input
large_stringlengths
932
1.07k
output
class label
2 classes
Attack
class label
15 classes
__null_dask_index__
int64
0
378k
IPV4_SRC_ADDR: 38.142.99.42, L4_SRC_PORT: 10978, IPV4_DST_ADDR: 172.31.66.115, L4_DST_PORT: 4443, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 40, IN_PKTS: 1, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 40, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 40, SRC_TO_DST_SECOND_BYTES: 40.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 320000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 65535, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
316,624
IPV4_SRC_ADDR: 213.202.230.143, L4_SRC_PORT: 18303, IPV4_DST_ADDR: 172.31.66.112, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1082, IN_PKTS: 10, OUT_BYTES: 633, OUT_PKTS: 8, TCP_FLAGS: 223, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 30, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 100, MAX_TTL: 100, LONGEST_FLOW_PKT: 237, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 237, SRC_TO_DST_SECOND_BYTES: 1082.0, DST_TO_SRC_SECOND_BYTES: 633.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 8656000, DST_TO_SRC_AVG_THROUGHPUT: 5064000, NUM_PKTS_UP_TO_128_BYTES: 13, NUM_PKTS_128_TO_256_BYTES: 5, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
75,296
IPV4_SRC_ADDR: 18.216.200.189, L4_SRC_PORT: 50262, IPV4_DST_ADDR: 172.31.69.25, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 232, IN_PKTS: 5, OUT_BYTES: 1136, OUT_PKTS: 4, TCP_FLAGS: 223, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294920, DURATION_IN: 47, DURATION_OUT: 0, MIN_TTL: 127, MAX_TTL: 127, LONGEST_FLOW_PKT: 1004, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1004, SRC_TO_DST_SECOND_BYTES: 232.0, DST_TO_SRC_SECOND_BYTES: 1136.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 32000, DST_TO_SRC_AVG_THROUGHPUT: 9088000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 26883, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
11
6DDoS attacks-LOIC-HTTP
127,810
IPV4_SRC_ADDR: 5.101.40.105, L4_SRC_PORT: 62005, IPV4_DST_ADDR: 172.31.67.94, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1460, IN_PKTS: 8, OUT_BYTES: 1873, OUT_PKTS: 7, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 98, MAX_TTL: 98, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1460.0, DST_TO_SRC_SECOND_BYTES: 1873.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11680000, DST_TO_SRC_AVG_THROUGHPUT: 14984000, NUM_PKTS_UP_TO_128_BYTES: 10, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
192,264
IPV4_SRC_ADDR: 46.109.10.226, L4_SRC_PORT: 57788, IPV4_DST_ADDR: 172.31.66.68, L4_DST_PORT: 445, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 585, IN_PKTS: 5, OUT_BYTES: 344, OUT_PKTS: 4, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 26, SERVER_TCP_FLAGS: 30, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 103, MAX_TTL: 103, LONGEST_FLOW_PKT: 180, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 180, SRC_TO_DST_SECOND_BYTES: 585.0, DST_TO_SRC_SECOND_BYTES: 344.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 4680000, DST_TO_SRC_AVG_THROUGHPUT: 2752000, NUM_PKTS_UP_TO_128_BYTES: 5, NUM_PKTS_128_TO_256_BYTES: 4, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 16425, TCP_WIN_MAX_OUT: 8192, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
320,577
IPV4_SRC_ADDR: 172.31.65.36, L4_SRC_PORT: 60875, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 68, IN_PKTS: 1, OUT_BYTES: 84, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 84, SHORTEST_FLOW_PKT: 68, MIN_IP_PKT_LEN: 68, MAX_IP_PKT_LEN: 84, SRC_TO_DST_SECOND_BYTES: 68.0, DST_TO_SRC_SECOND_BYTES: 84.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 544000, DST_TO_SRC_AVG_THROUGHPUT: 672000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 4592, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 3, FTP_COMMAND_RET_CODE: 0
00
0Benign
293,702
IPV4_SRC_ADDR: 172.31.68.28, L4_SRC_PORT: 51506, IPV4_DST_ADDR: 23.219.88.73, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 1151, IN_PKTS: 17, OUT_BYTES: 1657, OUT_PKTS: 15, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 953, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 953, SRC_TO_DST_SECOND_BYTES: 1151.0, DST_TO_SRC_SECOND_BYTES: 1657.0, RETRANSMITTED_IN_BYTES: 451, RETRANSMITTED_IN_PKTS: 11, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 9208000, DST_TO_SRC_AVG_THROUGHPUT: 13256000, NUM_PKTS_UP_TO_128_BYTES: 30, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 29200, ICMP_TYPE: 49920, ICMP_IPV4_TYPE: 195, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
300,528
IPV4_SRC_ADDR: 212.92.112.11, L4_SRC_PORT: 24011, IPV4_DST_ADDR: 172.31.67.18, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 2245, IN_PKTS: 10, OUT_BYTES: 3190, OUT_PKTS: 10, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 90, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 102, MAX_TTL: 102, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 2245.0, DST_TO_SRC_SECOND_BYTES: 3190.0, RETRANSMITTED_IN_BYTES: 717, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 1213, RETRANSMITTED_OUT_PKTS: 1, SRC_TO_DST_AVG_THROUGHPUT: 17960000, DST_TO_SRC_AVG_THROUGHPUT: 25520000, NUM_PKTS_UP_TO_128_BYTES: 13, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 2, NUM_PKTS_1024_TO_1514_BYTES: 2, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 52480, ICMP_IPV4_TYPE: 205, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
542
IPV4_SRC_ADDR: 212.92.112.11, L4_SRC_PORT: 42025, IPV4_DST_ADDR: 172.31.65.30, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 214, IN_PKTS: 4, OUT_BYTES: 290, OUT_PKTS: 6, TCP_FLAGS: 223, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 94, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 103, MAX_TTL: 103, LONGEST_FLOW_PKT: 82, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 82, SRC_TO_DST_SECOND_BYTES: 214.0, DST_TO_SRC_SECOND_BYTES: 290.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 59, RETRANSMITTED_OUT_PKTS: 1, SRC_TO_DST_AVG_THROUGHPUT: 1712000, DST_TO_SRC_AVG_THROUGHPUT: 2320000, NUM_PKTS_UP_TO_128_BYTES: 10, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
21,927
IPV4_SRC_ADDR: 172.31.65.75, L4_SRC_PORT: 56257, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.126, IN_BYTES: 64, IN_PKTS: 1, OUT_BYTES: 112, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 112, SHORTEST_FLOW_PKT: 64, MIN_IP_PKT_LEN: 64, MAX_IP_PKT_LEN: 112, SRC_TO_DST_SECOND_BYTES: 64.0, DST_TO_SRC_SECOND_BYTES: 112.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 512000, DST_TO_SRC_AVG_THROUGHPUT: 896000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 22654, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
218,626
IPV4_SRC_ADDR: 112.69.152.185, L4_SRC_PORT: 17209, IPV4_DST_ADDR: 172.31.66.91, L4_DST_PORT: 81, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 44, SHORTEST_FLOW_PKT: 44, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 44, SRC_TO_DST_SECOND_BYTES: 44.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 352000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 1616, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
354,685
IPV4_SRC_ADDR: 109.236.89.133, L4_SRC_PORT: 49216, IPV4_DST_ADDR: 172.31.64.107, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1464, IN_PKTS: 8, OUT_BYTES: 1873, OUT_PKTS: 7, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 30, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 103, MAX_TTL: 103, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1464.0, DST_TO_SRC_SECOND_BYTES: 1873.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11712000, DST_TO_SRC_AVG_THROUGHPUT: 14984000, NUM_PKTS_UP_TO_128_BYTES: 10, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
207,326
IPV4_SRC_ADDR: 172.31.65.77, L4_SRC_PORT: 61822, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 136, IN_PKTS: 2, OUT_BYTES: 260, OUT_PKTS: 2, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 130, SHORTEST_FLOW_PKT: 68, MIN_IP_PKT_LEN: 68, MAX_IP_PKT_LEN: 130, SRC_TO_DST_SECOND_BYTES: 136.0, DST_TO_SRC_SECOND_BYTES: 260.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1088000, DST_TO_SRC_AVG_THROUGHPUT: 2080000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 41912, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
159,271
IPV4_SRC_ADDR: 172.31.66.80, L4_SRC_PORT: 60520, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 120, IN_PKTS: 2, OUT_BYTES: 318, OUT_PKTS: 2, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 159, SHORTEST_FLOW_PKT: 60, MIN_IP_PKT_LEN: 60, MAX_IP_PKT_LEN: 159, SRC_TO_DST_SECOND_BYTES: 120.0, DST_TO_SRC_SECOND_BYTES: 318.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 960000, DST_TO_SRC_AVG_THROUGHPUT: 2544000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 43052, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
12,701
