input
large_stringlengths
959
1.09k
output
class label
2 classes
Attack
class label
21 classes
__null_dask_index__
int64
0
355k
IPV4_SRC_ADDR: 151.236.38.169, L4_SRC_PORT: 64960, IPV4_DST_ADDR: 172.31.64.123, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1520, IN_PKTS: 9, OUT_BYTES: 1913, OUT_PKTS: 8, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 90, 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: 1520.0, DST_TO_SRC_SECOND_BYTES: 1913.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 12160000, DST_TO_SRC_AVG_THROUGHPUT: 15304000, NUM_PKTS_UP_TO_128_BYTES: 12, 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: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
309,034
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 12856, IPV4_DST_ADDR: 192.168.100.6, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 4293592, DURATION_IN: 1375, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140.0, DST_TO_SRC_SECOND_BYTES: 40.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 320000, NUM_PKTS_UP_TO_128_BYTES: 1, 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: 512, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
247,642
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 55941, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293358, DURATION_IN: 1609, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140.0, 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: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
293,165
IPV4_SRC_ADDR: 192.168.1.35, L4_SRC_PORT: 59794, IPV4_DST_ADDR: 192.168.1.195, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 3159, IN_PKTS: 6, OUT_BYTES: 3758, OUT_PKTS: 5, TCP_FLAGS: 26, CLIENT_TCP_FLAGS: 26, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 4294952, DURATION_IN: 15, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 1500, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 3159.0, DST_TO_SRC_SECOND_BYTES: 3758.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1576000, DST_TO_SRC_AVG_THROUGHPUT: 30064000, 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: 1, NUM_PKTS_1024_TO_1514_BYTES: 4, TCP_WIN_MAX_IN: 29200, TCP_WIN_MAX_OUT: 65535, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
15injection
117,970
IPV4_SRC_ADDR: 172.31.65.123, L4_SRC_PORT: 64307, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.178, IN_BYTES: 88, IN_PKTS: 1, OUT_BYTES: 162, 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: 162, SHORTEST_FLOW_PKT: 88, MIN_IP_PKT_LEN: 88, MAX_IP_PKT_LEN: 162, SRC_TO_DST_SECOND_BYTES: 88.0, DST_TO_SRC_SECOND_BYTES: 162.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 704000, DST_TO_SRC_AVG_THROUGHPUT: 1296000, 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: 48336, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
306,189
IPV4_SRC_ADDR: 192.168.1.39, L4_SRC_PORT: 5249, IPV4_DST_ADDR: 192.168.1.195, L4_DST_PORT: 5249, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 4000, IN_PKTS: 100, 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: 234, MAX_TTL: 234, LONGEST_FLOW_PKT: 40, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 40, SRC_TO_DST_SECOND_BYTES: 4000.0, 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: 32000000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 100, 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: 1641, 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: 0.0, Dataset: NF-ToN-IoT-v2
11
6DoS
175,400
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 16300, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 84, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293623, DURATION_IN: 1344, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 282828.0, 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: 224000, 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: 0, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
166,948
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 34464, IPV4_DST_ADDR: 192.168.1.250, L4_DST_PORT: 1494, PROTOCOL: 6, L7_PROTO: 132.0, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
189,993
IPV4_SRC_ADDR: 172.31.65.109, L4_SRC_PORT: 58994, 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: 57492, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 13, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
33,969
IPV4_SRC_ADDR: 192.168.1.184, L4_SRC_PORT: 443, IPV4_DST_ADDR: 192.168.1.31, L4_DST_PORT: 35314, PROTOCOL: 6, L7_PROTO: 91.0, IN_BYTES: 52, IN_PKTS: 1, OUT_BYTES: 52, OUT_PKTS: 1, TCP_FLAGS: 17, CLIENT_TCP_FLAGS: 17, SERVER_TCP_FLAGS: 16, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 52, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 52, SRC_TO_DST_SECOND_BYTES: 52.0, DST_TO_SRC_SECOND_BYTES: 52.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 416000, DST_TO_SRC_AVG_THROUGHPUT: 416000, 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: 227, TCP_WIN_MAX_OUT: 229, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
79,884
IPV4_SRC_ADDR: 172.31.66.80, L4_SRC_PORT: 51371, IPV4_DST_ADDR: 152.195.32.112, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1014, IN_PKTS: 11, OUT_BYTES: 7371, OUT_PKTS: 13, TCP_FLAGS: 223, CLIENT_TCP_FLAGS: 223, 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: 1014.0, DST_TO_SRC_SECOND_BYTES: 7371.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 8112000, DST_TO_SRC_AVG_THROUGHPUT: 58968000, NUM_PKTS_UP_TO_128_BYTES: 15, 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: 4, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 65535, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
92,535
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 14449, IPV4_DST_ADDR: 192.168.100.6, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293671, DURATION_IN: 1296, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
