Datasets:

keys-i
/

netFlow

FLOW_START_MILLISECONDS int64	FLOW_END_MILLISECONDS int64	IPV4_SRC_ADDR large_string	L4_SRC_PORT int64	IPV4_DST_ADDR large_string	L4_DST_PORT int64	PROTOCOL int64	L7_PROTO int64	IN_BYTES int64	IN_PKTS int64	OUT_BYTES int64	OUT_PKTS int64	TCP_FLAGS int64	CLIENT_TCP_FLAGS int64	SERVER_TCP_FLAGS int64	FLOW_DURATION_MILLISECONDS int64	DURATION_IN int64	DURATION_OUT int64	MIN_TTL int64	MAX_TTL int64	LONGEST_FLOW_PKT int64	SHORTEST_FLOW_PKT int64	MIN_IP_PKT_LEN int64	MAX_IP_PKT_LEN int64	SRC_TO_DST_SECOND_BYTES int64	DST_TO_SRC_SECOND_BYTES int64	RETRANSMITTED_IN_BYTES int64	RETRANSMITTED_IN_PKTS int64	SRC_TO_DST_AVG_THROUGHPUT int64	DST_TO_SRC_AVG_THROUGHPUT int64	NUM_PKTS_UP_TO_128_BYTES int64	NUM_PKTS_128_TO_256_BYTES int64	NUM_PKTS_256_TO_512_BYTES int64	NUM_PKTS_512_TO_1024_BYTES int64	NUM_PKTS_1024_TO_1514_BYTES int64	TCP_WIN_MAX_IN int64	TCP_WIN_MAX_OUT int64	ICMP_TYPE int64	ICMP_IPV4_TYPE int64	DNS_QUERY_ID int64	DNS_QUERY_TYPE int64	DNS_TTL_ANSWER int64	SRC_TO_DST_IAT_MIN int64	SRC_TO_DST_IAT_MAX int64	SRC_TO_DST_IAT_AVG int64	SRC_TO_DST_IAT_STDDEV int64	DST_TO_SRC_IAT_MIN int64	DST_TO_SRC_IAT_MAX int64	DST_TO_SRC_IAT_AVG int64	DST_TO_SRC_IAT_STDDEV int64	Attack large_string
1,518,611,287,705	1,518,611,287,705	172.31.0.2	53	172.31.66.58	63,593	17	5	156	1	0	0	0	0	0	1	0	0	0	0	156	156	0	156	0	1	0	0	1,248,000	0	0	1	0	0	0	0	0	0	0	45,856	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,287,743	1,518,611,290,747	172.31.66.58	56,163	239.255.255.250	1,900	17	12	805	5	0	0	0	0	0	3,003	3,003	0	1	1	161	161	0	161	0	0	0	0	2,143	0	0	5	0	0	0	0	0	0	0	0	0	0	0	2,793	750	1,182	0	0	0	0	Benign
1,518,611,288,143	1,518,611,300,202	172.31.66.46	62,388	239.255.255.250	1,900	17	12	1,288	8	0	0	0	0	0	12,058	12,058	0	1	1	161	161	0	161	0	0	0	0	854	0	0	8	0	0	0	0	0	0	0	0	0	0	0	3,016	1,722	1,436	0	0	0	0	Benign
1,518,611,288,165	1,518,611,336,194	0.0.0.0	546	0.0.0.0	547	17	103	393	3	0	0	0	0	0	48,029	48,029	0	1	1	131	131	0	131	0	0	0	0	65	0	0	3	0	0	0	0	0	0	0	0	0	0	16,014	32,014	24,014	8,000	0	0	0	0	Benign
1,518,611,288,175	1,518,611,288,176	172.31.66.46	49,187	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	0	0	128	128	528	40	40	528	700	373	0	0	1,492,000	2,800,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,288,214	1,518,611,289,754	107.217.94.48	62,907	172.31.66.46	3,389	6	91	1,000	5	421	4	28	28	24	1,539	1,539	1,197	106	106	621	40	40	621	0	0	0	0	5,194	2,187	6	2	0	1	0	252	63,618	0	0	0	0	0	54	1,252	384	501	128	937	398	380	Benign
1,518,611,288,295	1,518,611,288,496	172.31.66.46	60,810	172.31.0.2	53	17	5	63	1	156	1	0	0	0	201	0	0	0	0	156	63	63	156	0	0	0	0	2,495	6,178	1	1	0	0	0	0	0	0	0	59,209	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,288,383	1,518,611,360,054	172.31.66.58	138	172.31.66.127	138	17	10	2,155	10	0	0	0	0	0	71,670	71,670	0	128	128	232	202	0	232	0	0	0	0	240	0	0	10	0	0	0	0	0	0	0	0	0	0	0	46,728	7,962	14,318	0	0	0	0	Benign