IPV4_SRC_ADDR: 77.243.191.27, L4_SRC_PORT: 49722, IPV4_DST_ADDR: 172.31.68.10, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1705, IN_PKTS: 9, OUT_BYTES: 3138, OUT_PKTS: 9, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 90, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 102, MAX_TTL: 102, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1705.0, DST_TO_SRC_SECOND_BYTES: 3138.0, RETRANSMITTED_IN_BYTES: 245, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 1213, RETRANSMITTED_OUT_PKTS: 1, SRC_TO_DST_AVG_THROUGHPUT: 13640000, DST_TO_SRC_AVG_THROUGHPUT: 25104000, NUM_PKTS_UP_TO_128_BYTES: 11, NUM_PKTS_128_TO_256_BYTES: 3, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 2, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 62720, ICMP_IPV4_TYPE: 245, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
176,646
IPV4_SRC_ADDR: 110.136.55.165, L4_SRC_PORT: 53584, IPV4_DST_ADDR: 172.31.65.84, L4_DST_PORT: 445, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 581, IN_PKTS: 5, OUT_BYTES: 340, OUT_PKTS: 4, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 26, SERVER_TCP_FLAGS: 30, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 96, MAX_TTL: 96, LONGEST_FLOW_PKT: 180, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 180, SRC_TO_DST_SECOND_BYTES: 581.0, DST_TO_SRC_SECOND_BYTES: 340.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 4648000, DST_TO_SRC_AVG_THROUGHPUT: 2720000, NUM_PKTS_UP_TO_128_BYTES: 5, NUM_PKTS_128_TO_256_BYTES: 4, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 64952, TCP_WIN_MAX_OUT: 64952, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
374,269
IPV4_SRC_ADDR: 172.31.68.6, L4_SRC_PORT: 63059, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.126, IN_BYTES: 79, IN_PKTS: 1, OUT_BYTES: 107, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 107, SHORTEST_FLOW_PKT: 79, MIN_IP_PKT_LEN: 79, MAX_IP_PKT_LEN: 107, SRC_TO_DST_SECOND_BYTES: 79.0, DST_TO_SRC_SECOND_BYTES: 107.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 632000, DST_TO_SRC_AVG_THROUGHPUT: 856000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 61306, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
270,632
IPV4_SRC_ADDR: 172.31.67.71, L4_SRC_PORT: 56861, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 76, IN_PKTS: 1, OUT_BYTES: 333, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 333, SHORTEST_FLOW_PKT: 76, MIN_IP_PKT_LEN: 76, MAX_IP_PKT_LEN: 333, SRC_TO_DST_SECOND_BYTES: 76.0, DST_TO_SRC_SECOND_BYTES: 333.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 608000, DST_TO_SRC_AVG_THROUGHPUT: 2664000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 4171, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 5, FTP_COMMAND_RET_CODE: 0
00
0Benign
338,724
IPV4_SRC_ADDR: 172.31.64.48, L4_SRC_PORT: 50676, IPV4_DST_ADDR: 169.254.169.254, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 360, IN_PKTS: 5, OUT_BYTES: 455, OUT_PKTS: 5, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 283, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 283, SRC_TO_DST_SECOND_BYTES: 360.0, DST_TO_SRC_SECOND_BYTES: 455.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 2880000, DST_TO_SRC_AVG_THROUGHPUT: 3640000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 17922, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
194,705
IPV4_SRC_ADDR: 172.31.65.83, L4_SRC_PORT: 61744, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.126, IN_BYTES: 130, IN_PKTS: 2, OUT_BYTES: 210, OUT_PKTS: 2, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 105, SHORTEST_FLOW_PKT: 65, MIN_IP_PKT_LEN: 65, MAX_IP_PKT_LEN: 105, SRC_TO_DST_SECOND_BYTES: 130.0, DST_TO_SRC_SECOND_BYTES: 210.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1040000, DST_TO_SRC_AVG_THROUGHPUT: 1680000, NUM_PKTS_UP_TO_128_BYTES: 4, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 8956, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
157,692
IPV4_SRC_ADDR: 172.31.65.24, L4_SRC_PORT: 49277, IPV4_DST_ADDR: 169.254.169.254, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 349, IN_PKTS: 6, OUT_BYTES: 444, OUT_PKTS: 5, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 91, FLOW_DURATION_MILLISECONDS: 4294951, DURATION_IN: 16, DURATION_OUT: 16, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 272, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 272, SRC_TO_DST_SECOND_BYTES: 349.0, DST_TO_SRC_SECOND_BYTES: 444.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 160000, DST_TO_SRC_AVG_THROUGHPUT: 208000, NUM_PKTS_UP_TO_128_BYTES: 9, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 17922, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
42,721
IPV4_SRC_ADDR: 209.222.0.43, L4_SRC_PORT: 48922, IPV4_DST_ADDR: 172.31.64.103, L4_DST_PORT: 3128, PROTOCOL: 6, L7_PROTO: 131.0, IN_BYTES: 120, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 43, MAX_TTL: 43, LONGEST_FLOW_PKT: 60, SHORTEST_FLOW_PKT: 60, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 60, SRC_TO_DST_SECOND_BYTES: 120.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 960000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 14600, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
113,324
IPV4_SRC_ADDR: 71.43.207.243, L4_SRC_PORT: 58486, IPV4_DST_ADDR: 172.31.68.25, L4_DST_PORT: 445, PROTOCOL: 6, L7_PROTO: 41.0, IN_BYTES: 132, IN_PKTS: 3, OUT_BYTES: 132, OUT_PKTS: 3, TCP_FLAGS: 23, CLIENT_TCP_FLAGS: 19, SERVER_TCP_FLAGS: 22, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 101, MAX_TTL: 101, LONGEST_FLOW_PKT: 52, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 52, SRC_TO_DST_SECOND_BYTES: 132.0, DST_TO_SRC_SECOND_BYTES: 132.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1056000, DST_TO_SRC_AVG_THROUGHPUT: 1056000, NUM_PKTS_UP_TO_128_BYTES: 6, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 16425, TCP_WIN_MAX_OUT: 8192, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
42,718
IPV4_SRC_ADDR: 172.31.67.78, L4_SRC_PORT: 51485, IPV4_DST_ADDR: 104.90.43.146, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 2488, IN_PKTS: 30, OUT_BYTES: 66778, OUT_PKTS: 62, TCP_FLAGS: 31, CLIENT_TCP_FLAGS: 31, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 1500, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 2488.0, DST_TO_SRC_SECOND_BYTES: 66778.0, RETRANSMITTED_IN_BYTES: 451, RETRANSMITTED_IN_PKTS: 11, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 19904000, DST_TO_SRC_AVG_THROUGHPUT: 534224000, NUM_PKTS_UP_TO_128_BYTES: 42, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 3, NUM_PKTS_512_TO_1024_BYTES: 3, NUM_PKTS_1024_TO_1514_BYTES: 42, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 29200, ICMP_TYPE: 49920, ICMP_IPV4_TYPE: 195, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
176,717
IPV4_SRC_ADDR: 172.31.67.78, L4_SRC_PORT: 57190, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 59, IN_PKTS: 1, OUT_BYTES: 106, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 106, SHORTEST_FLOW_PKT: 59, MIN_IP_PKT_LEN: 59, MAX_IP_PKT_LEN: 106, SRC_TO_DST_SECOND_BYTES: 59.0, DST_TO_SRC_SECOND_BYTES: 106.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 472000, DST_TO_SRC_AVG_THROUGHPUT: 848000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 41278, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
157,622
IPV4_SRC_ADDR: 172.31.67.108, L4_SRC_PORT: 53116, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 62, IN_PKTS: 1, OUT_BYTES: 218, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 218, SHORTEST_FLOW_PKT: 62, MIN_IP_PKT_LEN: 62, MAX_IP_PKT_LEN: 218, SRC_TO_DST_SECOND_BYTES: 124.0, DST_TO_SRC_SECOND_BYTES: 436.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 992000, DST_TO_SRC_AVG_THROUGHPUT: 2616000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 42308, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
277,545
IPV4_SRC_ADDR: 172.31.64.45, L4_SRC_PORT: 63863, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 62, IN_PKTS: 1, OUT_BYTES: 126, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 126, SHORTEST_FLOW_PKT: 62, MIN_IP_PKT_LEN: 62, MAX_IP_PKT_LEN: 126, SRC_TO_DST_SECOND_BYTES: 62.0, DST_TO_SRC_SECOND_BYTES: 126.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 496000, DST_TO_SRC_AVG_THROUGHPUT: 1008000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 39765, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
137,148
IPV4_SRC_ADDR: 172.31.65.113, L4_SRC_PORT: 58642, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 65, IN_PKTS: 1, OUT_BYTES: 138, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 138, SHORTEST_FLOW_PKT: 65, MIN_IP_PKT_LEN: 65, MAX_IP_PKT_LEN: 138, SRC_TO_DST_SECOND_BYTES: 65.0, DST_TO_SRC_SECOND_BYTES: 138.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 520000, DST_TO_SRC_AVG_THROUGHPUT: 1104000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 54098, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
110,932
IPV4_SRC_ADDR: 1.54.211.148, L4_SRC_PORT: 48543, IPV4_DST_ADDR: 172.31.65.11, L4_DST_PORT: 445, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 498, IN_PKTS: 5, OUT_BYTES: 342, OUT_PKTS: 4, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 26, SERVER_TCP_FLAGS: 30, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 100, MAX_TTL: 101, LONGEST_FLOW_PKT: 171, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 171, SRC_TO_DST_SECOND_BYTES: 498.0, DST_TO_SRC_SECOND_BYTES: 342.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 3984000, DST_TO_SRC_AVG_THROUGHPUT: 2736000, NUM_PKTS_UP_TO_128_BYTES: 6, NUM_PKTS_128_TO_256_BYTES: 3, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 16591, TCP_WIN_MAX_OUT: 8192, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
