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: 192.168.1.31, L4_SRC_PORT: 43136, IPV4_DST_ADDR: 192.168.1.1, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 67, IN_PKTS: 1, OUT_BYTES: 67, 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: 67, SHORTEST_FLOW_PKT: 67, MIN_IP_PKT_LEN: 67, MAX_IP_PKT_LEN: 67, SRC_TO_DST_SECOND_BYTES: 67.0, DST_TO_SRC_SECOND_BYTES: 67.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 536000, DST_TO_SRC_AVG_THROUGHPUT: 536000, 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: 36315, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
6DoS
36,534
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 62279, 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: 4293530, DURATION_IN: 1437, 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
76,234
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 60508, IPV4_DST_ADDR: 176.28.50.165, L4_DST_PORT: 21, PROTOCOL: 6, L7_PROTO: 1.0, IN_BYTES: 4, IN_PKTS: 1, OUT_BYTES: 84, OUT_PKTS: 1, TCP_FLAGS: 24, CLIENT_TCP_FLAGS: 24, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 105, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 105, SRC_TO_DST_SECOND_BYTES: 459.0, DST_TO_SRC_SECOND_BYTES: 459.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 2744000, DST_TO_SRC_AVG_THROUGHPUT: 3024000, NUM_PKTS_UP_TO_128_BYTES: 14, 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: 46, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 331.0, Dataset: NF-ToN-IoT-v2
11
17password
302,981
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 11215, 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: 4293635, DURATION_IN: 1332, 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
295,033
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 59862, IPV4_DST_ADDR: 192.168.1.184, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.0, 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: 4294904, DURATION_IN: 63, DURATION_OUT: 63, 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: 11252.0, DST_TO_SRC_SECOND_BYTES: 6052.0, 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: 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
264,163
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 42846, 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: 4293545, DURATION_IN: 1422, 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
63,381
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 38233, 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: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293483, DURATION_IN: 1484, 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
280,173
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 42567, 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: 4292904, DURATION_IN: 2063, 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: 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
146,832
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 53128, 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: 4293967, DURATION_IN: 1000, 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
302,168
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 26948, 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: 4293597, DURATION_IN: 1370, 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
171,374
IPV4_SRC_ADDR: 172.31.64.113, L4_SRC_PORT: 51402, IPV4_DST_ADDR: 31.13.65.36, L4_DST_PORT: 443, PROTOCOL: 6, L7_PROTO: 91.119, IN_BYTES: 2376, IN_PKTS: 22, OUT_BYTES: 2676, OUT_PKTS: 21, TCP_FLAGS: 31, CLIENT_TCP_FLAGS: 31, SERVER_TCP_FLAGS: 31, FLOW_DURATION_MILLISECONDS: 4294951, DURATION_IN: 16, DURATION_OUT: 16, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 816, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 816, SRC_TO_DST_SECOND_BYTES: 2376.0, DST_TO_SRC_SECOND_BYTES: 2676.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 431, RETRANSMITTED_OUT_PKTS: 3, SRC_TO_DST_AVG_THROUGHPUT: 1112000, DST_TO_SRC_AVG_THROUGHPUT: 1256000, NUM_PKTS_UP_TO_128_BYTES: 35, NUM_PKTS_128_TO_256_BYTES: 3, 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: 8192, TCP_WIN_MAX_OUT: 28200, 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
91,526
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 1100, 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: 4293507, DURATION_IN: 1460, 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
121,912
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 23593, 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: 4293795, DURATION_IN: 1172, 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
353,953
IPV4_SRC_ADDR: 193.111.198.70, L4_SRC_PORT: 40527, IPV4_DST_ADDR: 172.31.67.27, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 1936, IN_PKTS: 14, OUT_BYTES: 1991, OUT_PKTS: 10, TCP_FLAGS: 223, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 30, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 100, MAX_TTL: 100, LONGEST_FLOW_PKT: 1195, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1195, SRC_TO_DST_SECOND_BYTES: 1936.0, DST_TO_SRC_SECOND_BYTES: 1991.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 15488000, DST_TO_SRC_AVG_THROUGHPUT: 15928000, NUM_PKTS_UP_TO_128_BYTES: 16, NUM_PKTS_128_TO_256_BYTES: 6, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
