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: 192.168.100.150, L4_SRC_PORT: 42437, 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: 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: 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
219,954
IPV4_SRC_ADDR: 172.31.64.125, L4_SRC_PORT: 50872, IPV4_DST_ADDR: 169.254.169.254, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 360, IN_PKTS: 5, OUT_BYTES: 455, OUT_PKTS: 5, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 283, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 283, SRC_TO_DST_SECOND_BYTES: 360.0, DST_TO_SRC_SECOND_BYTES: 455.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 2880000, DST_TO_SRC_AVG_THROUGHPUT: 3640000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 17922, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
277,017
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 60160, 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: 4294498, DURATION_IN: 469, 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
266,402
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 8467, 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: 4294256, DURATION_IN: 711, 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
162,761
IPV4_SRC_ADDR: 18.219.211.138, L4_SRC_PORT: 34414, IPV4_DST_ADDR: 172.31.69.25, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 1718, IN_PKTS: 12, OUT_BYTES: 2416, OUT_PKTS: 9, TCP_FLAGS: 31, CLIENT_TCP_FLAGS: 30, SERVER_TCP_FLAGS: 31, FLOW_DURATION_MILLISECONDS: 4294467, DURATION_IN: 500, DURATION_OUT: 500, MIN_TTL: 63, MAX_TTL: 63, LONGEST_FLOW_PKT: 1024, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1024, SRC_TO_DST_SECOND_BYTES: 1718.0, DST_TO_SRC_SECOND_BYTES: 2416.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 1024, RETRANSMITTED_OUT_PKTS: 1, SRC_TO_DST_AVG_THROUGHPUT: 24000, DST_TO_SRC_AVG_THROUGHPUT: 32000, NUM_PKTS_UP_TO_128_BYTES: 16, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 3, NUM_PKTS_512_TO_1024_BYTES: 2, 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
201,764
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 43252, 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: 4293826, DURATION_IN: 1141, 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
277,599
IPV4_SRC_ADDR: 192.168.1.190, L4_SRC_PORT: 80, IPV4_DST_ADDR: 192.168.1.30, L4_DST_PORT: 52548, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 156, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 17, CLIENT_TCP_FLAGS: 17, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294676, DURATION_IN: 291, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 52, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 52, SRC_TO_DST_SECOND_BYTES: 10452.0, 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: 227, 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
281,915
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 42467, 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: 4294279, DURATION_IN: 688, 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
331,028
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 59127, 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: 4293874, DURATION_IN: 1093, 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
327,162
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 30010, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 112, IN_PKTS: 4, 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: 2884.0, 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: 4, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
83,374
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 40222, IPV4_DST_ADDR: 192.168.100.6, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 140, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 4294952, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140.0, 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: 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: 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
161,642
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 57326, 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: 4294061, DURATION_IN: 906, 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
137,922
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 3075, 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: 4293529, DURATION_IN: 1438, 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: 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: 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: 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
348,997
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 32899, 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: 4293532, DURATION_IN: 1435, 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: 2856.0, 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
101,038
IPV4_SRC_ADDR: 192.168.1.34, L4_SRC_PORT: 36686, IPV4_DST_ADDR: 192.168.1.152, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 164, IN_PKTS: 3, OUT_BYTES: 112, OUT_PKTS: 2, TCP_FLAGS: 19, CLIENT_TCP_FLAGS: 18, SERVER_TCP_FLAGS: 19, FLOW_DURATION_MILLISECONDS: 4294951, DURATION_IN: 16, DURATION_OUT: 16, 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: 164.0, DST_TO_SRC_SECOND_BYTES: 112.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 72000, DST_TO_SRC_AVG_THROUGHPUT: 48000, 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: 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
45,121
IPV4_SRC_ADDR: 77.72.82.147, L4_SRC_PORT: 51059, IPV4_DST_ADDR: 172.31.67.70, L4_DST_PORT: 1897, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 40, IN_PKTS: 1, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 40, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 40, SRC_TO_DST_SECOND_BYTES: 40.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 320000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 1024, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