1,518,611,288,390	1,518,611,361,578	172.31.66.46	138	172.31.66.127	138	17	10	2,357	11	0	0	0	0	0	73,188	73,188	0	128	128	232	202	0	232	0	0	0	0	257	0	0	11	0	0	0	0	0	0	0	0	0	0	0	59,450	7,318	17,484	0	0	0	0	Benign
1,518,611,288,406	1,518,611,288,470	172.31.66.58	49,630	172.31.0.2	53	17	5	73	1	140	1	0	0	0	63	0	0	0	0	140	73	73	140	2	1	0	0	9,125	17,500	1	1	0	0	0	0	0	0	0	35,422	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,288,476	1,518,611,297,548	172.31.66.58	49,185	65.55.252.93	443	6	91	152	3	0	0	2	2	0	9,072	9,072	0	128	128	52	48	0	52	0	0	100	2	134	0	3	0	0	0	0	8,192	0	25,600	100	0	0	0	3,016	6,055	4,535	1,519	0	0	0	0	Benign
1,518,611,288,578	1,518,611,288,692	172.31.66.46	3,389	212.237.4.117	49,666	6	91	77	1	40	1	28	24	20	113	0	0	0	0	77	40	40	77	0	0	0	0	5,403	2,807	2	0	0	0	0	62,952	0	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,288,594	1,518,611,288,611	172.31.66.46	3,389	207.246.95.116	60,918	6	91	77	1	40	1	28	24	20	17	0	0	0	0	77	40	40	77	2	4	0	0	34,222	17,777	2	0	0	0	0	62,948	0	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,288,604	1,518,611,288,604	172.31.66.46	49,186	169.254.169.254	80	6	7	40	1	0	0	20	20	0	1	0	0	0	0	40	40	0	40	0	0	0	0	320,000	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,288,759	1,518,611,288,760	172.31.66.58	49,186	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	0	0	128	128	528	40	40	528	7	3	0	0	2,984,000	5,600,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,289,653	1,518,611,289,729	172.31.66.46	58,799	172.31.0.2	53	17	5	73	1	140	1	0	0	0	76	0	0	0	0	140	73	73	140	1	0	0	0	7,584	14,545	1	1	0	0	0	0	0	0	0	17,637	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,289,732	1,518,611,298,733	172.31.66.46	49,188	65.55.252.93	443	6	91	152	3	0	0	2	2	0	9,001	9,001	0	128	128	52	48	0	52	0	0	100	2	135	0	3	0	0	0	0	8,192	0	25,600	100	0	0	0	3,001	5,999	4,500	1,498	0	0	0	0	Benign
1,518,611,289,734	1,518,611,337,764	0.0.0.0	546	0.0.0.0	547	17	103	393	3	0	0	0	0	0	48,030	48,030	0	1	1	131	131	0	131	0	0	0	0	65	0	0	3	0	0	0	0	0	0	0	0	0	0	16,015	32,014	24,014	7,999	0	0	0	0	Benign
1,518,611,290,423	1,518,611,290,424	172.31.66.46	49,189	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	0	0	128	128	528	40	40	528	700	373	0	0	1,492,000	2,800,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,290,747	1,518,611,290,747	172.229.241.88	80	172.31.66.46	49,180	6	7	40	1	40	1	17	17	16	1	0	0	0	0	40	40	40	40	0	0	0	0	320,000	320,000	2	0	0	0	0	946	1,024	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,290,757	1,518,611,290,758	172.31.66.58	49,189	169.254.169.254	80	6	7	360	5	454	5	27	27	27	1	0	0	128	128	282	40	40	282	454	360	0	0	1,440,000	1,816,000	8	1	1	0	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,290,757	1,518,611,290,757	169.254.169.254	80	172.31.66.58	49,176	6	7	40	1	40	1	17	17	16	1	0	0	0	0	40	40	40	40	0	0	0	0	320,000	320,000	2	0	0	0	0	149	264	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,290,760	1,518,611,290,761	172.31.66.58	49,190	