128,638
IPV4_SRC_ADDR: 172.31.65.86, L4_SRC_PORT: 51697, IPV4_DST_ADDR: 66.150.118.35, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 652, IN_PKTS: 5, OUT_BYTES: 426, OUT_PKTS: 3, 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: 480, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 480, SRC_TO_DST_SECOND_BYTES: 652.0, DST_TO_SRC_SECOND_BYTES: 426.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 5216000, DST_TO_SRC_AVG_THROUGHPUT: 3408000, NUM_PKTS_UP_TO_128_BYTES: 6, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 2, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 14600, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
227,732
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 49644, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 360, IN_PKTS: 4, OUT_BYTES: 88, OUT_PKTS: 2, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 6, SERVER_TCP_FLAGS: 18, FLOW_DURATION_MILLISECONDS: 4292935, DURATION_IN: 2032, DURATION_OUT: 1953, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 180180.0, DST_TO_SRC_SECOND_BYTES: 4444.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 16000, DST_TO_SRC_AVG_THROUGHPUT: 352000, NUM_PKTS_UP_TO_128_BYTES: 4, 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: 512, TCP_WIN_MAX_OUT: 29200, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
11Reconnaissance
212,795
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 7831, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294432, DURATION_IN: 535, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 56.0, 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: 0, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
297,180
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 20077, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293936, DURATION_IN: 1031, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
158,078
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 11960, IPV4_DST_ADDR: 192.168.1.186, L4_DST_PORT: 49555, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 48, 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: 48, SHORTEST_FLOW_PKT: 48, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 48, SRC_TO_DST_SECOND_BYTES: 48.0, 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: 384000, 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: 4096, 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: 0.0, Dataset: NF-ToN-IoT-v2
11
19scanning
84,499
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 58431, IPV4_DST_ADDR: 192.168.1.46, L4_DST_PORT: 2001, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
186,982
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 1555, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 320, IN_PKTS: 3, OUT_BYTES: 44, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 6, SERVER_TCP_FLAGS: 18, FLOW_DURATION_MILLISECONDS: 4293577, DURATION_IN: 1390, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 180140.0, DST_TO_SRC_SECOND_BYTES: 44.0, RETRANSMITTED_IN_BYTES: 140, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 24000, DST_TO_SRC_AVG_THROUGHPUT: 352000, 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: 512, TCP_WIN_MAX_OUT: 29200, ICMP_TYPE: 35840, ICMP_IPV4_TYPE: 140, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
150,902
IPV4_SRC_ADDR: 192.168.1.184, L4_SRC_PORT: 443, IPV4_DST_ADDR: 192.168.1.38, L4_DST_PORT: 50054, PROTOCOL: 6, L7_PROTO: 91.0, IN_BYTES: 276, IN_PKTS: 5, OUT_BYTES: 328, OUT_PKTS: 6, TCP_FLAGS: 19, CLIENT_TCP_FLAGS: 19, SERVER_TCP_FLAGS: 18, FLOW_DURATION_MILLISECONDS: 4294638, DURATION_IN: 329, DURATION_OUT: 329, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 60, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 60, SRC_TO_DST_SECOND_BYTES: 276.0, DST_TO_SRC_SECOND_BYTES: 328.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 0, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 11, 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: 28960, TCP_WIN_MAX_OUT: 29200, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
122,781
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 33109, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294155, DURATION_IN: 812, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 140, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 35840, ICMP_IPV4_TYPE: 140, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
318,126
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 30929, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293608, DURATION_IN: 1359, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 140, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 35840, ICMP_IPV4_TYPE: 140, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
69,496
IPV4_SRC_ADDR: 172.31.65.18, L4_SRC_PORT: 60898, 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: 39113, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
227,554
IPV4_SRC_ADDR: 192.168.1.39, L4_SRC_PORT: 50095, IPV4_DST_ADDR: 192.168.1.1, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 68, IN_PKTS: 1, OUT_BYTES: 100, 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: 100, SHORTEST_FLOW_PKT: 68, MIN_IP_PKT_LEN: 68, MAX_IP_PKT_LEN: 100, SRC_TO_DST_SECOND_BYTES: 68.0, DST_TO_SRC_SECOND_BYTES: 100.0, 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: 800000, 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: 2447, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 3, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
20xss
199,402