314,817
IPV4_SRC_ADDR: 172.31.69.13, L4_SRC_PORT: 51744, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 68, IN_PKTS: 1, OUT_BYTES: 84, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 84, SHORTEST_FLOW_PKT: 68, MIN_IP_PKT_LEN: 68, MAX_IP_PKT_LEN: 84, SRC_TO_DST_SECOND_BYTES: 68.0, DST_TO_SRC_SECOND_BYTES: 84.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 544000, DST_TO_SRC_AVG_THROUGHPUT: 672000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 37920, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 19, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
11
10Infilteration
159,374
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 7720, 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: 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
345,177
IPV4_SRC_ADDR: 18.218.11.51, L4_SRC_PORT: 59922, IPV4_DST_ADDR: 172.31.69.28, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 462, IN_PKTS: 5, OUT_BYTES: 1147, OUT_PKTS: 5, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294916, DURATION_IN: 50, DURATION_OUT: 50, MIN_TTL: 127, MAX_TTL: 127, LONGEST_FLOW_PKT: 975, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 975, SRC_TO_DST_SECOND_BYTES: 462.0, DST_TO_SRC_SECOND_BYTES: 1147.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 72000, DST_TO_SRC_AVG_THROUGHPUT: 176000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 65535, TCP_WIN_MAX_OUT: 26883, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
11
5DDoS
239,896
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 57561, 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: 4294217, DURATION_IN: 750, 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
54,019
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 56470, 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: 4293655, DURATION_IN: 1312, 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
316,744
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 51266, IPV4_DST_ADDR: 192.168.1.195, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 180, IN_PKTS: 4, OUT_BYTES: 132, OUT_PKTS: 3, TCP_FLAGS: 19, CLIENT_TCP_FLAGS: 19, SERVER_TCP_FLAGS: 19, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 60, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 60, SRC_TO_DST_SECOND_BYTES: 180.0, DST_TO_SRC_SECOND_BYTES: 132.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1440000, DST_TO_SRC_AVG_THROUGHPUT: 1056000, NUM_PKTS_UP_TO_128_BYTES: 7, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 29200, TCP_WIN_MAX_OUT: 65535, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
17password
258,235
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 13840, 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: 4294023, DURATION_IN: 944, 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
111,576
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 8391, 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: 4294388, DURATION_IN: 579, 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
187,780
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 58465, 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: 4293685, DURATION_IN: 1282, 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
226,307
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 59680, 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
52,628
IPV4_SRC_ADDR: 172.31.64.67, L4_SRC_PORT: 63803, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 68, IN_PKTS: 1, OUT_BYTES: 148, 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: 148, SHORTEST_FLOW_PKT: 68, MIN_IP_PKT_LEN: 68, MAX_IP_PKT_LEN: 148, SRC_TO_DST_SECOND_BYTES: 68.0, DST_TO_SRC_SECOND_BYTES: 148.0, 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: 1184000, 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: 5912, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
206,169
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 25622, 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: 4293669, DURATION_IN: 1298, 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: 5656.0, 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
189,522
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 21489, 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: 4293889, DURATION_IN: 1078, 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
65,964
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 16433, 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: 4293170, DURATION_IN: 1797, 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
327,925
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 26711, 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: 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: 112.0, 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: 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