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	0	0	128	128	528	40	40	528	7	3	0	0	2,984,000	5,600,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,290,765	1,518,611,290,766	172.31.66.58	49,191	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	0	0	128	128	528	40	40	528	7	3	0	0	2,984,000	5,600,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,291,143	1,518,611,291,144	172.31.66.58	49,192	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	0	0	128	128	528	40	40	528	7	3	0	0	2,984,000	5,600,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,291,768	1,518,611,291,768	169.254.169.254	80	172.31.66.46	49,179	6	7	40	1	40	1	17	17	16	1	0	0	0	0	40	40	40	40	0	0	0	0	320,000	320,000	2	0	0	0	0	149	264	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,291,807	1,518,611,339,837	0.0.0.0	546	0.0.0.0	547	17	103	393	3	0	0	0	0	0	48,030	48,030	0	1	1	131	131	0	131	0	0	0	0	65	0	0	3	0	0	0	0	0	0	0	0	0	0	16,015	32,014	24,014	7,999	0	0	0	0	Benign
1,518,611,291,914	1,518,611,291,972	172.31.65.25	63,894	172.31.0.2	53	17	5	73	1	140	1	0	0	0	57	0	0	0	0	140	73	73	140	2	1	0	0	10,068	19,310	1	1	0	0	0	0	0	0	0	15,541	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,291,977	1,518,611,300,978	172.31.65.25	49,185	65.55.252.93	443	6	91	152	3	0	0	2	2	0	9,000	9,000	0	128	128	52	48	0	52	0	0	100	2	135	0	3	0	0	0	0	8,192	0	25,600	100	0	0	0	2,985	6,015	4,500	1,514	0	0	0	0	Benign
1,518,611,292,010	1,518,611,363,726	172.31.65.25	138	172.31.65.127	138	17	10	2,155	10	0	0	0	0	0	71,716	71,716	0	128	128	232	202	0	232	0	0	0	0	240	0	0	10	0	0	0	0	0	0	0	0	0	0	0	39,071	7,967	12,691	0	0	0	0	Benign
1,518,611,292,076	1,518,611,292,094	172.31.66.116	3,389	207.246.95.116	61,819	6	91	77	1	40	1	28	24	20	17	0	0	0	0	77	40	40	77	2	4	0	0	34,222	17,777	2	0	0	0	0	62,852	0	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,292,443	1,518,611,292,444	172.31.66.46	49,190	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	1	0	128	128	528	40	40	528	700	373	0	0	1,492,000	2,800,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,292,547	1,518,611,292,548	172.31.66.46	49,191	169.254.169.254	80	6	7	360	5	455	5	27	27	27	1	1	1	128	128	283	40	40	283	455	360	0	0	1,440,000	1,820,000	8	1	1	0	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,292,653	1,518,611,292,683	172.31.66.58	53,130	172.31.0.2	53	17	5	70	1	183	1	0	0	0	30	0	0	0	0	183	70	70	183	6	2	0	0	18,064	47,225	1	1	0	0	0	0	0	0	0	2,839	1	9	0	0	0	0	0	0	0	0	Benign
1,518,611,292,660	1,518,611,292,661	172.31.66.46	49,192	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	1	0	128	128	528	40	40	528	700	373	0	0	1,492,000	2,800,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,292,810	1,518,611,292,846	172.31.66.58	50,539	172.31.0.2	53	17	5	57	1	89	1	0	0	0	36	0	0	0	0	89	57	57	89	2	1	0	0	12,324	19,243	2	0	0	0	0	0	0	0	0	20,926	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,292,811	1,518,611,292,830	172.31.66.58	58,765	172.31.0.2	53	17	5	71	1	127	1	0	0	0	19	0	0	0	0	127	71	71	127	6	3	0	0	28,400	50,800	2	0	0	0	0	0	0	0	0	17,428	1	30	0	0	0	0	0	0	0	0	Benign
