NF-UNSW-NB15-V2.CSV

A data set related to Computer Networks.

@kaggle.sankurisrinath_nf_unsw_nb15_v2csv

Table List

1 table(67.46 MB)

Nf Unsw Nb15 V2

@kaggle.sankurisrinath_nf_unsw_nb15_v2csv.nf_unsw_nb15_v2

67.46 MB
2390275 rows
45 columns

ipv4_src_addr IPV4 SRC ADDR	l4_src_port L4 SRC PORT	ipv4_dst_addr IPV4 DST ADDR	l4_dst_port L4 DST PORT	protocol PROTOCOL	l7_proto L7 PROTO	in_bytes IN BYTES	in_pkts IN PKTS	out_bytes OUT BYTES	out_pkts OUT PKTS	tcp_flags TCP FLAGS	client_tcp_flags CLIENT TCP FLAGS	server_tcp_flags SERVER TCP FLAGS	flow_duration_milliseconds FLOW DURATION MILLISECONDS	duration_in DURATION IN	duration_out DURATION OUT	min_ttl MIN TTL	max_ttl MAX TTL	longest_flow_pkt LONGEST FLOW PKT	shortest_flow_pkt SHORTEST FLOW PKT	min_ip_pkt_len MIN IP PKT LEN	max_ip_pkt_len MAX IP PKT LEN	src_to_dst_second_bytes SRC TO DST SECOND BYTES	dst_to_src_second_bytes DST TO SRC SECOND BYTES	retransmitted_in_bytes RETRANSMITTED IN BYTES	retransmitted_in_pkts RETRANSMITTED IN PKTS	retransmitted_out_bytes RETRANSMITTED OUT BYTES	retransmitted_out_pkts RETRANSMITTED OUT PKTS	src_to_dst_avg_throughput SRC TO DST AVG THROUGHPUT	dst_to_src_avg_throughput DST TO SRC AVG THROUGHPUT	num_pkts_up_to_128_bytes NUM PKTS UP TO 128 BYTES	tcp_win_max_in TCP WIN MAX IN	tcp_win_max_out TCP WIN MAX OUT	icmp_type ICMP TYPE	icmp_ipv4_type ICMP IPV4 TYPE	ftp_command_ret_code FTP COMMAND RET CODE	attack Attack
59.166.0.5	1305	149.171.126.8	21	6	1	9	1	193	3	24	24	16				31	32	89	52	52	89	456	435					3648000	3480000	15		7240			331	Benign
59.166.0.5	1305	149.171.126.8	21	6	1	261	5	469	7	24	24	24				31	32	89	52	52	89	708	711	74	1	89	1	4656000	4584000	23	8688	8688	18944	74	230	Benign
59.166.0.5	1305	149.171.126.8	21	6	1	481	9	750	11	24	24	24				31	32	94	52	52	94	928	992	132	2	172	2	5576000	5696000	31	10136	10136	33792	132	229	Benign
59.166.0.5	1305	149.171.126.8	21	6	1	701	13	1054	15	24	24	24				31	32	106	52	52	106	1148	1296	190	3	266	3	6480000	6864000	39	11584	11584	48640	190	125	Benign
59.166.0.5	1305	149.171.126.8	21	6	1	1031	19	1474	21	24	24	24				31	32	106	52	52	106	1478	1716	251	4	437	5	7544000	8240000	51	14480	13032	64256	251	230	Benign
59.166.0.5	1305	149.171.126.8	21	6	1	1251	23	1751	25	24	24	24				31	32	106	52	52	106	1698	1993	309	5	517	6	8552000	9520000	59	15928	14480	13568	53	229	Benign
59.166.0.5	1305	149.171.126.8	21	6	1	1493	27	2054	29	24	24	24				31	32	106	52	52	106	1940	2296	378	6	610	7	9544000	10784000	67	17376	15928	31232	122	125	Benign
175.45.176.1	42208	149.171.126.14	21	6	1	309	7	556	7	24	24	16	4294952		15	62	63	116	47	47	116	604	884	150	3	232	3	3656000	1120000	23	16383	16383	38400	150	227	Benign
59.166.0.5	1305	149.171.126.8	21	6	1	1817	33	2510	35	24	24	24	4294952	15	15	31	32	106	52	52	106	2264	2752	436	7	792	9	3688000	4240000	79	20272	17376	46080	180	229	Benign
59.166.0.5	1305	149.171.126.8	21	6	1	2059	37	2814	39	24	24	24	4294952	15	15	31	32	106	52	52	106	2506	3056	505	8	886	10	2688000	3120000	87	21720	18824	63744	249	125	Benign


CREATE TABLE nf_unsw_nb15_v2 (
  "ipv4_src_addr" VARCHAR,
  "l4_src_port" BIGINT,
  "ipv4_dst_addr" VARCHAR,
  "l4_dst_port" BIGINT,
  "protocol" BIGINT,
  "l7_proto" DOUBLE,
  "in_bytes" BIGINT,
  "in_pkts" BIGINT,
  "out_bytes" BIGINT,
  "out_pkts" BIGINT,
  "tcp_flags" BIGINT,
  "client_tcp_flags" BIGINT,
  "server_tcp_flags" BIGINT,
  "flow_duration_milliseconds" BIGINT,
  "duration_in" BIGINT,
  "duration_out" BIGINT,
  "min_ttl" BIGINT,
  "max_ttl" BIGINT,
  "longest_flow_pkt" BIGINT,
  "shortest_flow_pkt" BIGINT,
  "min_ip_pkt_len" BIGINT,
  "max_ip_pkt_len" BIGINT,
  "src_to_dst_second_bytes" DOUBLE,
  "dst_to_src_second_bytes" DOUBLE,
  "retransmitted_in_bytes" BIGINT,
  "retransmitted_in_pkts" BIGINT,
  "retransmitted_out_bytes" BIGINT,
  "retransmitted_out_pkts" BIGINT,
  "src_to_dst_avg_throughput" BIGINT,
  "dst_to_src_avg_throughput" BIGINT,
  "num_pkts_up_to_128_bytes" BIGINT,
  "num_pkts_128_to_256_bytes" BIGINT,
  "num_pkts_256_to_512_bytes" BIGINT,
  "num_pkts_512_to_1024_bytes" BIGINT,
  "num_pkts_1024_to_1514_bytes" BIGINT,
  "tcp_win_max_in" BIGINT,
  "tcp_win_max_out" BIGINT,
  "icmp_type" BIGINT,
  "icmp_ipv4_type" BIGINT,
  "dns_query_id" BIGINT,
  "dns_query_type" BIGINT,
  "dns_ttl_answer" BIGINT,
  "ftp_command_ret_code" DOUBLE,
  "label" BIGINT,
  "attack" VARCHAR
);