302,285
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 23860, 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: 4294529, DURATION_IN: 438, 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
332,640
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 59000, 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: 4294314, DURATION_IN: 653, 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
334,551
IPV4_SRC_ADDR: 172.31.64.119, L4_SRC_PORT: 64249, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 68, IN_PKTS: 1, OUT_BYTES: 167, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 167, SHORTEST_FLOW_PKT: 68, MIN_IP_PKT_LEN: 68, MAX_IP_PKT_LEN: 167, SRC_TO_DST_SECOND_BYTES: 68.0, DST_TO_SRC_SECOND_BYTES: 167.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 544000, DST_TO_SRC_AVG_THROUGHPUT: 1336000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 50603, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 55, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
155,481
IPV4_SRC_ADDR: 172.31.64.23, L4_SRC_PORT: 50374, IPV4_DST_ADDR: 169.254.169.254, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 373, IN_PKTS: 5, OUT_BYTES: 700, OUT_PKTS: 5, TCP_FLAGS: 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: 528, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 528, SRC_TO_DST_SECOND_BYTES: 373.0, DST_TO_SRC_SECOND_BYTES: 700.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 2984000, DST_TO_SRC_AVG_THROUGHPUT: 5600000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 17922, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
334,182
IPV4_SRC_ADDR: 172.31.64.23, L4_SRC_PORT: 52388, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 70, IN_PKTS: 1, OUT_BYTES: 170, 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: 170, SHORTEST_FLOW_PKT: 70, MIN_IP_PKT_LEN: 70, MAX_IP_PKT_LEN: 170, SRC_TO_DST_SECOND_BYTES: 70.0, DST_TO_SRC_SECOND_BYTES: 170.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 560000, DST_TO_SRC_AVG_THROUGHPUT: 1360000, 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: 17567, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 33, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
180,045
IPV4_SRC_ADDR: 172.31.66.72, L4_SRC_PORT: 52036, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 132, IN_PKTS: 2, OUT_BYTES: 452, OUT_PKTS: 2, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 226, SHORTEST_FLOW_PKT: 66, MIN_IP_PKT_LEN: 66, MAX_IP_PKT_LEN: 226, SRC_TO_DST_SECOND_BYTES: 132.0, DST_TO_SRC_SECOND_BYTES: 452.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1056000, DST_TO_SRC_AVG_THROUGHPUT: 3616000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 36348, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
332,258
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 59253, IPV4_DST_ADDR: 192.168.100.5, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 84, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293920, DURATION_IN: 1047, 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
320,877
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 43111, 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: 4293717, DURATION_IN: 1250, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 288428.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 224000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 5, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
268,608
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 51677, IPV4_DST_ADDR: 192.168.35.51, 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
330,811
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 50428, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 59134, 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: 4294951, 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
147,026
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 26000, IPV4_DST_ADDR: 192.168.1.180, L4_DST_PORT: 51121, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 48, IN_PKTS: 1, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 48, SHORTEST_FLOW_PKT: 48, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 48, SRC_TO_DST_SECOND_BYTES: 48.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 384000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 4096, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
19scanning
183,947
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 2411, 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: 4293967, DURATION_IN: 1000, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 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
340,404