1,518,611,292,829	1,518,611,412,661	172.31.66.58	49,195	23.219.88.145	80	6	7	1,287	17	1,552	16	26	26	26	119,832	119,800	119,800	128	128	424	40	40	424	0	0	451	11	85	103	29	0	4	0	0	8,192	29,200	49,920	195	0	0	0	32	10,046	7,486	4,285	0	10,046	7,986	3,978	Benign
1,518,611,292,830	1,518,611,292,830	172.31.66.58	55,417	172.31.0.2	53	17	5	64	1	96	1	0	0	0	1	0	0	0	0	96	64	64	96	0	0	0	0	512,000	768,000	2	0	0	0	0	0	0	0	0	10,942	1	4	0	0	0	0	0	0	0	0	Benign
1,518,611,292,831	1,518,611,409,723	172.31.66.58	49,197	13.33.140.103	443	6	91	2,114	27	116,092	86	26	26	26	116,892	116,892	116,829	128	128	1,500	40	40	1,500	0	0	0	0	144	7,945	29	4	2	2	76	8,192	29,200	0	0	0	0	0	0	58,382	4,495	15,509	0	58,394	1,374	8,830	Benign
1,518,611,292,831	1,518,611,293,124	172.31.66.58	49,196	13.33.140.103	443	6	91	965	10	4,183	9	31	31	27	292	292	282	128	128	1,500	40	40	1,500	14	3	0	0	26,348	114,211	12	3	1	1	2	8,192	29,200	0	0	0	0	0	0	159	32	51	0	170	35	59	Benign
1,518,611,292,837	1,518,611,292,838	172.31.66.58	54,086	172.31.0.2	53	17	5	75	1	91	1	0	0	0	1	0	0	0	0	91	75	75	91	0	0	0	0	600,000	728,000	2	0	0	0	0	0	0	0	0	50,877	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,292,845	1,518,611,292,846	172.31.66.58	57,189	172.31.0.2	53	17	5	75	1	160	1	0	0	0	1	0	0	0	0	160	75	75	160	160	75	0	0	300,000	640,000	1	1	0	0	0	0	0	0	0	13,613	28	60	0	0	0	0	0	0	0	0	Benign
1,518,611,292,849	1,518,611,292,850	172.31.66.58	59,152	172.31.0.2	53	17	5	64	1	125	1	0	0	0	1	0	0	0	0	125	64	64	125	1	0	0	0	512,000	1,000,000	2	0	0	0	0	0	0	0	0	45,990	28	60	0	0	0	0	0	0	0	0	Benign
1,518,611,292,858	1,518,611,293,146	172.31.66.58	49,198	104.20.62.188	443	6	91	918	10	4,186	9	31	31	27	287	271	270	128	128	1,500	40	40	1,500	14	3	0	0	25,500	116,277	12	3	1	1	2	8,192	29,200	0	0	0	0	0	0	149	29	46	0	167	33	57	Benign
1,518,611,292,859	1,518,611,356,647	172.31.66.58	49,199	104.20.62.188	443	6	91	23,354	369	1,097,974	781	26	26	26	63,788	63,788	63,726	128	128	1,500	40	40	1,500	17	0	0	0	2,928	137,700	350	52	5	2	741	8,192	29,200	0	0	0	0	0	0	58,310	172	3,037	0	58,469	81	2,093	Benign
1,518,611,292,869	1,518,611,292,872	172.31.66.58	60,962	172.31.0.2	53	17	5	57	1	89	1	0	0	0	3	0	0	0	0	89	57	57	89	29	19	0	0	114,000	178,000	2	0	0	0	0	0	0	0	0	62,298	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,292,870	1,518,611,292,879	172.31.65.25	49,186	169.254.169.254	80	6	7	373	5	700	5	27	27	27	8	8	8	128	128	528	40	40	528	87	46	0	0	331,555	622,222	8	1	0	1	0	8,192	17,922	0	0	0	0	0	6	6	1	2	0	7	2	2	Benign
1,518,611,292,870	1,518,611,292,871	169.254.169.254	80	172.31.65.25	49,176	6	7	40	1	40	1	17	17	16	1	0	0	0	0	40	40	40	40	0	0	0	0	320,000	320,000	2	0	0	0	0	149	264	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,292,922	1,518,611,292,943	172.31.66.58	65,354	172.31.0.2	53	17	5	57	1	113	1	0	0	0	21	0	0	0	0	113	57	57	113	5	2	0	0	20,727	41,090	2	0	0	0	0	0	0	0	0	47,561	28	60	0	0	0	0	0	0	0	0	Benign