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 21834, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293482, DURATION_IN: 1485, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 140, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 35840, ICMP_IPV4_TYPE: 140, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
83,741
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 35014, IPV4_DST_ADDR: 192.168.100.6, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294123, DURATION_IN: 844, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
91,106
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 9120, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294040, DURATION_IN: 927, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
274,301
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 27197, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294405, DURATION_IN: 562, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
192,805
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 2084, IPV4_DST_ADDR: 192.168.1.193, L4_DST_PORT: 2241, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 48, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 48, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 48, SRC_TO_DST_SECOND_BYTES: 48.0, DST_TO_SRC_SECOND_BYTES: 40.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 384000, DST_TO_SRC_AVG_THROUGHPUT: 320000, 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: 4096, 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: 0.0, Dataset: NF-ToN-IoT-v2
11
19scanning
230,066
IPV4_SRC_ADDR: 172.31.64.108, L4_SRC_PORT: 53177, IPV4_DST_ADDR: 54.174.229.179, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.178, IN_BYTES: 2710, IN_PKTS: 22, OUT_BYTES: 9052, OUT_PKTS: 27, 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: 1500, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 2710.0, DST_TO_SRC_SECOND_BYTES: 9052.0, RETRANSMITTED_IN_BYTES: 328, RETRANSMITTED_IN_PKTS: 8, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 21680000, DST_TO_SRC_AVG_THROUGHPUT: 72416000, NUM_PKTS_UP_TO_128_BYTES: 38, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 4, NUM_PKTS_1024_TO_1514_BYTES: 4, TCP_WIN_MAX_IN: 64240, TCP_WIN_MAX_OUT: 35040, ICMP_TYPE: 18432, ICMP_IPV4_TYPE: 72, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
128,409
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 35698, IPV4_DST_ADDR: 192.168.35.97, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 40, IN_PKTS: 1, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 16, CLIENT_TCP_FLAGS: 16, 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: 0.0, Dataset: NF-ToN-IoT-v2
11
19scanning
224,952
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 17916, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294530, DURATION_IN: 437, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 280.0, 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: 0, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
278,481
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 61155, IPV4_DST_ADDR: 192.168.1.79, L4_DST_PORT: 61532, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 4294936, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 44, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 44, SRC_TO_DST_SECOND_BYTES: 44.0, DST_TO_SRC_SECOND_BYTES: 40.0, 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: 320000, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
11
19scanning
256,246
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 12368, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294154, DURATION_IN: 813, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
223,248
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 32912, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294482, DURATION_IN: 485, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 56.0, 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: 0, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
329,897
IPV4_SRC_ADDR: 192.168.1.30, L4_SRC_PORT: 33195, IPV4_DST_ADDR: 192.168.1.180, L4_DST_PORT: 10855, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 48, 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: 48, SHORTEST_FLOW_PKT: 48, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 48, SRC_TO_DST_SECOND_BYTES: 48.0, 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: 384000, 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: 4096, 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: 0.0, Dataset: NF-ToN-IoT-v2
11
19scanning
252,926
IPV4_SRC_ADDR: 172.31.65.27, L4_SRC_PORT: 64153, 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: 175, 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: 175, SHORTEST_FLOW_PKT: 79, MIN_IP_PKT_LEN: 79, MAX_IP_PKT_LEN: 175, SRC_TO_DST_SECOND_BYTES: 79.0, DST_TO_SRC_SECOND_BYTES: 175.0, 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: 1400000, 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: 29193, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
96,720
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 52393, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294077, DURATION_IN: 890, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140.0, 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: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
90,099
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 23427, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294482, DURATION_IN: 485, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 280.0, 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: 0, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
208,011
IPV4_SRC_ADDR: 192.168.1.30, L4_SRC_PORT: 65060, IPV4_DST_ADDR: 192.168.1.195, L4_DST_PORT: 6003, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
105,240