161,320
IPV4_SRC_ADDR: 172.31.65.118, L4_SRC_PORT: 65515, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 65, IN_PKTS: 1, OUT_BYTES: 81, 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: 81, SHORTEST_FLOW_PKT: 65, MIN_IP_PKT_LEN: 65, MAX_IP_PKT_LEN: 81, SRC_TO_DST_SECOND_BYTES: 130.0, DST_TO_SRC_SECOND_BYTES: 81.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1040000, DST_TO_SRC_AVG_THROUGHPUT: 648000, 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: 39042, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
306,543
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 33896, IPV4_DST_ADDR: 192.168.100.7, 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: 4293436, DURATION_IN: 1531, 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: 2856.0, 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
299,324
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 50354, IPV4_DST_ADDR: 192.168.35.208, 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
232,998
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 9084, 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: 4293592, DURATION_IN: 1375, 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: 5684.0, 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: 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
248,553
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 41292, IPV4_DST_ADDR: 192.168.1.184, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.0, IN_BYTES: 112, IN_PKTS: 2, OUT_BYTES: 60, OUT_PKTS: 1, TCP_FLAGS: 18, CLIENT_TCP_FLAGS: 18, SERVER_TCP_FLAGS: 18, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, 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: 112.0, DST_TO_SRC_SECOND_BYTES: 60.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 896000, DST_TO_SRC_AVG_THROUGHPUT: 480000, 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: 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
186,315
IPV4_SRC_ADDR: 172.31.69.26, L4_SRC_PORT: 59363, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.233, IN_BYTES: 69, IN_PKTS: 1, OUT_BYTES: 97, 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: 97, SHORTEST_FLOW_PKT: 69, MIN_IP_PKT_LEN: 69, MAX_IP_PKT_LEN: 97, SRC_TO_DST_SECOND_BYTES: 69.0, DST_TO_SRC_SECOND_BYTES: 97.0, 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: 776000, 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: 35710, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
206,168
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 22159, 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: 4294437, DURATION_IN: 530, 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
31,065
IPV4_SRC_ADDR: 59.166.0.2, L4_SRC_PORT: 21036, IPV4_DST_ADDR: 149.171.126.1, L4_DST_PORT: 25, PROTOCOL: 6, L7_PROTO: 3.0, IN_BYTES: 37232, IN_PKTS: 52, OUT_BYTES: 3380, OUT_PKTS: 42, 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: 1500, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 37232.0, DST_TO_SRC_SECOND_BYTES: 3380.0, RETRANSMITTED_IN_BYTES: 18144, RETRANSMITTED_IN_PKTS: 17, RETRANSMITTED_OUT_BYTES: 958, RETRANSMITTED_OUT_PKTS: 7, SRC_TO_DST_AVG_THROUGHPUT: 297856000, DST_TO_SRC_AVG_THROUGHPUT: 27040000, NUM_PKTS_UP_TO_128_BYTES: 66, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 2, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 24, TCP_WIN_MAX_IN: 15928, TCP_WIN_MAX_OUT: 30408, ICMP_TYPE: 57344, ICMP_IPV4_TYPE: 224, 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
328,610
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 33342, 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: 4294358, DURATION_IN: 609, 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
76,842
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 31890, IPV4_DST_ADDR: 192.168.100.7, 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: 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: 5628.0, 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
215,085
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 44085, IPV4_DST_ADDR: 192.168.35.229, 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
145,145
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 61435, IPV4_DST_ADDR: 192.168.100.7, 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: 4293529, DURATION_IN: 1438, 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: 2856.0, 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
193,208
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 41392, 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: 4293055, DURATION_IN: 1912, 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: 140280140.0, 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: 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: 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
26,577
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 42810, IPV4_DST_ADDR: 192.168.35.57, 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
179,784
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 13556, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 112, IN_PKTS: 4, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294077, DURATION_IN: 890, 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: 2884.0, 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: 4, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
349,951
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 50824, IPV4_DST_ADDR: 192.168.100.6, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 140, 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: 140, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 140.0, 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: 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: 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