1,518,611,293,167	1,518,611,302,416	172.31.65.25	52,278	239.255.255.250	1,900	17	12	966	6	0	0	0	0	0	9,249	9,249	0	1	1	161	161	0	161	0	0	0	0	835	0	0	6	0	0	0	0	0	0	0	0	0	0	202	3,018	1,849	1,428	0	0	0	0	Benign
1,518,611,293,267	1,518,611,293,268	172.31.66.58	49,200	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	1	0	128	128	528	40	40	528	700	373	0	0	1,492,000	2,800,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,293,394	1,518,611,293,605	172.31.65.25	58,623	172.31.0.2	53	17	5	63	1	156	1	0	0	0	210	0	0	0	0	156	63	63	156	0	0	0	0	2,388	5,914	1	1	0	0	0	0	0	0	0	39,298	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,293,912	1,518,611,367,144	172.31.66.99	138	172.31.66.127	138	17	10	2,357	11	0	0	0	0	0	73,232	73,232	0	128	128	232	202	0	232	0	0	0	0	257	0	0	11	0	0	0	0	0	0	0	0	0	0	0	56,447	7,322	16,496	0	0	0	0	Benign
1,518,611,293,938	1,518,611,294,062	172.31.66.99	61,821	172.31.0.2	53	17	5	73	1	140	1	0	0	0	123	0	0	0	0	140	73	73	140	1	0	0	0	4,709	9,032	1	1	0	0	0	0	0	0	0	26,305	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,293,956	1,518,611,299,274	172.31.66.58	137	172.31.66.127	137	17	10	768	8	0	0	0	0	0	5,317	5,317	0	128	128	96	96	0	96	0	0	0	0	1,155	0	8	0	0	0	0	0	0	0	0	0	0	0	750	766	759	6	0	0	0	0	Benign
1,518,611,294,022	1,518,611,294,024	172.31.66.99	49,185	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	1	1	128	128	528	40	40	528	700	373	0	0	1,492,000	2,800,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,294,118	1,518,611,294,165	172.31.66.58	49,840	172.31.0.2	53	17	5	72	1	226	1	0	0	0	47	0	0	0	0	226	72	72	226	4	1	0	0	12,000	37,666	1	1	0	0	0	0	0	0	0	37,493	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,294,149	1,518,611,303,161	172.31.66.99	49,186	65.55.252.93	443	6	91	152	3	0	0	2	2	0	9,012	9,012	0	128	128	52	48	0	52	0	0	100	2	134	0	3	0	0	0	0	8,192	0	25,600	100	0	0	0	3,012	5,999	4,505	1,493	0	0	0	0	Benign
1,518,611,294,158	1,518,611,294,158	172.31.66.99	49,184	169.254.169.254	80	6	7	40	1	0	0	20	20	0	1	0	0	0	0	40	40	0	40	0	0	0	0	320,000	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,294,166	1,518,611,355,479	172.31.66.58	49,205	34.210.37.21	443	6	91	1,481	15	3,910	15	27	27	27	61,312	61,312	61,244	128	128	1,500	40	40	1,500	0	0	246	6	193	510	23	4	0	1	2	64,240	31,088	62,976	246	0	0	0	0	10,077	4,378	4,911	0	10,078	4,374	4,937	Benign
1,518,611,294,166	1,518,611,294,166	172.31.66.58	61,726	172.31.0.2	53	17	5	78	1	206	1	0	0	0	1	0	0	0	0	206	78	78	206	2	0	0	0	624,000	1,648,000	1	1	0	0	0	0	0	0	0	29,852	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,294,167	1,518,611,294,168	172.31.66.58	51,213	172.31.0.2	53	17	5	78	1	160	1	0	0	0	1	0	0	0	0	160	78	78	160	1	0	0	0	624,000	1,280,000	1	1	0	0	0	0	0	0	0	37,398	28	60	0	0	0	0	0	0	0	0	Benign
1,518,611,294,262	1,518,611,297,318	172.31.66.99	58,787	239.255.255.250	1,900	17	12	805	5	0	0	0	0	0	3,055	3,055	0	1	1	161	161	0	161	0	0	0	0	2,107	0	0	5	0	0	0	0	0	0	0	0	0	0	40	2,781	763	1,166	0	0	0	0	Benign