IPV4_SRC_ADDR: 172.31.67.17, L4_SRC_PORT: 51695, IPV4_DST_ADDR: 172.31.0.2, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 5.2120000000000015, IN_BYTES: 86, IN_PKTS: 1, OUT_BYTES: 151, 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: 151, SHORTEST_FLOW_PKT: 86, MIN_IP_PKT_LEN: 86, MAX_IP_PKT_LEN: 151, SRC_TO_DST_SECOND_BYTES: 86.0, DST_TO_SRC_SECOND_BYTES: 151.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 688000, DST_TO_SRC_AVG_THROUGHPUT: 1208000, 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: 56432, DNS_QUERY_TYPE: 28, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
336,811
IPV4_SRC_ADDR: 192.168.1.30, L4_SRC_PORT: 40490, IPV4_DST_ADDR: 192.168.1.190, L4_DST_PORT: 10215, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 44, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 44, SRC_TO_DST_SECOND_BYTES: 44.0, DST_TO_SRC_SECOND_BYTES: 40.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 352000, DST_TO_SRC_AVG_THROUGHPUT: 320000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 1024, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
102,580
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 60463, 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: 4294079, DURATION_IN: 888, 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
5,086
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 63988, IPV4_DST_ADDR: 192.168.1.49, L4_DST_PORT: 1007, 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
46,330
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 4066, 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: 4294592, DURATION_IN: 375, 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
194,524
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 9577, 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: 4293793, DURATION_IN: 1174, 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
255,262
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 28697, 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: 4293826, DURATION_IN: 1141, 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
253,901
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 40697, 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: 4294340, DURATION_IN: 627, 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
5DDoS
96,997
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 30276, 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: 4294046, DURATION_IN: 921, 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
258,817
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 35328, IPV4_DST_ADDR: 192.168.1.79, L4_DST_PORT: 16018, 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
331,442
IPV4_SRC_ADDR: 192.168.1.195, L4_SRC_PORT: 59127, IPV4_DST_ADDR: 192.168.1.79, L4_DST_PORT: 9197, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 488, IN_PKTS: 5, OUT_BYTES: 6921, OUT_PKTS: 9, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 128, MAX_TTL: 128, LONGEST_FLOW_PKT: 1500, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1500, SRC_TO_DST_SECOND_BYTES: 488.0, DST_TO_SRC_SECOND_BYTES: 6921.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 3904000, DST_TO_SRC_AVG_THROUGHPUT: 55368000, 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: 4, TCP_WIN_MAX_IN: 64240, TCP_WIN_MAX_OUT: 29200, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
130,200
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 284, IPV4_DST_ADDR: 192.168.100.7, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 420, IN_PKTS: 3, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4293295, DURATION_IN: 1672, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 140, SHORTEST_FLOW_PKT: 140, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 140, SRC_TO_DST_SECOND_BYTES: 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
268,923
IPV4_SRC_ADDR: 192.168.1.194, L4_SRC_PORT: 80, IPV4_DST_ADDR: 192.168.1.38, L4_DST_PORT: 40078, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 60, IN_PKTS: 1, OUT_BYTES: 52, OUT_PKTS: 1, TCP_FLAGS: 18, CLIENT_TCP_FLAGS: 18, SERVER_TCP_FLAGS: 16, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 60, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 60, SRC_TO_DST_SECOND_BYTES: 60.0, DST_TO_SRC_SECOND_BYTES: 52.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 480000, DST_TO_SRC_AVG_THROUGHPUT: 416000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 5792, TCP_WIN_MAX_OUT: 229, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
776
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 52114, 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: 4294076, DURATION_IN: 891, 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: 28112.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 224000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 5, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
221,308
IPV4_SRC_ADDR: 192.168.100.3, L4_SRC_PORT: 80, IPV4_DST_ADDR: 192.168.100.148, L4_DST_PORT: 60866, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 180, OUT_PKTS: 2, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 18, SERVER_TCP_FLAGS: 6, FLOW_DURATION_MILLISECONDS: 4293248, DURATION_IN: 0, DURATION_OUT: 1688, 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: 44.0, DST_TO_SRC_SECOND_BYTES: 40140.0, 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: 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: 29200, TCP_WIN_MAX_OUT: 512, 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