162,565
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 40081, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 3283, 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
38,683
IPV4_SRC_ADDR: 192.168.1.39, L4_SRC_PORT: 38782, IPV4_DST_ADDR: 192.168.1.190, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 1990, IN_PKTS: 7, OUT_BYTES: 1205, 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: 1500, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 1990.0, DST_TO_SRC_SECOND_BYTES: 1205.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 15920000, DST_TO_SRC_AVG_THROUGHPUT: 9640000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 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
20xss
6,497
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 11963, 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: 4294608, DURATION_IN: 359, 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
157,588
IPV4_SRC_ADDR: 192.168.1.35, L4_SRC_PORT: 58774, 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: 45065, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 47, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
20xss
61,391
IPV4_SRC_ADDR: 172.31.66.119, L4_SRC_PORT: 59432, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.126, IN_BYTES: 69, IN_PKTS: 1, OUT_BYTES: 133, 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: 133, SHORTEST_FLOW_PKT: 69, MIN_IP_PKT_LEN: 69, MAX_IP_PKT_LEN: 133, SRC_TO_DST_SECOND_BYTES: 69.0, DST_TO_SRC_SECOND_BYTES: 133.0, 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: 1064000, 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: 5914, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
131,397
IPV4_SRC_ADDR: 172.31.65.109, L4_SRC_PORT: 57120, 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: 33886, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 55, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
18,373
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 27789, 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: 4293076, DURATION_IN: 1891, 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
228,207
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 61229, 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: 4294232, DURATION_IN: 735, 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
179,227
IPV4_SRC_ADDR: 202.181.206.254, L4_SRC_PORT: 53400, IPV4_DST_ADDR: 172.31.66.87, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1560, IN_PKTS: 10, OUT_BYTES: 1993, OUT_PKTS: 10, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 90, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 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: 1560.0, DST_TO_SRC_SECOND_BYTES: 1993.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 12480000, DST_TO_SRC_AVG_THROUGHPUT: 15944000, NUM_PKTS_UP_TO_128_BYTES: 15, 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
46,716
IPV4_SRC_ADDR: 192.168.1.38, L4_SRC_PORT: 45440, IPV4_DST_ADDR: 18.184.104.180, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 542, IN_PKTS: 6, OUT_BYTES: 12815, OUT_PKTS: 12, 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: 542.0, DST_TO_SRC_SECOND_BYTES: 12815.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 4336000, DST_TO_SRC_AVG_THROUGHPUT: 102520000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 8, TCP_WIN_MAX_IN: 29200, TCP_WIN_MAX_OUT: 26847, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
15injection
221,357
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 60418, 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: 4293795, DURATION_IN: 1172, 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: 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
108,269
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 61642, 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: 4292920, DURATION_IN: 2047, 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
100,657
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 18997, 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: 4293405, DURATION_IN: 1562, 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
182,709
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 61411, 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: 4294217, DURATION_IN: 750, 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
13,036
IPV4_SRC_ADDR: 77.72.83.21, L4_SRC_PORT: 52152, IPV4_DST_ADDR: 172.31.64.115, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1544, IN_PKTS: 10, OUT_BYTES: 1873, OUT_PKTS: 7, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 102, MAX_TTL: 102, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 1544.0, 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: 12352000, DST_TO_SRC_AVG_THROUGHPUT: 14984000, 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
295,958
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 56532, 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: 4293217, DURATION_IN: 1750, 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
316,581
IPV4_SRC_ADDR: 192.168.1.35, L4_SRC_PORT: 46466, IPV4_DST_ADDR: 18.194.169.124, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 640, IN_PKTS: 5, OUT_BYTES: 334, OUT_PKTS: 5, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 424, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 424, SRC_TO_DST_SECOND_BYTES: 640.0, DST_TO_SRC_SECOND_BYTES: 334.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 5120000, DST_TO_SRC_AVG_THROUGHPUT: 2672000, 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: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 29200, TCP_WIN_MAX_OUT: 26847, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