1,518,611,294,335	1,518,611,294,347	172.31.66.58	60,316	172.31.0.2	53	17	5	63	1	111	1	0	0	0	12	0	0	0	0	111	63	63	111	9	5	0	0	38,769	68,307	2	0	0	0	0	0	0	0	0	57,134	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,294,388	1,518,611,410,016	172.31.66.58	49,206	72.21.91.29	80	6	7	2,563	20	3,976	17	26	26	26	115,627	115,616	115,616	128	128	828	40	40	828	0	0	451	11	177	275	29	0	4	4	0	8,192	65,535	49,920	195	0	0	0	0	10,030	6,084	4,666	0	10,030	7,225	4,219	Benign
1,518,611,294,389	1,518,611,294,389	172.31.66.58	65,312	172.31.0.2	53	17	5	64	1	80	1	0	0	0	1	0	0	0	0	80	64	64	80	0	0	0	0	512,000	640,000	2	0	0	0	0	0	0	0	0	63,294	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,294,418	1,518,611,294,419	172.31.66.58	62,984	172.31.0.2	53	17	5	64	1	132	1	0	0	0	1	0	0	0	0	132	64	64	132	132	64	0	0	256,000	528,000	1	1	0	0	0	0	0	0	0	49,778	28	8	0	0	0	0	0	0	0	0	Benign
1,518,611,294,750	1,518,611,294,751	172.31.66.46	49,193	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	1	0	128	128	528	40	40	528	700	373	0	0	1,492,000	2,800,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,295,065	1,518,611,296,371	207.246.95.116	62,109	172.31.66.109	3,389	6	88	1,480	8	1,913	8	222	222	90	1,306	1,306	1,289	106	106	1,213	40	40	1,213	1	1	0	0	9,058	11,709	11	2	1	1	1	8,192	64,000	0	0	0	0	0	0	1,100	186	374	19	1,032	183	347	Benign
1,518,611,295,104	1,518,611,295,197	172.31.65.25	49,189	169.254.169.254	80	6	7	373	5	700	5	27	27	27	92	92	92	128	128	528	40	40	528	7	4	0	0	32,086	60,215	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	47	22	22	0	48	22	22	Benign
1,518,611,295,210	1,518,611,295,232	172.31.66.58	52,111	172.31.0.2	53	17	5	53	1	85	1	0	0	0	22	0	0	0	0	85	53	53	85	3	2	0	0	18,434	29,565	2	0	0	0	0	0	0	0	0	6,653	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,295,248	1,518,611,295,336	172.31.66.58	49,207	104.20.63.188	443	6	91	914	10	4,187	9	31	31	27	88	87	71	128	128	1,500	40	40	1,500	47	10	0	0	82,157	376,359	12	3	1	1	2	8,192	29,200	0	0	0	0	0	0	19	9	8	0	33	8	11	Benign
1,518,611,295,248	1,518,611,295,249	172.31.66.58	56,475	172.31.0.2	53	17	5	53	1	85	1	0	0	0	1	0	0	0	0	85	53	53	85	0	0	0	0	424,000	680,000	2	0	0	0	0	0	0	0	0	19,821	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,295,250	1,518,611,295,310	172.31.66.58	61,065	172.31.0.2	53	17	5	53	1	109	1	0	0	0	60	0	0	0	0	109	53	53	109	1	0	0	0	6,950	14,295	2	0	0	0	0	0	0	0	0	32,516	28	60	0	0	0	0	0	0	0	0	Benign
1,518,611,295,265	1,518,611,295,306	172.31.65.25	49,190	169.254.169.254	80	6	7	360	5	455	5	27	27	27	41	41	41	128	128	283	40	40	283	11	8	0	0	68,571	86,666	8	1	1	0	0	8,192	17,922	0	0	0	0	0	0	27	9	11	0	27	10	11	Benign
1,518,611,295,383	1,518,611,295,398	172.31.65.25	49,191	169.254.169.254	80	6	7	373	5	700	5	27	27	27	15	15	15	128	128	528	40	40	528	46	24	0	0	186,500	350,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	7	3	3	0	7	3	3	Benign
1,518,611,295,420	1,518,611,295,422	172.31.65.25	49,192	169.254.169.254	80	6	7	373	5	700	5	27	27	27	2	2	2	128	128	528	40	40	528	350	186	0	0	994,666	1,866,666	8	1	0	1	0	8,192	17,922	0	0	0	0	0	1	1	0	0	0	1	0	0	Benign