229,024
IPV4_SRC_ADDR: 172.31.68.9, L4_SRC_PORT: 49230, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.119, IN_BYTES: 66, IN_PKTS: 1, OUT_BYTES: 114, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 114, SHORTEST_FLOW_PKT: 66, MIN_IP_PKT_LEN: 66, MAX_IP_PKT_LEN: 114, SRC_TO_DST_SECOND_BYTES: 66.0, DST_TO_SRC_SECOND_BYTES: 114.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 528000, DST_TO_SRC_AVG_THROUGHPUT: 912000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 50448, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 59, FTP_COMMAND_RET_CODE: 0
00
0Benign
162,176
IPV4_SRC_ADDR: 172.31.65.5, L4_SRC_PORT: 51044, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 68, IN_PKTS: 1, OUT_BYTES: 167, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 167, SHORTEST_FLOW_PKT: 68, MIN_IP_PKT_LEN: 68, MAX_IP_PKT_LEN: 167, SRC_TO_DST_SECOND_BYTES: 68.0, DST_TO_SRC_SECOND_BYTES: 167.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 544000, DST_TO_SRC_AVG_THROUGHPUT: 1336000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 25793, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
275,295
IPV4_SRC_ADDR: 5.188.9.25, L4_SRC_PORT: 42272, IPV4_DST_ADDR: 172.31.69.19, L4_DST_PORT: 9092, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 40, IN_PKTS: 1, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 40, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 40, SRC_TO_DST_SECOND_BYTES: 40.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 320000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 1024, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
178,801
IPV4_SRC_ADDR: 172.31.67.83, L4_SRC_PORT: 59859, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 70, IN_PKTS: 1, OUT_BYTES: 183, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 183, SHORTEST_FLOW_PKT: 70, MIN_IP_PKT_LEN: 70, MAX_IP_PKT_LEN: 183, SRC_TO_DST_SECOND_BYTES: 70.0, DST_TO_SRC_SECOND_BYTES: 183.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 560000, DST_TO_SRC_AVG_THROUGHPUT: 1464000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 58884, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 15, FTP_COMMAND_RET_CODE: 0
00
0Benign
12,576
IPV4_SRC_ADDR: 18.219.9.1, L4_SRC_PORT: 53244, IPV4_DST_ADDR: 172.31.69.28, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 528, IN_PKTS: 5, OUT_BYTES: 1147, OUT_PKTS: 5, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294919, DURATION_IN: 48, DURATION_OUT: 48, MIN_TTL: 127, MAX_TTL: 127, LONGEST_FLOW_PKT: 975, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 975, SRC_TO_DST_SECOND_BYTES: 528.0, DST_TO_SRC_SECOND_BYTES: 1147.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 80000, DST_TO_SRC_AVG_THROUGHPUT: 184000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 65535, TCP_WIN_MAX_OUT: 26883, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
11
4DDOS attack-HOIC
318,567
IPV4_SRC_ADDR: 0.0.0.0, L4_SRC_PORT: 50199, IPV4_DST_ADDR: 0.0.0.0, L4_DST_PORT: 5355, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 162, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 1, MAX_TTL: 1, LONGEST_FLOW_PKT: 81, SHORTEST_FLOW_PKT: 81, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 81, SRC_TO_DST_SECOND_BYTES: 162.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1296000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 56288, DNS_QUERY_TYPE: 255, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
90,716
IPV4_SRC_ADDR: 62.149.94.138, L4_SRC_PORT: 58472, IPV4_DST_ADDR: 172.31.66.82, L4_DST_PORT: 445, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 703, IN_PKTS: 6, OUT_BYTES: 546, OUT_PKTS: 5, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 26, SERVER_TCP_FLAGS: 30, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 105, MAX_TTL: 105, LONGEST_FLOW_PKT: 185, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 185, SRC_TO_DST_SECOND_BYTES: 703.0, DST_TO_SRC_SECOND_BYTES: 546.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 5624000, DST_TO_SRC_AVG_THROUGHPUT: 4368000, NUM_PKTS_UP_TO_128_BYTES: 6, NUM_PKTS_128_TO_256_BYTES: 5, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 65340, TCP_WIN_MAX_OUT: 65340, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
18,493
IPV4_SRC_ADDR: 172.31.67.33, L4_SRC_PORT: 59585, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 68, IN_PKTS: 1, OUT_BYTES: 84, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 84, SHORTEST_FLOW_PKT: 68, MIN_IP_PKT_LEN: 68, MAX_IP_PKT_LEN: 84, SRC_TO_DST_SECOND_BYTES: 68.0, DST_TO_SRC_SECOND_BYTES: 84.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 544000, DST_TO_SRC_AVG_THROUGHPUT: 672000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 47374, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 10, FTP_COMMAND_RET_CODE: 0
00
0Benign
21,673
IPV4_SRC_ADDR: 109.201.152.18, L4_SRC_PORT: 54524, IPV4_DST_ADDR: 172.31.66.28, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 215, IN_PKTS: 4, OUT_BYTES: 92, OUT_PKTS: 2, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 82, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 103, MAX_TTL: 103, LONGEST_FLOW_PKT: 83, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 83, SRC_TO_DST_SECOND_BYTES: 215.0, DST_TO_SRC_SECOND_BYTES: 92.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1720000, DST_TO_SRC_AVG_THROUGHPUT: 736000, NUM_PKTS_UP_TO_128_BYTES: 6, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
200,251
IPV4_SRC_ADDR: 113.120.104.181, L4_SRC_PORT: 60817, IPV4_DST_ADDR: 172.31.66.118, L4_DST_PORT: 445, PROTOCOL: 6, L7_PROTO: 41.0, IN_BYTES: 164, IN_PKTS: 3, OUT_BYTES: 152, OUT_PKTS: 3, TCP_FLAGS: 23, CLIENT_TCP_FLAGS: 19, SERVER_TCP_FLAGS: 22, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 38, MAX_TTL: 38, LONGEST_FLOW_PKT: 60, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 60, SRC_TO_DST_SECOND_BYTES: 164.0, DST_TO_SRC_SECOND_BYTES: 152.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1312000, DST_TO_SRC_AVG_THROUGHPUT: 1216000, NUM_PKTS_UP_TO_128_BYTES: 6, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 16422, TCP_WIN_MAX_OUT: 8192, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
73,017
IPV4_SRC_ADDR: 46.17.97.4, L4_SRC_PORT: 53562, IPV4_DST_ADDR: 172.31.64.91, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1936, IN_PKTS: 11, OUT_BYTES: 2259, OUT_PKTS: 13, TCP_FLAGS: 223, CLIENT_TCP_FLAGS: 223, SERVER_TCP_FLAGS: 90, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 101, MAX_TTL: 101, LONGEST_FLOW_PKT: 1215, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1215, SRC_TO_DST_SECOND_BYTES: 1936.0, DST_TO_SRC_SECOND_BYTES: 2259.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 15488000, DST_TO_SRC_AVG_THROUGHPUT: 18072000, NUM_PKTS_UP_TO_128_BYTES: 16, NUM_PKTS_128_TO_256_BYTES: 5, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
87,797
IPV4_SRC_ADDR: 96.95.125.188, L4_SRC_PORT: 53802, IPV4_DST_ADDR: 172.31.67.100, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1563, IN_PKTS: 9, OUT_BYTES: 1984, OUT_PKTS: 9, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 30, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 104, MAX_TTL: 104, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1563.0, DST_TO_SRC_SECOND_BYTES: 1984.0, RETRANSMITTED_IN_BYTES: 83, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 59, RETRANSMITTED_OUT_PKTS: 1, SRC_TO_DST_AVG_THROUGHPUT: 12504000, DST_TO_SRC_AVG_THROUGHPUT: 15872000, NUM_PKTS_UP_TO_128_BYTES: 13, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 21248, ICMP_IPV4_TYPE: 83, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
317,729
IPV4_SRC_ADDR: 98.116.143.250, L4_SRC_PORT: 32163, IPV4_DST_ADDR: 172.31.67.56, L4_DST_PORT: 23, PROTOCOL: 6, L7_PROTO: 77.0, IN_BYTES: 40, IN_PKTS: 1, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 40, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 40, SRC_TO_DST_SECOND_BYTES: 40.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 320000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 14600, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
63,544
IPV4_SRC_ADDR: 172.31.67.64, L4_SRC_PORT: 55012, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 67, IN_PKTS: 1, OUT_BYTES: 132, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 132, SHORTEST_FLOW_PKT: 67, MIN_IP_PKT_LEN: 67, MAX_IP_PKT_LEN: 132, SRC_TO_DST_SECOND_BYTES: 67.0, DST_TO_SRC_SECOND_BYTES: 132.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 536000, DST_TO_SRC_AVG_THROUGHPUT: 1056000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 62726, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
146,877