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 33617, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293967, DURATION_IN: 1000, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
42,778
IPV4_SRC_ADDR: 192.168.1.30, L4_SRC_PORT: 40332, IPV4_DST_ADDR: 192.168.1.190, L4_DST_PORT: 5850, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 44, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 44, SRC_TO_DST_SECOND_BYTES: 44.0, DST_TO_SRC_SECOND_BYTES: 40.0, 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: 320000, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
319,910
IPV4_SRC_ADDR: 172.31.66.15, L4_SRC_PORT: 62733, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 69, IN_PKTS: 1, OUT_BYTES: 197, 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: 197, SHORTEST_FLOW_PKT: 69, MIN_IP_PKT_LEN: 69, MAX_IP_PKT_LEN: 197, SRC_TO_DST_SECOND_BYTES: 69.0, DST_TO_SRC_SECOND_BYTES: 197.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 552000, DST_TO_SRC_AVG_THROUGHPUT: 1576000, 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: 1442, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
63,843
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 55776, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294092, DURATION_IN: 875, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
305,480
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 10093, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 320, IN_PKTS: 3, OUT_BYTES: 44, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 6, SERVER_TCP_FLAGS: 18, FLOW_DURATION_MILLISECONDS: 4293483, DURATION_IN: 1484, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 180140.0, DST_TO_SRC_SECOND_BYTES: 44.0, RETRANSMITTED_IN_BYTES: 140, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 8000, DST_TO_SRC_AVG_THROUGHPUT: 352000, 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: 512, TCP_WIN_MAX_OUT: 29200, ICMP_TYPE: 35840, ICMP_IPV4_TYPE: 140, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
37,665
IPV4_SRC_ADDR: 192.168.1.36, L4_SRC_PORT: 38626, IPV4_DST_ADDR: 192.168.1.190, L4_DST_PORT: 465, PROTOCOL: 6, L7_PROTO: 91.29, IN_BYTES: 320, IN_PKTS: 5, OUT_BYTES: 223, OUT_PKTS: 4, TCP_FLAGS: 31, CLIENT_TCP_FLAGS: 30, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 104, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 104, SRC_TO_DST_SECOND_BYTES: 320.0, DST_TO_SRC_SECOND_BYTES: 223.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 2560000, DST_TO_SRC_AVG_THROUGHPUT: 1784000, NUM_PKTS_UP_TO_128_BYTES: 9, 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: 29200, TCP_WIN_MAX_OUT: 28960, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
131,073
IPV4_SRC_ADDR: 192.168.1.30, L4_SRC_PORT: 57040, IPV4_DST_ADDR: 192.168.1.49, L4_DST_PORT: 6547, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 44, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 44, SRC_TO_DST_SECOND_BYTES: 44.0, DST_TO_SRC_SECOND_BYTES: 40.0, 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: 320000, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
172,071
IPV4_SRC_ADDR: 192.168.1.190, L4_SRC_PORT: 1149, IPV4_DST_ADDR: 192.168.1.31, L4_DST_PORT: 54762, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 40, IN_PKTS: 1, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 20, CLIENT_TCP_FLAGS: 20, 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: 0, 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: 0.0, Dataset: NF-ToN-IoT-v2
11
19scanning
266,643
IPV4_SRC_ADDR: 191.96.249.131, L4_SRC_PORT: 55849, IPV4_DST_ADDR: 172.31.66.65, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 64, IN_PKTS: 1, 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: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 64, SHORTEST_FLOW_PKT: 64, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 64, SRC_TO_DST_SECOND_BYTES: 64.0, 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: 512000, 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: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 9158, DNS_QUERY_TYPE: 255, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
296,186
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 28899, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 140, IN_PKTS: 5, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293638, DURATION_IN: 1329, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 288428.0, 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: 224000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 5, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
247,361
IPV4_SRC_ADDR: 52.14.136.135, L4_SRC_PORT: 59910, IPV4_DST_ADDR: 172.31.69.28, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.178, IN_BYTES: 531, IN_PKTS: 6, OUT_BYTES: 1147, OUT_PKTS: 5, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4291382, DURATION_IN: 3584, DURATION_OUT: 576, 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: 5239980.0, DST_TO_SRC_SECOND_BYTES: 921055.0, 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: 8000, NUM_PKTS_UP_TO_128_BYTES: 9, 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: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
11
5DDoS
37,743
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 39499, IPV4_DST_ADDR: 192.168.1.46, L4_DST_PORT: 6699, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
10,241
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 35060, IPV4_DST_ADDR: 192.168.1.190, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 487, IN_PKTS: 6, OUT_BYTES: 3195, OUT_PKTS: 6, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 1500, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 487.0, DST_TO_SRC_SECOND_BYTES: 3195.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 3896000, DST_TO_SRC_AVG_THROUGHPUT: 25560000, NUM_PKTS_UP_TO_128_BYTES: 9, 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: 2, TCP_WIN_MAX_IN: 29200, TCP_WIN_MAX_OUT: 28960, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