226,930
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 49479, 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: 4293936, DURATION_IN: 1031, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 224000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
82,698
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 14028, 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: 4293998, DURATION_IN: 969, 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
73,290
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 32623, 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: 4293451, DURATION_IN: 1516, 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
38,046
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 19859, 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: 4294261, DURATION_IN: 706, 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
240,274
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 55080, 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: 4293670, DURATION_IN: 1297, 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
93,908
IPV4_SRC_ADDR: 192.168.1.39, L4_SRC_PORT: 1566, IPV4_DST_ADDR: 192.168.1.194, L4_DST_PORT: 1566, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 4000, IN_PKTS: 100, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 2, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 234, MAX_TTL: 234, LONGEST_FLOW_PKT: 40, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 40, SRC_TO_DST_SECOND_BYTES: 4000.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 32000000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 100, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 1641, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
11
6DoS
118,312
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 46916, 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: 4294249, DURATION_IN: 718, 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
106,375
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 34369, 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: 4293998, DURATION_IN: 969, 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
6,664
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 53843, 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: 4294811, DURATION_IN: 156, 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: 140, RETRANSMITTED_IN_PKTS: 1, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 8000, 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
212,143
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 44737, 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: 4293092, DURATION_IN: 1875, 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
70,019
IPV4_SRC_ADDR: 212.92.116.6, L4_SRC_PORT: 56436, IPV4_DST_ADDR: 172.31.64.45, L4_DST_PORT: 3389, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 2418, IN_PKTS: 11, OUT_BYTES: 2286, OUT_PKTS: 13, TCP_FLAGS: 30, CLIENT_TCP_FLAGS: 30, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 103, MAX_TTL: 103, LONGEST_FLOW_PKT: 1213, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 1213, SRC_TO_DST_SECOND_BYTES: 2418.0, DST_TO_SRC_SECOND_BYTES: 2286.0, RETRANSMITTED_IN_BYTES: 958, RETRANSMITTED_IN_PKTS: 3, RETRANSMITTED_OUT_BYTES: 257, RETRANSMITTED_OUT_PKTS: 3, SRC_TO_DST_AVG_THROUGHPUT: 19344000, DST_TO_SRC_AVG_THROUGHPUT: 18288000, NUM_PKTS_UP_TO_128_BYTES: 17, NUM_PKTS_128_TO_256_BYTES: 3, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 2, NUM_PKTS_1024_TO_1514_BYTES: 1, TCP_WIN_MAX_IN: 8192, TCP_WIN_MAX_OUT: 64000, ICMP_TYPE: 48640, ICMP_IPV4_TYPE: 190, 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
6,661
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 30544, 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: 4294793, DURATION_IN: 174, 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
214,058
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 58432, IPV4_DST_ADDR: 192.168.1.195, L4_DST_PORT: 668, 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
62,357
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 39789, IPV4_DST_ADDR: 192.168.1.169, L4_DST_PORT: 9290, PROTOCOL: 6, L7_PROTO: 0.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 44, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 44, SRC_TO_DST_SECOND_BYTES: 44.0, DST_TO_SRC_SECOND_BYTES: 40.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 352000, DST_TO_SRC_AVG_THROUGHPUT: 320000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 1024, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
90,311
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 3687, 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: 4293904, DURATION_IN: 1063, 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