IPV4_SRC_ADDR: 172.31.66.116, L4_SRC_PORT: 51829, IPV4_DST_ADDR: 74.125.199.106, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.126, IN_BYTES: 1989, IN_PKTS: 18, OUT_BYTES: 4854, OUT_PKTS: 18, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 1470, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1470, SRC_TO_DST_SECOND_BYTES: 1989.0, DST_TO_SRC_SECOND_BYTES: 4854.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 15912000, DST_TO_SRC_AVG_THROUGHPUT: 38832000, NUM_PKTS_UP_TO_128_BYTES: 27, NUM_PKTS_128_TO_256_BYTES: 3, NUM_PKTS_256_TO_512_BYTES: 3, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 2, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 42780, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
313,699
IPV4_SRC_ADDR: 172.31.66.65, L4_SRC_PORT: 52991, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.178, IN_BYTES: 106, IN_PKTS: 1, OUT_BYTES: 184, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 184, SHORTEST_FLOW_PKT: 106, MIN_IP_PKT_LEN: 106, MAX_IP_PKT_LEN: 184, SRC_TO_DST_SECOND_BYTES: 212.0, DST_TO_SRC_SECOND_BYTES: 368.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1696000, DST_TO_SRC_AVG_THROUGHPUT: 2208000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 42031, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 58, FTP_COMMAND_RET_CODE: 0
00
0Benign
268,000
IPV4_SRC_ADDR: 172.31.69.13, L4_SRC_PORT: 50491, IPV4_DST_ADDR: 173.209.34.163, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.0, IN_BYTES: 152, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 194, CLIENT_TCP_FLAGS: 194, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 52, SHORTEST_FLOW_PKT: 48, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 52, SRC_TO_DST_SECOND_BYTES: 152.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1216000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 3, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
208,568
IPV4_SRC_ADDR: 160.202.159.194, L4_SRC_PORT: 49764, IPV4_DST_ADDR: 172.31.65.59, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1480, IN_PKTS: 8, OUT_BYTES: 1993, OUT_PKTS: 10, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 90, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 101, MAX_TTL: 101, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1480.0, DST_TO_SRC_SECOND_BYTES: 1993.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11840000, DST_TO_SRC_AVG_THROUGHPUT: 15944000, NUM_PKTS_UP_TO_128_BYTES: 13, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
119,490
IPV4_SRC_ADDR: 212.92.115.177, L4_SRC_PORT: 59984, IPV4_DST_ADDR: 172.31.67.18, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1634, IN_PKTS: 9, OUT_BYTES: 2024, OUT_PKTS: 9, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 90, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 102, MAX_TTL: 102, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1634.0, DST_TO_SRC_SECOND_BYTES: 2024.0, RETRANSMITTED_IN_BYTES: 174, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 99, RETRANSMITTED_OUT_PKTS: 1, SRC_TO_DST_AVG_THROUGHPUT: 13072000, DST_TO_SRC_AVG_THROUGHPUT: 16192000, NUM_PKTS_UP_TO_128_BYTES: 12, NUM_PKTS_128_TO_256_BYTES: 3, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 44544, ICMP_IPV4_TYPE: 174, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
102,730
IPV4_SRC_ADDR: 187.157.180.114, L4_SRC_PORT: 29188, IPV4_DST_ADDR: 172.31.65.122, L4_DST_PORT: 445, PROTOCOL: 6, L7_PROTO: 41.0, IN_BYTES: 132, IN_PKTS: 3, OUT_BYTES: 132, OUT_PKTS: 3, TCP_FLAGS: 23, CLIENT_TCP_FLAGS: 19, SERVER_TCP_FLAGS: 22, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 105, MAX_TTL: 105, LONGEST_FLOW_PKT: 52, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 52, SRC_TO_DST_SECOND_BYTES: 132.0, DST_TO_SRC_SECOND_BYTES: 132.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1056000, DST_TO_SRC_AVG_THROUGHPUT: 1056000, NUM_PKTS_UP_TO_128_BYTES: 6, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 16425, TCP_WIN_MAX_OUT: 8192, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
332,064
IPV4_SRC_ADDR: 61.181.65.10, L4_SRC_PORT: 60676, IPV4_DST_ADDR: 172.31.69.15, L4_DST_PORT: 22, PROTOCOL: 6, L7_PROTO: 92.0, IN_BYTES: 1879, IN_PKTS: 13, OUT_BYTES: 2717, OUT_PKTS: 14, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 31, MAX_TTL: 31, LONGEST_FLOW_PKT: 1028, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 1028, SRC_TO_DST_SECOND_BYTES: 1879.0, DST_TO_SRC_SECOND_BYTES: 2717.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 15032000, DST_TO_SRC_AVG_THROUGHPUT: 21736000, NUM_PKTS_UP_TO_128_BYTES: 21, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 2, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 29200, TCP_WIN_MAX_OUT: 26847, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
174,951
IPV4_SRC_ADDR: 113.162.247.181, L4_SRC_PORT: 49817, IPV4_DST_ADDR: 172.31.65.119, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1476, IN_PKTS: 8, OUT_BYTES: 1869, OUT_PKTS: 7, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 30, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 103, MAX_TTL: 103, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1476.0, DST_TO_SRC_SECOND_BYTES: 1869.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11808000, DST_TO_SRC_AVG_THROUGHPUT: 14952000, NUM_PKTS_UP_TO_128_BYTES: 10, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 64800, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
146,008
IPV4_SRC_ADDR: 172.31.66.110, L4_SRC_PORT: 52002, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 66, IN_PKTS: 1, OUT_BYTES: 206, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 206, SHORTEST_FLOW_PKT: 66, MIN_IP_PKT_LEN: 66, MAX_IP_PKT_LEN: 206, SRC_TO_DST_SECOND_BYTES: 66.0, DST_TO_SRC_SECOND_BYTES: 206.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 528000, DST_TO_SRC_AVG_THROUGHPUT: 1648000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 58634, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 5, FTP_COMMAND_RET_CODE: 0
00
0Benign
302,601
IPV4_SRC_ADDR: 193.111.198.66, L4_SRC_PORT: 23390, IPV4_DST_ADDR: 172.31.67.59, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1918, IN_PKTS: 14, OUT_BYTES: 1991, OUT_PKTS: 10, TCP_FLAGS: 223, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 30, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 100, MAX_TTL: 100, LONGEST_FLOW_PKT: 1195, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1195, SRC_TO_DST_SECOND_BYTES: 1918.0, DST_TO_SRC_SECOND_BYTES: 1991.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 15344000, DST_TO_SRC_AVG_THROUGHPUT: 15928000, NUM_PKTS_UP_TO_128_BYTES: 16, NUM_PKTS_128_TO_256_BYTES: 6, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
198,869
IPV4_SRC_ADDR: 172.31.64.78, L4_SRC_PORT: 61658, IPV4_DST_ADDR: 224.0.0.252, L4_DST_PORT: 5355, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 122, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 1, MAX_TTL: 1, LONGEST_FLOW_PKT: 61, SHORTEST_FLOW_PKT: 61, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 61, SRC_TO_DST_SECOND_BYTES: 122.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 976000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 2635, DNS_QUERY_TYPE: 255, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
39,665
IPV4_SRC_ADDR: 172.31.66.68, L4_SRC_PORT: 64563, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 73, IN_PKTS: 1, OUT_BYTES: 139, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 139, SHORTEST_FLOW_PKT: 73, MIN_IP_PKT_LEN: 73, MAX_IP_PKT_LEN: 139, SRC_TO_DST_SECOND_BYTES: 73.0, DST_TO_SRC_SECOND_BYTES: 139.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 584000, DST_TO_SRC_AVG_THROUGHPUT: 1112000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 51609, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
161,187
IPV4_SRC_ADDR: 172.31.66.64, L4_SRC_PORT: 52754, IPV4_DST_ADDR: 216.58.198.66, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.126, IN_BYTES: 2110, IN_PKTS: 16, OUT_BYTES: 2865, OUT_PKTS: 15, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 1065, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1065, SRC_TO_DST_SECOND_BYTES: 2110.0, DST_TO_SRC_SECOND_BYTES: 2865.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 16880000, DST_TO_SRC_AVG_THROUGHPUT: 22920000, NUM_PKTS_UP_TO_128_BYTES: 24, NUM_PKTS_128_TO_256_BYTES: 3, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 3, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 42780, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
64,949
IPV4_SRC_ADDR: 5.39.217.113, L4_SRC_PORT: 64511, IPV4_DST_ADDR: 172.31.66.24, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1380, IN_PKTS: 8, OUT_BYTES: 1721, OUT_PKTS: 7, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 100, MAX_TTL: 100, LONGEST_FLOW_PKT: 1189, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1189, SRC_TO_DST_SECOND_BYTES: 1380.0, DST_TO_SRC_SECOND_BYTES: 1721.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11040000, DST_TO_SRC_AVG_THROUGHPUT: 13768000, NUM_PKTS_UP_TO_128_BYTES: 10, NUM_PKTS_128_TO_256_BYTES: 3, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
56,895