17password
223,638
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 55273, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 560, IN_PKTS: 4, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293420, DURATION_IN: 1547, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 280280.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 280, RETRANSMITTED_IN_PKTS: 2, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 6144, ICMP_IPV4_TYPE: 24, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
125,610
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 54392, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 420, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293221, DURATION_IN: 1746, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140280.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 140, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 35840, ICMP_IPV4_TYPE: 140, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
177,446
IPV4_SRC_ADDR: 192.168.1.30, L4_SRC_PORT: 45026, IPV4_DST_ADDR: 192.168.1.184, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 938, IN_PKTS: 9, OUT_BYTES: 3495, OUT_PKTS: 16, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 26, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294811, DURATION_IN: 156, DURATION_OUT: 156, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 1406, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 1406, SRC_TO_DST_SECOND_BYTES: 938.0, DST_TO_SRC_SECOND_BYTES: 3495.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 1480, RETRANSMITTED_OUT_PKTS: 8, SRC_TO_DST_AVG_THROUGHPUT: 40000, DST_TO_SRC_AVG_THROUGHPUT: 176000, NUM_PKTS_UP_TO_128_BYTES: 12, NUM_PKTS_128_TO_256_BYTES: 12, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 29200, TCP_WIN_MAX_OUT: 28960, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
5DDoS
59,864
IPV4_SRC_ADDR: 172.31.65.126, L4_SRC_PORT: 51492, IPV4_DST_ADDR: 192.0.73.2, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1438, IN_PKTS: 18, OUT_BYTES: 7057, OUT_PKTS: 16, 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: 1500, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 1438.0, DST_TO_SRC_SECOND_BYTES: 7057.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11504000, DST_TO_SRC_AVG_THROUGHPUT: 56456000, NUM_PKTS_UP_TO_128_BYTES: 25, NUM_PKTS_128_TO_256_BYTES: 4, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 4, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 29200, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
339,336
IPV4_SRC_ADDR: 172.31.64.36, L4_SRC_PORT: 50075, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.24, IN_BYTES: 75, IN_PKTS: 1, OUT_BYTES: 299, 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: 299, SHORTEST_FLOW_PKT: 75, MIN_IP_PKT_LEN: 75, MAX_IP_PKT_LEN: 299, SRC_TO_DST_SECOND_BYTES: 75.0, DST_TO_SRC_SECOND_BYTES: 299.0, 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: 2392000, 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: 20864, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
301,949
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 59460, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 30657, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 44, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 44, SRC_TO_DST_SECOND_BYTES: 44.0, DST_TO_SRC_SECOND_BYTES: 40.0, 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: 320000, 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: 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: 0.0, Dataset: NF-BoT-IoT-v2
11
11Reconnaissance
323,646
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 56539, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294295, DURATION_IN: 672, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 140, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 35840, ICMP_IPV4_TYPE: 140, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
41,855
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 7227, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293263, DURATION_IN: 1704, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140.0, 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: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
339,645
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 53223, IPV4_DST_ADDR: 192.168.35.206, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.0, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
11
19scanning
213,331
IPV4_SRC_ADDR: 192.168.1.35, L4_SRC_PORT: 42978, IPV4_DST_ADDR: 176.28.50.165, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 838, IN_PKTS: 6, OUT_BYTES: 940, OUT_PKTS: 4, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 776, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 776, SRC_TO_DST_SECOND_BYTES: 838.0, DST_TO_SRC_SECOND_BYTES: 940.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 6704000, DST_TO_SRC_AVG_THROUGHPUT: 7520000, 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: 2, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 29200, TCP_WIN_MAX_OUT: 5792, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
20xss
184,524