1,518,611,295,452	1,518,611,300,796	172.31.66.46	137	172.31.66.127	137	17	10	768	8	0	0	0	0	0	5,343	5,343	0	128	128	96	96	0	96	0	0	0	0	1,149	0	8	0	0	0	0	0	0	0	0	0	0	0	750	765	762	5	0	0	0	0	Benign
1,518,611,295,521	1,518,611,295,522	172.31.66.58	49,208	169.254.169.254	80	6	7	373	5	700	5	27	27	27	1	0	0	128	128	528	40	40	528	700	373	0	0	1,492,000	2,800,000	8	1	0	1	0	8,192	17,922	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,295,585	1,518,611,368,808	172.31.67.111	138	172.31.67.127	138	17	10	2,357	11	0	0	0	0	0	73,222	73,222	0	128	128	232	202	0	232	0	0	0	0	257	0	0	11	0	0	0	0	0	0	0	0	0	0	0	41,401	7,321	12,581	0	0	0	0	Benign
1,518,611,295,600	1,518,611,343,621	0.0.0.0	546	0.0.0.0	547	17	103	393	3	0	0	0	0	0	48,020	48,020	0	1	1	131	131	0	131	0	0	0	0	65	0	0	3	0	0	0	0	0	0	0	0	0	0	16,006	32,014	24,010	8,003	0	0	0	0	Benign
1,518,611,295,751	1,518,611,295,751	169.254.169.254	80	172.31.66.99	49,177	6	7	40	1	40	1	17	17	16	1	0	0	0	0	40	40	40	40	0	0	0	0	320,000	320,000	2	0	0	0	0	149	264	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,295,754	1,518,611,295,754	172.229.241.88	80	172.31.66.99	49,183	6	7	40	1	40	1	17	17	16	1	0	0	0	0	40	40	40	40	0	0	0	0	320,000	320,000	2	0	0	0	0	946	1,023	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,295,767	1,518,611,360,709	172.31.66.58	49,209	104.20.63.188	443	6	91	11,730	61	24,482	81	26	26	26	64,941	64,941	64,862	128	128	1,500	40	40	1,500	0	0	0	0	1,444	3,015	96	15	4	10	17	8,192	29,200	0	0	0	0	0	0	58,442	1,081	7,472	0	58,460	810	6,490	Benign
1,518,611,295,770	1,518,611,295,771	172.31.66.58	60,411	172.31.0.2	53	17	5	66	1	118	1	0	0	0	1	0	0	0	0	118	66	66	118	118	66	0	0	264,000	472,000	2	0	0	0	0	0	0	0	0	9,045	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,295,772	1,518,611,295,772	172.31.66.58	58,012	172.31.0.2	53	17	5	71	1	87	1	0	0	0	1	0	0	0	0	87	71	71	87	0	0	0	0	568,000	696,000	2	0	0	0	0	0	0	0	0	30,110	1	14	0	0	0	0	0	0	0	0	Benign
1,518,611,295,772	1,518,611,412,817	172.31.66.58	49,210	209.85.203.95	443	6	91	1,504	16	5,299	18	26	26	26	117,044	117,044	116,904	128	128	1,470	40	40	1,470	0	0	0	0	102	362	24	4	4	0	2	8,192	42,780	0	0	0	0	0	0	58,006	7,802	19,686	0	58,123	6,876	18,684	Benign
1,518,611,295,773	1,518,611,295,773	172.31.66.58	50,441	172.31.0.2	53	17	5	71	1	99	1	0	0	0	1	0	0	0	0	99	71	71	99	0	0	0	0	568,000	792,000	2	0	0	0	0	0	0	0	0	61,238	28	60	0	0	0	0	0	0	0	0	Benign
1,518,611,295,779	1,518,611,295,878	172.31.67.111	3,389	185.222.56.84	1,868	6	91	77	1	40	1	28	24	20	99	0	0	0	0	77	40	40	77	0	0	0	0	6,160	3,200	2	0	0	0	0	62,964	0	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,518,611,295,782	1,518,611,295,903	172.31.66.58	59,482	172.31.0.2	53	17	5	62	1	153	1	0	0	0	121	0	0	0	0	153	62	62	153	1	0	0	0	4,065	10,032	1	1	0	0	0	0	0	0	0	39,943	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,295,804	1,518,611,295,823	172.31.66.58	61,230	172.31.0.2	53	17	5	73	1	105	