IPV4_SRC_ADDR: 172.31.66.10, L4_SRC_PORT: 51858, IPV4_DST_ADDR: 54.165.178.227, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.178, IN_BYTES: 2304, IN_PKTS: 15, OUT_BYTES: 5578, OUT_PKTS: 16, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294952, DURATION_IN: 15, DURATION_OUT: 15, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 1500, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 2304.0, DST_TO_SRC_SECOND_BYTES: 5578.0, RETRANSMITTED_IN_BYTES: 246, RETRANSMITTED_IN_PKTS: 6, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1152000, DST_TO_SRC_AVG_THROUGHPUT: 2784000, NUM_PKTS_UP_TO_128_BYTES: 24, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 2, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 4, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 26883, ICMP_TYPE: 62976, ICMP_IPV4_TYPE: 246, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
320,524
IPV4_SRC_ADDR: 172.31.67.73, L4_SRC_PORT: 58639, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.126, IN_BYTES: 82, IN_PKTS: 1, OUT_BYTES: 110, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 110, SHORTEST_FLOW_PKT: 82, MIN_IP_PKT_LEN: 82, MAX_IP_PKT_LEN: 110, SRC_TO_DST_SECOND_BYTES: 82.0, DST_TO_SRC_SECOND_BYTES: 110.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 656000, DST_TO_SRC_AVG_THROUGHPUT: 880000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 26425, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 50, FTP_COMMAND_RET_CODE: 0
00
0Benign
108,405
IPV4_SRC_ADDR: 172.31.64.74, L4_SRC_PORT: 49622, IPV4_DST_ADDR: 72.21.91.29, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 1140, IN_PKTS: 17, OUT_BYTES: 1532, OUT_PKTS: 15, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 828, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 828, SRC_TO_DST_SECOND_BYTES: 1140.0, DST_TO_SRC_SECOND_BYTES: 1532.0, RETRANSMITTED_IN_BYTES: 451, RETRANSMITTED_IN_PKTS: 11, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 9120000, DST_TO_SRC_AVG_THROUGHPUT: 12256000, NUM_PKTS_UP_TO_128_BYTES: 30, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 65535, ICMP_TYPE: 49920, ICMP_IPV4_TYPE: 195, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
279,752
IPV4_SRC_ADDR: 18.219.5.43, L4_SRC_PORT: 58264, IPV4_DST_ADDR: 172.31.69.28, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 511, IN_PKTS: 5, OUT_BYTES: 1147, OUT_PKTS: 5, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294813, DURATION_IN: 153, DURATION_OUT: 153, MIN_TTL: 127, MAX_TTL: 127, LONGEST_FLOW_PKT: 975, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 975, SRC_TO_DST_SECOND_BYTES: 511.0, DST_TO_SRC_SECOND_BYTES: 1147.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 24000, DST_TO_SRC_AVG_THROUGHPUT: 56000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 65535, TCP_WIN_MAX_OUT: 26883, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
11
4DDOS attack-HOIC
135,720
IPV4_SRC_ADDR: 172.31.66.122, L4_SRC_PORT: 58868, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 75, IN_PKTS: 1, OUT_BYTES: 135, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 135, SHORTEST_FLOW_PKT: 75, MIN_IP_PKT_LEN: 75, MAX_IP_PKT_LEN: 135, SRC_TO_DST_SECOND_BYTES: 75.0, DST_TO_SRC_SECOND_BYTES: 135.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 600000, DST_TO_SRC_AVG_THROUGHPUT: 1080000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 38637, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
81,279
IPV4_SRC_ADDR: 172.31.66.98, L4_SRC_PORT: 51196, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 68, IN_PKTS: 1, OUT_BYTES: 129, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 129, SHORTEST_FLOW_PKT: 68, MIN_IP_PKT_LEN: 68, MAX_IP_PKT_LEN: 129, SRC_TO_DST_SECOND_BYTES: 68.0, DST_TO_SRC_SECOND_BYTES: 129.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 544000, DST_TO_SRC_AVG_THROUGHPUT: 1032000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 15293, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
275,708
IPV4_SRC_ADDR: 213.202.230.206, L4_SRC_PORT: 3116, IPV4_DST_ADDR: 172.31.64.112, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1973, IN_PKTS: 13, OUT_BYTES: 2143, OUT_PKTS: 10, TCP_FLAGS: 223, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 94, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 100, MAX_TTL: 100, LONGEST_FLOW_PKT: 1219, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1219, SRC_TO_DST_SECOND_BYTES: 1973.0, DST_TO_SRC_SECOND_BYTES: 2143.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 15784000, DST_TO_SRC_AVG_THROUGHPUT: 17144000, NUM_PKTS_UP_TO_128_BYTES: 15, NUM_PKTS_128_TO_256_BYTES: 5, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
176,872
IPV4_SRC_ADDR: 172.31.65.93, L4_SRC_PORT: 58041, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 59, IN_PKTS: 1, OUT_BYTES: 293, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 293, SHORTEST_FLOW_PKT: 59, MIN_IP_PKT_LEN: 59, MAX_IP_PKT_LEN: 293, SRC_TO_DST_SECOND_BYTES: 59.0, DST_TO_SRC_SECOND_BYTES: 293.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 472000, DST_TO_SRC_AVG_THROUGHPUT: 2344000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 31138, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
140,354
IPV4_SRC_ADDR: 18.219.193.20, L4_SRC_PORT: 44354, IPV4_DST_ADDR: 172.31.69.25, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 2809, IN_PKTS: 22, OUT_BYTES: 4812, OUT_PKTS: 20, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294764, DURATION_IN: 203, DURATION_OUT: 203, MIN_TTL: 63, MAX_TTL: 63, LONGEST_FLOW_PKT: 987, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 987, SRC_TO_DST_SECOND_BYTES: 6122197.0, DST_TO_SRC_SECOND_BYTES: 12033609.0, RETRANSMITTED_IN_BYTES: 381, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 987, RETRANSMITTED_OUT_PKTS: 1, SRC_TO_DST_AVG_THROUGHPUT: 168000, DST_TO_SRC_AVG_THROUGHPUT: 296000, NUM_PKTS_UP_TO_128_BYTES: 33, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 5, NUM_PKTS_512_TO_1024_BYTES: 4, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 26883, TCP_WIN_MAX_OUT: 26847, ICMP_TYPE: 32000, ICMP_IPV4_TYPE: 125, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
11
8DoS attacks-Hulk
131,698
IPV4_SRC_ADDR: 172.31.65.29, L4_SRC_PORT: 63829, IPV4_DST_ADDR: 224.0.0.252, L4_DST_PORT: 5355, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 100, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 1, MAX_TTL: 1, LONGEST_FLOW_PKT: 50, SHORTEST_FLOW_PKT: 50, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 50, SRC_TO_DST_SECOND_BYTES: 100.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 800000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 55110, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
244,933
IPV4_SRC_ADDR: 141.105.71.81, L4_SRC_PORT: 51897, IPV4_DST_ADDR: 172.31.65.24, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1640, IN_PKTS: 12, OUT_BYTES: 1873, OUT_PKTS: 7, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 90, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 98, MAX_TTL: 98, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1640.0, DST_TO_SRC_SECOND_BYTES: 1873.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 13120000, DST_TO_SRC_AVG_THROUGHPUT: 14984000, NUM_PKTS_UP_TO_128_BYTES: 14, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
133,972
IPV4_SRC_ADDR: 14.141.119.98, L4_SRC_PORT: 64379, IPV4_DST_ADDR: 172.31.64.88, L4_DST_PORT: 445, PROTOCOL: 6, L7_PROTO: 41.0, IN_BYTES: 132, IN_PKTS: 3, OUT_BYTES: 132, OUT_PKTS: 3, TCP_FLAGS: 23, CLIENT_TCP_FLAGS: 19, SERVER_TCP_FLAGS: 22, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 98, MAX_TTL: 98, LONGEST_FLOW_PKT: 52, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 52, SRC_TO_DST_SECOND_BYTES: 132.0, DST_TO_SRC_SECOND_BYTES: 132.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1056000, DST_TO_SRC_AVG_THROUGHPUT: 1056000, NUM_PKTS_UP_TO_128_BYTES: 6, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 16425, TCP_WIN_MAX_OUT: 8192, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
152,431
IPV4_SRC_ADDR: 172.31.67.4, L4_SRC_PORT: 60503, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 66, IN_PKTS: 1, OUT_BYTES: 146, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 146, SHORTEST_FLOW_PKT: 66, MIN_IP_PKT_LEN: 66, MAX_IP_PKT_LEN: 146, SRC_TO_DST_SECOND_BYTES: 66.0, DST_TO_SRC_SECOND_BYTES: 146.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 528000, DST_TO_SRC_AVG_THROUGHPUT: 1168000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 41469, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
185,125
IPV4_SRC_ADDR: 172.31.64.21, L4_SRC_PORT: 63625, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 63, IN_PKTS: 1, OUT_BYTES: 79, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 79, SHORTEST_FLOW_PKT: 63, MIN_IP_PKT_LEN: 63, MAX_IP_PKT_LEN: 79, SRC_TO_DST_SECOND_BYTES: 63.0, DST_TO_SRC_SECOND_BYTES: 79.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 504000, DST_TO_SRC_AVG_THROUGHPUT: 632000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 17319, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
102,516