IPV4_SRC_ADDR: 192.168.1.30, L4_SRC_PORT: 55350, IPV4_DST_ADDR: 192.168.1.184, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.0, IN_BYTES: 224, IN_PKTS: 4, OUT_BYTES: 172, OUT_PKTS: 3, TCP_FLAGS: 19, CLIENT_TCP_FLAGS: 18, SERVER_TCP_FLAGS: 19, FLOW_DURATION_MILLISECONDS: 4294686, DURATION_IN: 250, DURATION_OUT: 281, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 60, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 60, SRC_TO_DST_SECOND_BYTES: 224.0, DST_TO_SRC_SECOND_BYTES: 172.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 0, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 7, 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: 29200, TCP_WIN_MAX_OUT: 28960, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
5DDoS
279,934
IPV4_SRC_ADDR: 59.166.0.5, L4_SRC_PORT: 27285, IPV4_DST_ADDR: 149.171.126.2, L4_DST_PORT: 25429, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 2854, IN_PKTS: 46, OUT_BYTES: 31538, OUT_PKTS: 48, 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: 32, LONGEST_FLOW_PKT: 1363, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 1363, SRC_TO_DST_SECOND_BYTES: 2854.0, DST_TO_SRC_SECOND_BYTES: 31538.0, RETRANSMITTED_IN_BYTES: 539, RETRANSMITTED_IN_PKTS: 6, RETRANSMITTED_OUT_BYTES: 15349, RETRANSMITTED_OUT_PKTS: 16, SRC_TO_DST_AVG_THROUGHPUT: 22832000, DST_TO_SRC_AVG_THROUGHPUT: 252304000, NUM_PKTS_UP_TO_128_BYTES: 72, 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: 22, TCP_WIN_MAX_IN: 28960, TCP_WIN_MAX_OUT: 14480, ICMP_TYPE: 6912, ICMP_IPV4_TYPE: 27, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-UNSW-NB15-v2
00
2Benign
231,807
IPV4_SRC_ADDR: 192.168.1.190, L4_SRC_PORT: 65137, IPV4_DST_ADDR: 192.58.128.30, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 56, IN_PKTS: 1, OUT_BYTES: 1125, 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: 1125, SHORTEST_FLOW_PKT: 56, MIN_IP_PKT_LEN: 56, MAX_IP_PKT_LEN: 1125, SRC_TO_DST_SECOND_BYTES: 56.0, DST_TO_SRC_SECOND_BYTES: 1125.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 448000, DST_TO_SRC_AVG_THROUGHPUT: 9000000, 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: 1, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 62978, DNS_QUERY_TYPE: 2, DNS_TTL_ANSWER: 518400, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
143,936
IPV4_SRC_ADDR: 192.168.1.38, L4_SRC_PORT: 40934, IPV4_DST_ADDR: 176.28.50.165, L4_DST_PORT: 21, PROTOCOL: 6, L7_PROTO: 1.0, IN_BYTES: 121, IN_PKTS: 3, OUT_BYTES: 210, OUT_PKTS: 3, TCP_FLAGS: 24, CLIENT_TCP_FLAGS: 24, SERVER_TCP_FLAGS: 24, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 105, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 105, SRC_TO_DST_SECOND_BYTES: 344.0, DST_TO_SRC_SECOND_BYTES: 375.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 2280000, DST_TO_SRC_AVG_THROUGHPUT: 2704000, NUM_PKTS_UP_TO_128_BYTES: 11, 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: 229, TCP_WIN_MAX_OUT: 46, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 530.0, Dataset: NF-ToN-IoT-v2
11
17password
202,106
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 39386, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 84, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293612, DURATION_IN: 1355, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 282828.0, 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: 224000, 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: 0, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
66,283
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 44420, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 140, IN_PKTS: 5, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293524, DURATION_IN: 1443, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 288428.0, 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: 224000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 5, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
240,482
IPV4_SRC_ADDR: 185.222.56.84, L4_SRC_PORT: 31312, IPV4_DST_ADDR: 172.31.66.100, 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: 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: 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: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
15,449
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 36827, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 84, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294342, DURATION_IN: 625, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 84.0, 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: 0, 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: 0, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
351,648
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 37925, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293936, DURATION_IN: 1031, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
291,295
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 6907, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 420, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293295, DURATION_IN: 1672, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140140.0, 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: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
214,193
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 28107, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294451, DURATION_IN: 516, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
110,984
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 15800, IPV4_DST_ADDR: 192.168.100.6, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293982, DURATION_IN: 985, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
224,494
IPV4_SRC_ADDR: 82.77.48.25, L4_SRC_PORT: 62920, IPV4_DST_ADDR: 172.31.65.68, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1464, IN_PKTS: 10, 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: 101, MAX_TTL: 101, LONGEST_FLOW_PKT: 1189, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1189, SRC_TO_DST_SECOND_BYTES: 1464.0, 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: 11712000, DST_TO_SRC_AVG_THROUGHPUT: 13768000, NUM_PKTS_UP_TO_128_BYTES: 12, 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: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