20xss
85,189
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 30692, 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: 4293139, DURATION_IN: 1828, 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: 140, RETRANSMITTED_IN_PKTS: 1, 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: 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
140,632
IPV4_SRC_ADDR: 192.168.1.34, L4_SRC_PORT: 36685, IPV4_DST_ADDR: 192.168.1.180, L4_DST_PORT: 27353, 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
203,410
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 50206, 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: 4293858, DURATION_IN: 1109, 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
323,294
IPV4_SRC_ADDR: 172.31.67.64, L4_SRC_PORT: 55409, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 54, IN_PKTS: 1, OUT_BYTES: 70, 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: 70, SHORTEST_FLOW_PKT: 54, MIN_IP_PKT_LEN: 54, MAX_IP_PKT_LEN: 70, SRC_TO_DST_SECOND_BYTES: 54.0, DST_TO_SRC_SECOND_BYTES: 70.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 432000, DST_TO_SRC_AVG_THROUGHPUT: 560000, 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: 41413, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
273,218
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 57436, 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: 4293857, DURATION_IN: 1110, 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: 0, RETRANSMITTED_IN_PKTS: 0, 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: 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
297,498
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 2485, 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: 4293452, DURATION_IN: 1515, 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
200,231
IPV4_SRC_ADDR: 23.219.88.54, L4_SRC_PORT: 0, IPV4_DST_ADDR: 172.31.64.37, L4_DST_PORT: 0, PROTOCOL: 1, L7_PROTO: 0.0, IN_BYTES: 2720, IN_PKTS: 40, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294623, DURATION_IN: 344, DURATION_OUT: 0, MIN_TTL: 38, MAX_TTL: 40, LONGEST_FLOW_PKT: 68, SHORTEST_FLOW_PKT: 68, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 68, SRC_TO_DST_SECOND_BYTES: 14281292.0, 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: 10608000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 40, 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: 2048, ICMP_IPV4_TYPE: 8, 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
158,694
IPV4_SRC_ADDR: 172.31.65.39, L4_SRC_PORT: 52870, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.239, IN_BYTES: 65, IN_PKTS: 1, OUT_BYTES: 163, 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: 163, SHORTEST_FLOW_PKT: 65, MIN_IP_PKT_LEN: 65, MAX_IP_PKT_LEN: 163, SRC_TO_DST_SECOND_BYTES: 65.0, DST_TO_SRC_SECOND_BYTES: 163.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 520000, DST_TO_SRC_AVG_THROUGHPUT: 1304000, 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: 8940, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
37,719
IPV4_SRC_ADDR: 172.31.67.78, L4_SRC_PORT: 52127, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.119, IN_BYTES: 73, IN_PKTS: 1, OUT_BYTES: 89, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294951, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 89, SHORTEST_FLOW_PKT: 73, MIN_IP_PKT_LEN: 73, MAX_IP_PKT_LEN: 89, SRC_TO_DST_SECOND_BYTES: 73.0, DST_TO_SRC_SECOND_BYTES: 89.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 584000, DST_TO_SRC_AVG_THROUGHPUT: 712000, 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: 4038, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 16, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
310,756
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 15117, IPV4_DST_ADDR: 192.168.1.190, L4_DST_PORT: 54592, 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
251,579
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 43937, 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: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 4294084, DURATION_IN: 883, 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: 140, RETRANSMITTED_IN_PKTS: 1, 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: 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
5DDoS
28,642
IPV4_SRC_ADDR: 18.219.193.20, L4_SRC_PORT: 43436, IPV4_DST_ADDR: 172.31.69.25, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 3128, IN_PKTS: 27, OUT_BYTES: 6015, OUT_PKTS: 25, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294701, DURATION_IN: 266, DURATION_OUT: 266, 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: 3128.0, DST_TO_SRC_SECOND_BYTES: 6015.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 987, RETRANSMITTED_OUT_PKTS: 1, SRC_TO_DST_AVG_THROUGHPUT: 88000, DST_TO_SRC_AVG_THROUGHPUT: 176000, NUM_PKTS_UP_TO_128_BYTES: 42, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 5, NUM_PKTS_512_TO_1024_BYTES: 5, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 26883, TCP_WIN_MAX_OUT: 26847, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
11
6DoS
311,691
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 48598, 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: 4293389, DURATION_IN: 1578, 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
43,787
IPV4_SRC_ADDR: 172.31.67.118, L4_SRC_PORT: 49408, IPV4_DST_ADDR: 66.150.118.19, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 727, IN_PKTS: 9, OUT_BYTES: 3655, OUT_PKTS: 8, TCP_FLAGS: 31, CLIENT_TCP_FLAGS: 31, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 1500, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 727.0, DST_TO_SRC_SECOND_BYTES: 3655.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 5816000, DST_TO_SRC_AVG_THROUGHPUT: 29240000, NUM_PKTS_UP_TO_128_BYTES: 11, NUM_PKTS_128_TO_256_BYTES: 3, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 2, 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