IPV4_SRC_ADDR: 86.164.0.86, L4_SRC_PORT: 62321, IPV4_DST_ADDR: 172.31.66.63, L4_DST_PORT: 445, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 656, IN_PKTS: 7, OUT_BYTES: 874, OUT_PKTS: 7, TCP_FLAGS: 31, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 30, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 100, MAX_TTL: 100, LONGEST_FLOW_PKT: 449, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 449, SRC_TO_DST_SECOND_BYTES: 656.0, DST_TO_SRC_SECOND_BYTES: 874.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 5248000, DST_TO_SRC_AVG_THROUGHPUT: 6992000, NUM_PKTS_UP_TO_128_BYTES: 10, NUM_PKTS_128_TO_256_BYTES: 3, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 16652, TCP_WIN_MAX_OUT: 8192, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
88,354
IPV4_SRC_ADDR: 172.31.65.24, L4_SRC_PORT: 50451, IPV4_DST_ADDR: 169.254.169.254, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 373, IN_PKTS: 5, OUT_BYTES: 700, OUT_PKTS: 5, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 91, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 528, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 528, SRC_TO_DST_SECOND_BYTES: 373.0, DST_TO_SRC_SECOND_BYTES: 700.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 2984000, DST_TO_SRC_AVG_THROUGHPUT: 5600000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 17922, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
296,814
IPV4_SRC_ADDR: 172.31.66.124, L4_SRC_PORT: 55238, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 65, IN_PKTS: 1, OUT_BYTES: 127, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 127, SHORTEST_FLOW_PKT: 65, MIN_IP_PKT_LEN: 65, MAX_IP_PKT_LEN: 127, SRC_TO_DST_SECOND_BYTES: 130.0, DST_TO_SRC_SECOND_BYTES: 254.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1040000, DST_TO_SRC_AVG_THROUGHPUT: 1520000, NUM_PKTS_UP_TO_128_BYTES: 4, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 15285, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
170,658
IPV4_SRC_ADDR: 172.31.65.25, L4_SRC_PORT: 62500, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 64, IN_PKTS: 1, OUT_BYTES: 80, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 80, SHORTEST_FLOW_PKT: 64, MIN_IP_PKT_LEN: 64, MAX_IP_PKT_LEN: 80, SRC_TO_DST_SECOND_BYTES: 64.0, DST_TO_SRC_SECOND_BYTES: 80.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 512000, DST_TO_SRC_AVG_THROUGHPUT: 640000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 64892, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 19, FTP_COMMAND_RET_CODE: 0
00
0Benign
372,848
IPV4_SRC_ADDR: 172.31.66.57, L4_SRC_PORT: 56956, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 72, IN_PKTS: 1, OUT_BYTES: 128, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 128, SHORTEST_FLOW_PKT: 72, MIN_IP_PKT_LEN: 72, MAX_IP_PKT_LEN: 128, SRC_TO_DST_SECOND_BYTES: 144.0, DST_TO_SRC_SECOND_BYTES: 128.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1152000, DST_TO_SRC_AVG_THROUGHPUT: 1024000, NUM_PKTS_UP_TO_128_BYTES: 3, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 64575, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 5, FTP_COMMAND_RET_CODE: 0
00
0Benign
116,983
IPV4_SRC_ADDR: 172.31.64.65, L4_SRC_PORT: 64983, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 70, IN_PKTS: 1, OUT_BYTES: 116, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 116, SHORTEST_FLOW_PKT: 70, MIN_IP_PKT_LEN: 70, MAX_IP_PKT_LEN: 116, SRC_TO_DST_SECOND_BYTES: 70.0, DST_TO_SRC_SECOND_BYTES: 116.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 560000, DST_TO_SRC_AVG_THROUGHPUT: 928000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 8837, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
369,025
IPV4_SRC_ADDR: 62.1.169.9, L4_SRC_PORT: 61177, IPV4_DST_ADDR: 172.31.66.51, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1476, IN_PKTS: 8, OUT_BYTES: 1989, OUT_PKTS: 10, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 30, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 105, MAX_TTL: 105, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1476.0, DST_TO_SRC_SECOND_BYTES: 1989.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11808000, DST_TO_SRC_AVG_THROUGHPUT: 15912000, NUM_PKTS_UP_TO_128_BYTES: 13, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 65280, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
321,970
IPV4_SRC_ADDR: 172.31.64.33, L4_SRC_PORT: 58641, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 61, IN_PKTS: 1, OUT_BYTES: 125, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 125, SHORTEST_FLOW_PKT: 61, MIN_IP_PKT_LEN: 61, MAX_IP_PKT_LEN: 125, SRC_TO_DST_SECOND_BYTES: 61.0, DST_TO_SRC_SECOND_BYTES: 125.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 488000, DST_TO_SRC_AVG_THROUGHPUT: 1000000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 8371, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
67,248
IPV4_SRC_ADDR: 172.31.65.5, L4_SRC_PORT: 52256, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 62, IN_PKTS: 1, OUT_BYTES: 139, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 139, SHORTEST_FLOW_PKT: 62, MIN_IP_PKT_LEN: 62, MAX_IP_PKT_LEN: 139, SRC_TO_DST_SECOND_BYTES: 62.0, DST_TO_SRC_SECOND_BYTES: 139.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 496000, DST_TO_SRC_AVG_THROUGHPUT: 1112000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 17774, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
155,628
IPV4_SRC_ADDR: 172.31.66.116, L4_SRC_PORT: 52976, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 72, IN_PKTS: 1, OUT_BYTES: 226, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 226, SHORTEST_FLOW_PKT: 72, MIN_IP_PKT_LEN: 72, MAX_IP_PKT_LEN: 226, SRC_TO_DST_SECOND_BYTES: 72.0, DST_TO_SRC_SECOND_BYTES: 226.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 576000, DST_TO_SRC_AVG_THROUGHPUT: 1808000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 64551, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 1, FTP_COMMAND_RET_CODE: 0
00
0Benign
172,719
IPV4_SRC_ADDR: 18.219.193.20, L4_SRC_PORT: 60820, IPV4_DST_ADDR: 172.31.69.25, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 3211, IN_PKTS: 26, OUT_BYTES: 6015, OUT_PKTS: 25, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294654, DURATION_IN: 313, DURATION_OUT: 313, MIN_TTL: 63, MAX_TTL: 63, LONGEST_FLOW_PKT: 987, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 987, SRC_TO_DST_SECOND_BYTES: 3211.0, DST_TO_SRC_SECOND_BYTES: 6015.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 80000, DST_TO_SRC_AVG_THROUGHPUT: 152000, NUM_PKTS_UP_TO_128_BYTES: 41, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 5, NUM_PKTS_512_TO_1024_BYTES: 5, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 26883, TCP_WIN_MAX_OUT: 26847, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
11
8DoS attacks-Hulk
216,017
IPV4_SRC_ADDR: 180.165.11.178, L4_SRC_PORT: 23081, IPV4_DST_ADDR: 172.31.64.89, L4_DST_PORT: 445, PROTOCOL: 6, L7_PROTO: 41.0, IN_BYTES: 128, IN_PKTS: 3, OUT_BYTES: 128, OUT_PKTS: 3, TCP_FLAGS: 23, CLIENT_TCP_FLAGS: 19, SERVER_TCP_FLAGS: 22, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 100, MAX_TTL: 100, LONGEST_FLOW_PKT: 48, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 48, SRC_TO_DST_SECOND_BYTES: 128.0, DST_TO_SRC_SECOND_BYTES: 128.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1024000, DST_TO_SRC_AVG_THROUGHPUT: 1024000, NUM_PKTS_UP_TO_128_BYTES: 6, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 64240, TCP_WIN_MAX_OUT: 65340, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
176,106
IPV4_SRC_ADDR: 18.219.193.20, L4_SRC_PORT: 37306, IPV4_DST_ADDR: 172.31.69.25, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 2469, IN_PKTS: 22, OUT_BYTES: 4812, OUT_PKTS: 20, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294749, DURATION_IN: 218, DURATION_OUT: 218, MIN_TTL: 63, MAX_TTL: 63, LONGEST_FLOW_PKT: 987, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 987, SRC_TO_DST_SECOND_BYTES: 2469.0, DST_TO_SRC_SECOND_BYTES: 4812.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 88000, DST_TO_SRC_AVG_THROUGHPUT: 168000, NUM_PKTS_UP_TO_128_BYTES: 34, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 4, NUM_PKTS_512_TO_1024_BYTES: 4, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 26883, TCP_WIN_MAX_OUT: 26847, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
11
8DoS attacks-Hulk
132,751
IPV4_SRC_ADDR: 172.31.68.21, L4_SRC_PORT: 49192, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.2120000000000015, IN_BYTES: 116, IN_PKTS: 2, OUT_BYTES: 300, OUT_PKTS: 2, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 150, SHORTEST_FLOW_PKT: 58, MIN_IP_PKT_LEN: 58, MAX_IP_PKT_LEN: 150, SRC_TO_DST_SECOND_BYTES: 116.0, DST_TO_SRC_SECOND_BYTES: 300.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 928000, DST_TO_SRC_AVG_THROUGHPUT: 2400000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 49967, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
162,468