106,650
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 52071, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 44764, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 44, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 44, SRC_TO_DST_SECOND_BYTES: 44.0, DST_TO_SRC_SECOND_BYTES: 40.0, 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: 320000, 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: 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: 0.0, Dataset: NF-BoT-IoT-v2
11
11Reconnaissance
187,167
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 31362, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294234, DURATION_IN: 733, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
104,756
IPV4_SRC_ADDR: 172.31.66.72, L4_SRC_PORT: 56970, 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: 141, 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: 141, SHORTEST_FLOW_PKT: 61, MIN_IP_PKT_LEN: 61, MAX_IP_PKT_LEN: 141, SRC_TO_DST_SECOND_BYTES: 61.0, DST_TO_SRC_SECOND_BYTES: 141.0, 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: 1128000, 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: 65016, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 2, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
208,820
IPV4_SRC_ADDR: 18.216.24.42, L4_SRC_PORT: 54961, 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: 0, DURATION_IN: 0, 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: 1856000, 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: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
11
5DDoS
350,791
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 36103, IPV4_DST_ADDR: 192.168.1.195, L4_DST_PORT: 4279, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
120,406
IPV4_SRC_ADDR: 192.168.1.36, L4_SRC_PORT: 57116, IPV4_DST_ADDR: 192.168.1.190, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 4446, IN_PKTS: 15, OUT_BYTES: 2677, OUT_PKTS: 10, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294058, DURATION_IN: 909, DURATION_OUT: 909, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 1500, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 7503696.0, DST_TO_SRC_SECOND_BYTES: 7651912.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 124, RETRANSMITTED_OUT_PKTS: 1, SRC_TO_DST_AVG_THROUGHPUT: 11696000, DST_TO_SRC_AVG_THROUGHPUT: 6976000, NUM_PKTS_UP_TO_128_BYTES: 19, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 2, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 3, TCP_WIN_MAX_IN: 29200, TCP_WIN_MAX_OUT: 28960, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
15injection
237,891
IPV4_SRC_ADDR: 172.31.66.98, L4_SRC_PORT: 65322, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 78, 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: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 206, SHORTEST_FLOW_PKT: 78, MIN_IP_PKT_LEN: 78, MAX_IP_PKT_LEN: 206, SRC_TO_DST_SECOND_BYTES: 156.0, 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: 1248000, DST_TO_SRC_AVG_THROUGHPUT: 1648000, NUM_PKTS_UP_TO_128_BYTES: 2, 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: 768, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 59, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
170,671
IPV4_SRC_ADDR: 18.219.211.138, L4_SRC_PORT: 56944, IPV4_DST_ADDR: 172.31.69.25, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 1468, IN_PKTS: 10, OUT_BYTES: 2272, OUT_PKTS: 6, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 30, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 4294795, DURATION_IN: 172, DURATION_OUT: 172, MIN_TTL: 63, MAX_TTL: 63, LONGEST_FLOW_PKT: 1024, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 1024, SRC_TO_DST_SECOND_BYTES: 694774.0, DST_TO_SRC_SECOND_BYTES: 11361136.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 5632000, DST_TO_SRC_AVG_THROUGHPUT: 8848000, NUM_PKTS_UP_TO_128_BYTES: 12, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 3, 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: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
11
6DoS
153,234
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 35450, IPV4_DST_ADDR: 192.168.1.184, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 577, IN_PKTS: 5, OUT_BYTES: 428, OUT_PKTS: 4, TCP_FLAGS: 31, CLIENT_TCP_FLAGS: 30, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 361, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 361, SRC_TO_DST_SECOND_BYTES: 577.0, DST_TO_SRC_SECOND_BYTES: 428.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 4616000, DST_TO_SRC_AVG_THROUGHPUT: 3424000, NUM_PKTS_UP_TO_128_BYTES: 7, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 2, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 29200, TCP_WIN_MAX_OUT: 28960, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
5DDoS
10,293
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 44920, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293951, DURATION_IN: 1016, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
134,098
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 62888, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294226, DURATION_IN: 741, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
227,540
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 10679, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294607, DURATION_IN: 360, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
183,500