1	0	0	0	19	0	0	0	0	105	73	73	105	5	3	0	0	29,200	42,000	2	0	0	0	0	0	0	0	0	34,451	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,295,844	1,518,611,295,845	172.31.66.58	64,855	172.31.0.2	53	17	5	73	1	105	1	0	0	0	1	0	0	0	0	105	73	73	105	1	0	0	0	584,000	840,000	2	0	0	0	0	0	0	0	0	15,787	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,295,844	1,518,611,412,739	172.31.66.58	49,211	104.20.150.16	443	6	91	1,136	13	4,423	12	26	26	26	116,894	116,894	116,832	128	128	1,500	40	40	1,500	0	0	0	0	77	302	18	3	1	1	2	8,192	29,200	0	0	0	0	0	0	58,482	9,740	21,700	0	58,567	10,620	22,497	Benign
1,518,611,295,847	1,518,611,295,866	172.31.66.58	64,385	172.31.0.2	53	17	5	73	1	129	1	0	0	0	19	0	0	0	0	129	73	73	129	6	3	0	0	29,200	51,600	1	1	0	0	0	0	0	0	0	17,567	28	60	0	0	0	0	0	0	0	0	Benign
1,518,611,295,898	1,518,611,295,899	172.31.67.111	60,857	172.31.0.2	53	17	5	73	1	140	1	0	0	0	1	0	0	0	0	140	73	73	140	140	73	0	0	292,000	560,000	1	1	0	0	0	0	0	0	0	22,457	1	60	0	0	0	0	0	0	0	0	Benign
1,518,611,295,906	1,518,611,304,919	172.31.67.111	49,185	65.55.252.93	443	6	91	152	3	0	0	2	2	0	9,013	9,013	0	128	128	52	48	0	52	0	0	100	2	134	0	3	0	0	0	0	8,192	0	25,600	100	0	0	0	3,004	6,008	4,506	1,502	0	0	0	0	Benign
1,518,611,295,945	1,518,611,295,946	172.31.66.58	60,541	172.31.0.2	53	17	5	68	1	84	1	0	0	0	1	0	0	0	0	84	68	68	84	0	0	0	0	544,000	672,000	2	0	0	0	0	0	0	0	0	11,064	1	20	0	0	0	0	0	0	0	0	Benign
1,518,611,295,945	1,518,611,303,341	172.31.66.58	49,212	23.218.116.39	443	6	91	2,723	16	43,495	38	27	27	27	7,396	7,362	7,361	128	128	1,500	40	40	1,500	5	0	0	0	2,944	47,040	15	4	4	4	27	8,192	29,200	0	0	0	0	0	0	3,905	490	1,126	0	4,014	198	777	Benign
1,518,611,295,959	1,518,611,295,972	172.31.66.58	64,079	172.31.0.2	53	17	5	68	1	129	1	0	0	0	13	0	0	0	0	129	68	68	129	9	5	0	0	38,857	73,714	1	1	0	0	0	0	0	0	0	42,570	28	60	0	0	0	0	0	0	0	0	Benign

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NetFlow V3

NetFlow V3 datasets for machine learning-based network intrusion detection research.

This repository republishes the NetFlow V3 datasets introduced in Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems by Majed Luay, Siamak Layeghy, Seyedehfaezeh Hosseininoorbin, Mohanad Sarhan, Nour Moustafa, and Marius Portmann. arXiv

Description

NetFlow V3 extends earlier NetFlow datasets with temporal features for time-based analysis in NIDS research. arXiv

Citation

If you use this dataset, please cite the original paper:

@article{luay2025temporal,
  title={Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems},
  author={Luay, Majed and Layeghy, Siamak and Hosseininoorbin, Seyedehfaezeh and Sarhan, Mohanad and Moustafa, Nour and Portmann, Marius},
  journal={arXiv preprint arXiv:2503.04404},
  year={2025},
  doi={10.48550/arXiv.2503.04404}
}

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Paper for keys-i/netFlow

Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems

Paper • 2503.04404 • Published Mar 9, 2025