IPV4_SRC_ADDR: 5.101.40.43, L4_SRC_PORT: 63980, IPV4_DST_ADDR: 172.31.64.54, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1460, IN_PKTS: 8, OUT_BYTES: 1873, OUT_PKTS: 7, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 98, MAX_TTL: 98, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1460.0, DST_TO_SRC_SECOND_BYTES: 1873.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11680000, DST_TO_SRC_AVG_THROUGHPUT: 14984000, NUM_PKTS_UP_TO_128_BYTES: 10, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
164,822
IPV4_SRC_ADDR: 172.31.66.65, L4_SRC_PORT: 50808, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.126, IN_BYTES: 63, IN_PKTS: 1, OUT_BYTES: 115, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 115, SHORTEST_FLOW_PKT: 63, MIN_IP_PKT_LEN: 63, MAX_IP_PKT_LEN: 115, SRC_TO_DST_SECOND_BYTES: 63.0, DST_TO_SRC_SECOND_BYTES: 115.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 504000, DST_TO_SRC_AVG_THROUGHPUT: 920000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 64378, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
145,069
IPV4_SRC_ADDR: 172.31.65.30, L4_SRC_PORT: 58013, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 58, IN_PKTS: 1, OUT_BYTES: 74, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 74, SHORTEST_FLOW_PKT: 58, MIN_IP_PKT_LEN: 58, MAX_IP_PKT_LEN: 74, SRC_TO_DST_SECOND_BYTES: 58.0, DST_TO_SRC_SECOND_BYTES: 74.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 464000, DST_TO_SRC_AVG_THROUGHPUT: 592000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 56575, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
366,675
IPV4_SRC_ADDR: 172.31.64.21, L4_SRC_PORT: 54987, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.126, IN_BYTES: 60, IN_PKTS: 1, OUT_BYTES: 156, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 156, SHORTEST_FLOW_PKT: 60, MIN_IP_PKT_LEN: 60, MAX_IP_PKT_LEN: 156, SRC_TO_DST_SECOND_BYTES: 60.0, DST_TO_SRC_SECOND_BYTES: 156.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 480000, DST_TO_SRC_AVG_THROUGHPUT: 1248000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 58630, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 28, FTP_COMMAND_RET_CODE: 0
00
0Benign
360,538
IPV4_SRC_ADDR: 172.31.65.119, L4_SRC_PORT: 52597, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.126, IN_BYTES: 70, IN_PKTS: 1, OUT_BYTES: 130, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 130, SHORTEST_FLOW_PKT: 70, MIN_IP_PKT_LEN: 70, MAX_IP_PKT_LEN: 130, SRC_TO_DST_SECOND_BYTES: 70.0, DST_TO_SRC_SECOND_BYTES: 130.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 560000, DST_TO_SRC_AVG_THROUGHPUT: 1040000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 26370, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
306,801
IPV4_SRC_ADDR: 172.31.64.61, L4_SRC_PORT: 49791, IPV4_DST_ADDR: 169.254.169.254, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 349, IN_PKTS: 6, OUT_BYTES: 443, OUT_PKTS: 5, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 91, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 271, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 271, SRC_TO_DST_SECOND_BYTES: 349.0, DST_TO_SRC_SECOND_BYTES: 443.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 2792000, DST_TO_SRC_AVG_THROUGHPUT: 3544000, NUM_PKTS_UP_TO_128_BYTES: 9, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 17922, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
367,397
IPV4_SRC_ADDR: 18.219.193.20, L4_SRC_PORT: 36716, IPV4_DST_ADDR: 172.31.69.25, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 3333, IN_PKTS: 23, OUT_BYTES: 4812, OUT_PKTS: 20, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294748, DURATION_IN: 219, DURATION_OUT: 219, MIN_TTL: 63, MAX_TTL: 63, LONGEST_FLOW_PKT: 987, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 987, SRC_TO_DST_SECOND_BYTES: 3333.0, DST_TO_SRC_SECOND_BYTES: 4812.0, RETRANSMITTED_IN_BYTES: 1222, RETRANSMITTED_IN_PKTS: 3, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 120000, DST_TO_SRC_AVG_THROUGHPUT: 168000, NUM_PKTS_UP_TO_128_BYTES: 33, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 6, NUM_PKTS_512_TO_1024_BYTES: 4, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 26883, TCP_WIN_MAX_OUT: 26847, ICMP_TYPE: 50688, ICMP_IPV4_TYPE: 198, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
11
8DoS attacks-Hulk
132,944
IPV4_SRC_ADDR: 5.188.10.140, L4_SRC_PORT: 62163, IPV4_DST_ADDR: 172.31.64.64, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1408, IN_PKTS: 9, OUT_BYTES: 1721, OUT_PKTS: 7, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 108, MAX_TTL: 108, LONGEST_FLOW_PKT: 1189, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1189, SRC_TO_DST_SECOND_BYTES: 1408.0, DST_TO_SRC_SECOND_BYTES: 1721.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11264000, DST_TO_SRC_AVG_THROUGHPUT: 13768000, NUM_PKTS_UP_TO_128_BYTES: 11, NUM_PKTS_128_TO_256_BYTES: 3, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
3,351
IPV4_SRC_ADDR: 172.31.65.41, L4_SRC_PORT: 53468, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.126, IN_BYTES: 71, IN_PKTS: 1, OUT_BYTES: 99, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 99, SHORTEST_FLOW_PKT: 71, MIN_IP_PKT_LEN: 71, MAX_IP_PKT_LEN: 99, SRC_TO_DST_SECOND_BYTES: 142.0, DST_TO_SRC_SECOND_BYTES: 99.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1136000, DST_TO_SRC_AVG_THROUGHPUT: 792000, NUM_PKTS_UP_TO_128_BYTES: 3, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 65415, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 55, FTP_COMMAND_RET_CODE: 0
00
0Benign
234,766
IPV4_SRC_ADDR: 172.31.67.77, L4_SRC_PORT: 60192, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 70, IN_PKTS: 1, OUT_BYTES: 86, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 86, SHORTEST_FLOW_PKT: 70, MIN_IP_PKT_LEN: 70, MAX_IP_PKT_LEN: 86, SRC_TO_DST_SECOND_BYTES: 70.0, DST_TO_SRC_SECOND_BYTES: 86.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 560000, DST_TO_SRC_AVG_THROUGHPUT: 688000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 29519, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
228,700
IPV4_SRC_ADDR: 172.31.66.74, L4_SRC_PORT: 49669, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.119, IN_BYTES: 67, IN_PKTS: 1, OUT_BYTES: 95, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 95, SHORTEST_FLOW_PKT: 67, MIN_IP_PKT_LEN: 67, MAX_IP_PKT_LEN: 95, SRC_TO_DST_SECOND_BYTES: 67.0, DST_TO_SRC_SECOND_BYTES: 95.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 536000, DST_TO_SRC_AVG_THROUGHPUT: 760000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 12503, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 30, FTP_COMMAND_RET_CODE: 0
00
0Benign
374,537
IPV4_SRC_ADDR: 69.10.48.134, L4_SRC_PORT: 50097, IPV4_DST_ADDR: 172.31.65.56, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1470, IN_PKTS: 8, OUT_BYTES: 1873, OUT_PKTS: 7, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 30, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 105, MAX_TTL: 105, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1470.0, DST_TO_SRC_SECOND_BYTES: 1873.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11760000, DST_TO_SRC_AVG_THROUGHPUT: 14984000, NUM_PKTS_UP_TO_128_BYTES: 10, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
115,473
IPV4_SRC_ADDR: 172.31.67.96, L4_SRC_PORT: 55483, IPV4_DST_ADDR: 172.217.8.14, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.126, IN_BYTES: 1485, IN_PKTS: 15, OUT_BYTES: 2052, OUT_PKTS: 13, TCP_FLAGS: 218, CLIENT_TCP_FLAGS: 218, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 746, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 746, SRC_TO_DST_SECOND_BYTES: 1485.0, DST_TO_SRC_SECOND_BYTES: 2052.0, RETRANSMITTED_IN_BYTES: 369, RETRANSMITTED_IN_PKTS: 9, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11880000, DST_TO_SRC_AVG_THROUGHPUT: 16416000, NUM_PKTS_UP_TO_128_BYTES: 24, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 2, NUM_PKTS_512_TO_1024_BYTES: 2, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 42780, ICMP_TYPE: 28928, ICMP_IPV4_TYPE: 113, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
264,400
IPV4_SRC_ADDR: 172.31.64.20, L4_SRC_PORT: 52614, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 64, IN_PKTS: 1, OUT_BYTES: 80, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 80, SHORTEST_FLOW_PKT: 64, MIN_IP_PKT_LEN: 64, MAX_IP_PKT_LEN: 80, SRC_TO_DST_SECOND_BYTES: 64.0, DST_TO_SRC_SECOND_BYTES: 80.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 512000, DST_TO_SRC_AVG_THROUGHPUT: 640000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 64964, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0
00
0Benign
115,971
IPV4_SRC_ADDR: 66.17.123.196, L4_SRC_PORT: 51370, IPV4_DST_ADDR: 172.31.64.80, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1464, IN_PKTS: 8, OUT_BYTES: 1873, OUT_PKTS: 7, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 90, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 107, MAX_TTL: 107, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1464.0, DST_TO_SRC_SECOND_BYTES: 1873.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11712000, DST_TO_SRC_AVG_THROUGHPUT: 14984000, NUM_PKTS_UP_TO_128_BYTES: 10, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0
00
0Benign
291,585