50,294
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 57558, IPV4_DST_ADDR: 192.168.1.190, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 276, IN_PKTS: 5, OUT_BYTES: 180, OUT_PKTS: 3, TCP_FLAGS: 18, CLIENT_TCP_FLAGS: 18, SERVER_TCP_FLAGS: 18, FLOW_DURATION_MILLISECONDS: 4294639, DURATION_IN: 328, DURATION_OUT: 328, 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: 180.0, 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: 8, 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
17password
238,207
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 32849, 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: 4292709, DURATION_IN: 2258, 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
291,510
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 16607, 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: 4294248, DURATION_IN: 719, 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
330,509
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 47422, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 30661, 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
117,854
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 64870, 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: 4294139, DURATION_IN: 828, 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
278,482
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 41662, 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: 4294030, DURATION_IN: 937, 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: 280140.0, 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: 0, 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
223,617
IPV4_SRC_ADDR: 192.168.1.34, L4_SRC_PORT: 54764, IPV4_DST_ADDR: 192.168.1.79, L4_DST_PORT: 212, 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: 4294926, 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
232,253
IPV4_SRC_ADDR: 172.31.66.69, L4_SRC_PORT: 62731, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 73, IN_PKTS: 1, OUT_BYTES: 139, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 139, SHORTEST_FLOW_PKT: 73, MIN_IP_PKT_LEN: 73, MAX_IP_PKT_LEN: 139, SRC_TO_DST_SECOND_BYTES: 73.0, DST_TO_SRC_SECOND_BYTES: 139.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 584000, DST_TO_SRC_AVG_THROUGHPUT: 1112000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 58003, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
256
IPV4_SRC_ADDR: 59.166.0.5, L4_SRC_PORT: 31508, IPV4_DST_ADDR: 149.171.126.6, L4_DST_PORT: 111, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 568, IN_PKTS: 4, OUT_BYTES: 304, OUT_PKTS: 4, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 31, MAX_TTL: 32, LONGEST_FLOW_PKT: 142, SHORTEST_FLOW_PKT: 76, MIN_IP_PKT_LEN: 76, MAX_IP_PKT_LEN: 142, SRC_TO_DST_SECOND_BYTES: 568.0, DST_TO_SRC_SECOND_BYTES: 304.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 4544000, DST_TO_SRC_AVG_THROUGHPUT: 2432000, NUM_PKTS_UP_TO_128_BYTES: 4, 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: 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-UNSW-NB15-v2
00
2Benign
238,731
IPV4_SRC_ADDR: 192.168.1.34, L4_SRC_PORT: 51886, IPV4_DST_ADDR: 192.168.1.195, L4_DST_PORT: 7402, 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
169,753
IPV4_SRC_ADDR: 172.31.66.102, L4_SRC_PORT: 55123, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.178, IN_BYTES: 99, IN_PKTS: 1, OUT_BYTES: 131, 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: 131, SHORTEST_FLOW_PKT: 99, MIN_IP_PKT_LEN: 99, MAX_IP_PKT_LEN: 131, SRC_TO_DST_SECOND_BYTES: 99.0, DST_TO_SRC_SECOND_BYTES: 131.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 792000, DST_TO_SRC_AVG_THROUGHPUT: 1048000, 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: 494, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
77,276
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 25613, 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: 4293357, DURATION_IN: 1610, 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
234,828
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 55871, 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: 4293045, DURATION_IN: 1922, 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
139,522
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 35735, 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: 4294577, DURATION_IN: 390, 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
133,879
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 45721, 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: 4293955, DURATION_IN: 1012, 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
107,660
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 35318, IPV4_DST_ADDR: 192.168.1.49, L4_DST_PORT: 687, 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
82,061
IPV4_SRC_ADDR: 192.168.1.36, L4_SRC_PORT: 38377, 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: 18196, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 42, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
20xss
46,005
IPV4_SRC_ADDR: 77.72.82.80, L4_SRC_PORT: 47108, IPV4_DST_ADDR: 172.31.64.94, L4_DST_PORT: 7758, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 40, IN_PKTS: 1, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 40, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 40, SRC_TO_DST_SECOND_BYTES: 40.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 320000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 1024, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
83,946
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 50856, 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: 4292639, DURATION_IN: 2328, 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