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 1524, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 280, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293108, DURATION_IN: 1859, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140.0, 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: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
228,093
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 3368, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 420, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4292576, DURATION_IN: 2391, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140280.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 140, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 35840, ICMP_IPV4_TYPE: 140, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
187,956
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 64620, IPV4_DST_ADDR: 192.168.1.180, L4_DST_PORT: 1248, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
240,648
IPV4_SRC_ADDR: 59.166.0.8, L4_SRC_PORT: 44897, IPV4_DST_ADDR: 149.171.126.7, L4_DST_PORT: 21, PROTOCOL: 6, L7_PROTO: 1.0, IN_BYTES: 1031, IN_PKTS: 19, OUT_BYTES: 1474, OUT_PKTS: 21, TCP_FLAGS: 24, CLIENT_TCP_FLAGS: 24, SERVER_TCP_FLAGS: 24, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 31, MAX_TTL: 32, LONGEST_FLOW_PKT: 106, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 106, SRC_TO_DST_SECOND_BYTES: 1478.0, DST_TO_SRC_SECOND_BYTES: 1716.0, RETRANSMITTED_IN_BYTES: 251, RETRANSMITTED_IN_PKTS: 4, RETRANSMITTED_OUT_BYTES: 437, RETRANSMITTED_OUT_PKTS: 5, SRC_TO_DST_AVG_THROUGHPUT: 464000, DST_TO_SRC_AVG_THROUGHPUT: 512000, NUM_PKTS_UP_TO_128_BYTES: 51, 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: 14480, TCP_WIN_MAX_OUT: 13032, ICMP_TYPE: 64256, ICMP_IPV4_TYPE: 251, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 230.0, Dataset: NF-UNSW-NB15-v2
00
2Benign
219,033
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 54670, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294332, DURATION_IN: 635, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
315,250
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 40783, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 84, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293466, DURATION_IN: 1501, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 282828.0, 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: 224000, 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: 0, 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: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
284,075
IPV4_SRC_ADDR: 192.168.1.180, L4_SRC_PORT: 38631, IPV4_DST_ADDR: 192.168.1.190, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 69, IN_PKTS: 1, OUT_BYTES: 117, 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: 117, SHORTEST_FLOW_PKT: 69, MIN_IP_PKT_LEN: 69, MAX_IP_PKT_LEN: 117, SRC_TO_DST_SECOND_BYTES: 69.0, DST_TO_SRC_SECOND_BYTES: 117.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 552000, DST_TO_SRC_AVG_THROUGHPUT: 936000, 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: 46407, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 604800, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
226,693
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 11291, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294108, DURATION_IN: 859, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 56.0, 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: 0, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
143,765
IPV4_SRC_ADDR: 18.219.193.20, L4_SRC_PORT: 52254, IPV4_DST_ADDR: 172.31.69.25, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 3898, IN_PKTS: 29, OUT_BYTES: 6015, OUT_PKTS: 25, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294717, DURATION_IN: 250, DURATION_OUT: 250, 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: 3166732.0, DST_TO_SRC_SECOND_BYTES: 48121203.0, RETRANSMITTED_IN_BYTES: 744, RETRANSMITTED_IN_PKTS: 2, RETRANSMITTED_OUT_BYTES: 1974, RETRANSMITTED_OUT_PKTS: 2, SRC_TO_DST_AVG_THROUGHPUT: 144000, DST_TO_SRC_AVG_THROUGHPUT: 232000, NUM_PKTS_UP_TO_128_BYTES: 42, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 7, 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: 59392, ICMP_IPV4_TYPE: 232, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
11
6DoS
227,554
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 23126, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 420, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293467, DURATION_IN: 1500, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140140140.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 140, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, 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: 512, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 35840, ICMP_IPV4_TYPE: 140, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
302,064
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 5195, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293951, DURATION_IN: 1016, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, 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: 224000, 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: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
265,744
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 48730, IPV4_DST_ADDR: 192.168.1.193, L4_DST_PORT: 44442, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 44, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 44, SRC_TO_DST_SECOND_BYTES: 44.0, DST_TO_SRC_SECOND_BYTES: 40.0, 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: 320000, 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: 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: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
28,745
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