Dataset Card for NF-CSE-CIC-IDS2018-v2

Note: Dataset is split following a 95 to 5% ratio by stratifying the attack type label.

Dataset Description

The original pcap files of the CSE-CIC-IDS2018 dataset are utilised to generate a NetFlow-based dataset called NF-CSE-CIC-IDS2018-v2. The total number of flows is 18,893,708 out of which 2,258,141 (11.95%) are attack samples and 16,635,567 (88.05%) are benign ones, the table below represents the dataset's distribution.

Class Count Description
Benign 7373198 Normal unmalicious flows
BruteForce 287597 A technique that aims to obtain usernames and password credentials by accessing a list of predefined possibilities
Bot 15683 An attack that enables an attacker to remotely control several hijacked computers to perform malicious activities.
DoS 269361 An attempt to overload a computer system's resources with the aim of preventing access to or availability of its data.
DDoS 380096 An attempt similar to DoS but has multiple different distributed sources.
Infiltration 62072 An inside attack that sends a malicious file via an email to exploit an application and is followed by a backdoor that scans the network for other vulnerabilities
Web Attacks 4394 A group that includes SQL injections, command injections and unrestricted file uploads

The use of the datasets for academic research purposes is granted in perpetuity after citing the above papers. For commercial purposes, it should be agreed upon by the authors.

Please get in touch with the author Mohanad Sarhan for more details.

Dataset Sources

License

The use of the datasets for academic research purposes is granted in perpetuity after citing the above papers. For commercial purposes, it should be agreed upon by the authors.

Please get in touch with the author Mohanad Sarhan for more details.

Uses

Network flow based Intrusion Detection Systems

Dataset Structure

Feature Description
IPV4_SRC_ADDR IPv4 source address
IPV4_DST_ADDR IPv4 destination address
L4_SRC_PORT IPv4 source port number
L4_DST_PORT IPv4 destination port number
PROTOCOL IP protocol identifier byte
L7_PROTO Layer 7 protocol (numeric)
IN_BYTES Incoming number of bytes
OUT_BYTES Outgoing number of bytes
IN_PKTS Incoming number of packets
OUT_PKTS Outgoing number of packets
FLOW_DURATION_MILLISECONDS Flow duration in milliseconds
TCP_FLAGS Cumulative of all TCP flags
CLIENT_TCP_FLAGS Cumulative of all client TCP flags
SERVER_TCP_FLAGS Cumulative of all server TCP flags
DURATION_IN Client to Server stream duration (msec)
DURATION_OUT Client to Server stream duration (msec)
MIN_TTL Min flow TTL
MAX_TTL Max flow TTL
LONGEST_FLOW_PKT Longest packet (bytes) of the flow
SHORTEST_FLOW_PKT Shortest packet (bytes) of the flow
MIN_IP_PKT_LEN Len of the smallest flow IP packet observed
MAX_IP_PKT_LEN Len of the largest flow IP packet observed
SRC_TO_DST_SECOND_BYTES Src to dst Bytes/sec
DST_TO_SRC_SECOND_BYTES Dst to src Bytes/sec
RETRANSMITTED_IN_BYTES Number of retransmitted TCP flow bytes (src->dst)
RETRANSMITTED_IN_PKTS Number of retransmitted TCP flow packets (src->dst)
RETRANSMITTED_OUT_BYTES Number of retransmitted TCP flow bytes (dst->src)
RETRANSMITTED_OUT_PKTS Number of retransmitted TCP flow packets (dst->src)
SRC_TO_DST_AVG_THROUGHPUT Src to dst average thpt (bps)
DST_TO_SRC_AVG_THROUGHPUT Dst to src average thpt (bps)
NUM_PKTS_UP_TO_128_BYTES Packets whose IP size <= 128
NUM_PKTS_128_TO_256_BYTES Packets whose IP size > 128 and <= 256
NUM_PKTS_256_TO_512_BYTES Packets whose IP size > 256 and <= 512
NUM_PKTS_512_TO_1024_BYTES Packets whose IP size > 512 and <= 1024
NUM_PKTS_1024_TO_1514_BYTES Packets whose IP size > 1024 and <= 1514
TCP_WIN_MAX_IN Max TCP Window (src->dst)
TCP_WIN_MAX_OUT Max TCP Window (dst->src)
ICMP_TYPE ICMP Type * 256 + ICMP code
ICMP_IPV4_TYPE ICMP Type
DNS_QUERY_ID DNS query transaction Id
DNS_QUERY_TYPE DNS query type (e.g. 1=A, 2=NS..)
DNS_TTL_ANSWER TTL of the first A record (if any)
FTP_COMMAND_RET_CODE FTP client command return code

Citation

BibTeX:

@article{sarhan2022towards,
  title={Towards a standard feature set for network intrusion detection system datasets},
  author={Sarhan, Mohanad and Layeghy, Siamak and Portmann, Marius},
  journal={Mobile networks and applications},
  pages={1--14},
  year={2022},
  publisher={Springer}
}

APA:

Sarhan, M., Layeghy, S., & Portmann, M. (2022). Towards a standard feature set for network intrusion detection system datasets. Mobile networks and applications, 1-14.

Downloads last month
56
Edit dataset card