189,229
IPV4_SRC_ADDR: 192.168.1.190, L4_SRC_PORT: 43814, IPV4_DST_ADDR: 194.25.2.175, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 83, IN_PKTS: 1, OUT_BYTES: 126, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 126, SHORTEST_FLOW_PKT: 83, MIN_IP_PKT_LEN: 83, MAX_IP_PKT_LEN: 126, SRC_TO_DST_SECOND_BYTES: 83.0, DST_TO_SRC_SECOND_BYTES: 126.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 664000, DST_TO_SRC_AVG_THROUGHPUT: 1008000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 29953, DNS_QUERY_TYPE: 12, DNS_TTL_ANSWER: 86400, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
312,438
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 13869, 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: 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
195,287
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 52071, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 9275, 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
268,311
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 45114, 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: 4519, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 44, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
20xss
218,025
IPV4_SRC_ADDR: 172.31.66.7, L4_SRC_PORT: 54687, IPV4_DST_ADDR: 54.148.131.146, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.178, IN_BYTES: 1482, IN_PKTS: 15, OUT_BYTES: 3990, OUT_PKTS: 15, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 1500, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 1482.0, DST_TO_SRC_SECOND_BYTES: 3990.0, RETRANSMITTED_IN_BYTES: 246, RETRANSMITTED_IN_PKTS: 6, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 11856000, DST_TO_SRC_AVG_THROUGHPUT: 31920000, NUM_PKTS_UP_TO_128_BYTES: 23, NUM_PKTS_128_TO_256_BYTES: 4, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 2, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 26883, ICMP_TYPE: 62976, ICMP_IPV4_TYPE: 246, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
78,583
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 18072, 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: 4294233, DURATION_IN: 734, 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
117,423
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 48291, 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: 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: 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
301,569
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 14108, 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: 4293451, DURATION_IN: 1516, 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
258,492
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 40081, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 29353, 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
332,101
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 60154, 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: 4293749, DURATION_IN: 1218, 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
263,973
IPV4_SRC_ADDR: 192.168.100.3, L4_SRC_PORT: 80, IPV4_DST_ADDR: 192.168.100.149, L4_DST_PORT: 346, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 18, SERVER_TCP_FLAGS: 4, 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: 29200, 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
00
2Benign
11,236
IPV4_SRC_ADDR: 172.31.66.55, L4_SRC_PORT: 52286, IPV4_DST_ADDR: 23.52.165.142, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 4927, IN_PKTS: 23, OUT_BYTES: 3148, OUT_PKTS: 20, TCP_FLAGS: 222, CLIENT_TCP_FLAGS: 222, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 671, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 671, SRC_TO_DST_SECOND_BYTES: 4927.0, DST_TO_SRC_SECOND_BYTES: 3148.0, RETRANSMITTED_IN_BYTES: 369, RETRANSMITTED_IN_PKTS: 9, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 39416000, DST_TO_SRC_AVG_THROUGHPUT: 25184000, NUM_PKTS_UP_TO_128_BYTES: 29, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 6, NUM_PKTS_512_TO_1024_BYTES: 7, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 29200, ICMP_TYPE: 28928, ICMP_IPV4_TYPE: 113, 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
247,484
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 5230, 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: 4293311, DURATION_IN: 1656, 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
297,131
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 22283, 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: 4293494, DURATION_IN: 1473, 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
275,735
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 8728, 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: 4294545, DURATION_IN: 422, 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
172,874
IPV4_SRC_ADDR: 192.168.1.35, L4_SRC_PORT: 58586, IPV4_DST_ADDR: 192.168.1.152, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 622, IN_PKTS: 6, OUT_BYTES: 750, OUT_PKTS: 4, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294950, DURATION_IN: 17, DURATION_OUT: 17, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 586, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 586, SRC_TO_DST_SECOND_BYTES: 622.0, DST_TO_SRC_SECOND_BYTES: 750.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 272000, DST_TO_SRC_AVG_THROUGHPUT: 328000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 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
171,774
IPV4_SRC_ADDR: 18.216.200.189, L4_SRC_PORT: 62143, 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
320,300
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 9304, 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: 4292627, DURATION_IN: 2340, 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
47,849