226,070
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 37252, IPV4_DST_ADDR: 192.168.1.180, L4_DST_PORT: 222, 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
298,028
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 22104, 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: 4293499, DURATION_IN: 1468, 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
159,813
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 28632, 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: 4294123, DURATION_IN: 844, 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
351,442
IPV4_SRC_ADDR: 172.31.67.42, L4_SRC_PORT: 58692, 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: 0, 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: 60393, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 15, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
30,707
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 8380, 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: 4293795, DURATION_IN: 1172, 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
303,115
IPV4_SRC_ADDR: 18.219.193.20, L4_SRC_PORT: 39294, IPV4_DST_ADDR: 172.31.69.25, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 2953, IN_PKTS: 25, OUT_BYTES: 6015, OUT_PKTS: 25, TCP_FLAGS: 27, CLIENT_TCP_FLAGS: 27, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294655, DURATION_IN: 312, DURATION_OUT: 312, 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: 2953.0, 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: 72000, DST_TO_SRC_AVG_THROUGHPUT: 152000, NUM_PKTS_UP_TO_128_BYTES: 40, 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
252,945
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 32897, 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: 4294370, DURATION_IN: 597, 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
41,257
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 52348, 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: 4293999, DURATION_IN: 968, 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
242,210
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 63884, 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: 4292733, DURATION_IN: 2234, 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
147,911
IPV4_SRC_ADDR: 172.31.67.53, L4_SRC_PORT: 62377, 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: 129, OUT_PKTS: 1, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 129, SHORTEST_FLOW_PKT: 65, MIN_IP_PKT_LEN: 65, MAX_IP_PKT_LEN: 129, SRC_TO_DST_SECOND_BYTES: 65.0, DST_TO_SRC_SECOND_BYTES: 129.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 520000, DST_TO_SRC_AVG_THROUGHPUT: 1032000, NUM_PKTS_UP_TO_128_BYTES: 1, NUM_PKTS_128_TO_256_BYTES: 1, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 46088, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
154,735
IPV4_SRC_ADDR: 172.31.64.27, L4_SRC_PORT: 59539, 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: 85, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
00
2Benign
11,312
IPV4_SRC_ADDR: 192.168.1.30, L4_SRC_PORT: 55642, IPV4_DST_ADDR: 192.168.1.184, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 392, IN_PKTS: 4, OUT_BYTES: 271, OUT_PKTS: 3, TCP_FLAGS: 26, CLIENT_TCP_FLAGS: 26, SERVER_TCP_FLAGS: 26, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 228, SHORTEST_FLOW_PKT: 52, MIN_IP_PKT_LEN: 52, MAX_IP_PKT_LEN: 228, SRC_TO_DST_SECOND_BYTES: 392.0, DST_TO_SRC_SECOND_BYTES: 271.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 3136000, DST_TO_SRC_AVG_THROUGHPUT: 2168000, NUM_PKTS_UP_TO_128_BYTES: 5, 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: 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
329,652
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 58431, IPV4_DST_ADDR: 192.168.1.169, L4_DST_PORT: 4343, PROTOCOL: 6, L7_PROTO: 170.0, IN_BYTES: 44, IN_PKTS: 1, OUT_BYTES: 40, OUT_PKTS: 1, TCP_FLAGS: 22, CLIENT_TCP_FLAGS: 2, SERVER_TCP_FLAGS: 20, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 0, MAX_TTL: 0, LONGEST_FLOW_PKT: 44, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 44, SRC_TO_DST_SECOND_BYTES: 44.0, DST_TO_SRC_SECOND_BYTES: 40.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 352000, DST_TO_SRC_AVG_THROUGHPUT: 320000, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 1024, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-ToN-IoT-v2
00
2Benign
66,708
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 11492, 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: 4293546, DURATION_IN: 1421, 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
135,597
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 50662, IPV4_DST_ADDR: 192.168.100.6, L4_DST_PORT: 80, PROTOCOL: 17, L7_PROTO: 188.0, IN_BYTES: 56, IN_PKTS: 2, OUT_BYTES: 0, OUT_PKTS: 0, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 4294123, DURATION_IN: 844, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 224000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
103,636
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 35784, 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: 4293155, DURATION_IN: 1812, 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
127,203
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 65305, 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: 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: 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
43,782
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 42640, IPV4_DST_ADDR: 192.168.100.3, L4_DST_PORT: 59371, 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
112,201
IPV4_SRC_ADDR: 192.168.100.148, L4_SRC_PORT: 60469, 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: 4293904, DURATION_IN: 1063, 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
130,343
IPV4_SRC_ADDR: 59.166.0.7, L4_SRC_PORT: 34085, IPV4_DST_ADDR: 149.171.126.3, L4_DST_PORT: 53, PROTOCOL: 17, L7_PROTO: 0.0, IN_BYTES: 146, IN_PKTS: 2, OUT_BYTES: 178, OUT_PKTS: 2, TCP_FLAGS: 0, CLIENT_TCP_FLAGS: 0, SERVER_TCP_FLAGS: 0, FLOW_DURATION_MILLISECONDS: 0, DURATION_IN: 0, DURATION_OUT: 0, MIN_TTL: 31, MAX_TTL: 31, LONGEST_FLOW_PKT: 89, SHORTEST_FLOW_PKT: 73, MIN_IP_PKT_LEN: 73, MAX_IP_PKT_LEN: 89, SRC_TO_DST_SECOND_BYTES: 146.0, DST_TO_SRC_SECOND_BYTES: 178.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1168000, DST_TO_SRC_AVG_THROUGHPUT: 1424000, 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: 8320, DNS_QUERY_TYPE: 1, DNS_TTL_ANSWER: 60, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-UNSW-NB15-v2
00
2Benign
268,048
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 42466, 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: 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: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 1120000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 0, NUM_PKTS_128_TO_256_BYTES: 2, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 512, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
6DoS
293,243
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 58483, 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: 4293951, DURATION_IN: 1016, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 2828.0, DST_TO_SRC_SECOND_BYTES: 0.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 224000, DST_TO_SRC_AVG_THROUGHPUT: 0, NUM_PKTS_UP_TO_128_BYTES: 2, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 0, NUM_PKTS_512_TO_1024_BYTES: 0, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 0, TCP_WIN_MAX_OUT: 0, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-BoT-IoT-v2
11
5DDoS
162,005
IPV4_SRC_ADDR: 18.219.5.43, L4_SRC_PORT: 56751, IPV4_DST_ADDR: 172.31.69.28, L4_DST_PORT: 80, PROTOCOL: 6, L7_PROTO: 7.0, IN_BYTES: 486, IN_PKTS: 5, OUT_BYTES: 1147, OUT_PKTS: 5, TCP_FLAGS: 219, CLIENT_TCP_FLAGS: 219, SERVER_TCP_FLAGS: 27, FLOW_DURATION_MILLISECONDS: 4294936, DURATION_IN: 30, DURATION_OUT: 30, MIN_TTL: 127, MAX_TTL: 127, LONGEST_FLOW_PKT: 975, SHORTEST_FLOW_PKT: 40, MIN_IP_PKT_LEN: 40, MAX_IP_PKT_LEN: 975, SRC_TO_DST_SECOND_BYTES: 486.0, DST_TO_SRC_SECOND_BYTES: 1147.0, RETRANSMITTED_IN_BYTES: 0, RETRANSMITTED_IN_PKTS: 0, RETRANSMITTED_OUT_BYTES: 0, RETRANSMITTED_OUT_PKTS: 0, SRC_TO_DST_AVG_THROUGHPUT: 120000, DST_TO_SRC_AVG_THROUGHPUT: 296000, NUM_PKTS_UP_TO_128_BYTES: 8, NUM_PKTS_128_TO_256_BYTES: 0, NUM_PKTS_256_TO_512_BYTES: 1, NUM_PKTS_512_TO_1024_BYTES: 1, NUM_PKTS_1024_TO_1514_BYTES: 0, TCP_WIN_MAX_IN: 65535, TCP_WIN_MAX_OUT: 26883, ICMP_TYPE: 0, ICMP_IPV4_TYPE: 0, DNS_QUERY_ID: 0, DNS_QUERY_TYPE: 0, DNS_TTL_ANSWER: 0, FTP_COMMAND_RET_CODE: 0.0, Dataset: NF-CSE-CIC-IDS2018-v2
11
5DDoS
203,126
IPV4_SRC_ADDR: 192.168.1.31, L4_SRC_PORT: 55521, IPV4_DST_ADDR: 192.168.1.195, L4_DST_PORT: 110, PROTOCOL: 6, L7_PROTO: 2.0, 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
236,122
IPV4_SRC_ADDR: 192.168.1.32, L4_SRC_PORT: 52916, IPV4_DST_ADDR: 192.168.1.194, L4_DST_PORT: 58300, 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
179,238
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 2196, 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: 4293754, DURATION_IN: 1213, 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
50,711
IPV4_SRC_ADDR: 192.168.100.150, L4_SRC_PORT: 24449, 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: 4294233, DURATION_IN: 734, 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
11,872
IPV4_SRC_ADDR: 192.168.100.149, L4_SRC_PORT: 40574, 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: 4294405, DURATION_IN: 562, DURATION_OUT: 0, MIN_TTL: 64, MAX_TTL: 64, LONGEST_FLOW_PKT: 28, SHORTEST_FLOW_PKT: 28, MIN_IP_PKT_LEN: 0, MAX_IP_PKT_LEN: 28, SRC_TO_DST_SECOND_BYTES: 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
52,375
IPV4_SRC_ADDR: 192.168.100.147, L4_SRC_PORT: 60448, 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: 4292888, DURATION_IN: 2079, 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
282,766