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 float64	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 float64	DST_TO_SRC_SECOND_BYTES float64	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	Label int64	Attack large_string
1,528,104,199,586	1,528,104,319,994	192.168.100.7	365	192.168.100.3	565	17	0	238,142	5,177	0	0	0	0	0	120,408	120,408	0	127	127	46	46	0	46	0	1.977792	0	0	15,822	0	5,177	0	0	0	0	0	0	0	0	0	0	0	1	30	22	4	0	0	0	0	0	Benign
1,528,104,199,598	1,528,104,319,994	192.168.100.46	3,456	192.168.100.5	80	17	0	9,015,892	9,630	9,450,299	9,630	0	0	0	120,396	120,396	120,396	127	127	1,500	422	422	1,500	78.493463	74.885312	0	0	599,077	627,942	0	0	1,807	8,906	8,547	0	0	0	0	0	0	0	1	28	12	1	1	30	12	2	0	Benign
1,528,104,199,598	1,528,104,319,994	192.168.100.55	8,080	192.168.100.3	80	6	7	9,551,084	9,630	8,947,515	9,630	0	0	0	120,396	120,396	120,396	127	127	1,496	422	422	1,496	74.317378	79.330576	0	0	634,639	594,534	0	0	481	9,872	8,907	1,024	1,024	0	0	0	0	0	1	30	12	1	5	25	12	1	0	Benign
1,528,104,199,598	1,528,104,319,994	192.168.100.46	80	192.168.100.5	80	17	0	9,106,323	9,630	0	0	0	0	0	120,396	120,396	0	127	127	1,483	444	0	1,483	0	75.636425	0	0	605,086	0	0	0	842	5,174	3,614	0	0	0	0	0	0	0	1	28	12	2	0	0	0	0	0	Benign
1,528,104,199,598	1,528,104,319,969	192.168.100.6	80	192.168.100.3	80	6	7	916,500	3,250	0	0	0	0	0	120,371	120,371	0	127	127	282	282	0	282	0	7.61396	916,218	3,249	60,911	0	0	0	3,250	0	0	1,024	0	64,013	250	0	0	0	12	54	36	4	0	0	0	0	0	Benign
1,528,104,199,598	1,528,104,319,994	192.168.100.46	80	192.168.100.5	80	6	7	8,878,969	9,630	0	0	0	0	0	120,396	120,396	0	127	127	1,498	427	0	1,498	0	73.74804	0	0	589,979	0	0	0	1,567	4,573	3,490	1,024	0	0	0	0	0	0	1	30	12	2	0	0	0	0	0	Benign
1,528,104,199,598	1,528,104,319,986	192.168.100.5	0	192.168.100.3	0	6	0	4,025,078	5,778	0	0	0	0	0	120,387	120,387	0	127	127	1,472	99	0	1,472	0	33.43449	0	0	267,473	0	240	603	1,082	2,531	1,322	1,024	0	0	0	0	0	0	6	30	20	5	0	0	0	0	0	Benign
1,528,104,202,650	1,528,104,322,690	192.168.100.3	41,307	52.64.239.193	8,883	6	91	37,963	47	2,444	47	24	24	16	120,040	120,034	120,034	64	64	1,268	52	52	1,268	0.02036	0.316253	0	0	2,530	162	47	0	20	6	21	282	422	0	0	0	0	0	5	5,003	2,608	1,719	5	5,003	2,608	1,719	0	Benign
1,528,103,029,332	1,528,103,047,123	192.168.100.148	57,216	192.168.100.3	80	6	7	707	6	710	4	31	30	27	17,790	17,790	8,742	64	64	546	52	52	546	0.03991	0.039741	0	0	317	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,004	3,557	3,383	3,738	5,003	2,913	2,124	1	DDoS
1,528,103,029,332	1,528,103,047,123	192.168.100.148	57,218	192.168.100.3	80	6	7	726	6	710	4	31	30	27	17,790	17,790	8,742	64	64	546	52	52	546	0.03991	0.040809	0	0	326	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,004	3,557	3,383	3,738	5,003	2,913	2,124	1	DDoS
1,528,103,029,332	1,528,103,047,123	192.168.100.148	57,220	192.168.100.3	80	6	7	736	6	710	4	31	30	27	17,790	17,790	8,743	64	64	546	52	52	546	0.03991	0.041372	0	0	330	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,004	3,557	3,383	3,738	5,005	2,914	2,124	1	DDoS
1,528,103,029,333	1,528,103,047,123	192.168.100.148	57,222	192.168.100.3	80	6	7	827	6	710	4	31	30	27	17,789	17,789	8,742	64	64	559	52	52	559	0.039912	0.046489	0	0	371	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,737	9,004	3,557	3,383	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,333	1,528,103,047,123	192.168.100.148	57,224	192.168.100.3	80	6	7	695	6	710	4	31	30	27	17,789	17,789	8,742	64	64	546	52	52	546	0.039912	0.039069	0	0	312	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,737	9,004	3,557	3,383	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,333	1,528,103,047,123	192.168.100.148	57,226	192.168.100.3	80	6	7	672	6	710	4	31	30	27	17,789	17,789	8,742	64	64	546	52	52	546	0.039912	0.037776	0	0	302	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,737	9,004	3,557	3,383	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,333	1,528,103,047,123	192.168.100.148	57,228	192.168.100.3	80	6	7	807	6	710	4	31	30	27	17,789	17,789	8,742	64	64	546	52	52	546	0.039912	0.045365	0	0	362	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,738	9,004	3,557	3,383	3,738	5,003	2,913	2,124	1	DDoS
1,528,103,029,334	1,528,103,047,123	192.168.100.148	57,230	192.168.100.3	80	6	7	772	6	710	4	31	30	27	17,788	17,788	8,741	64	64	546	52	52	546	0.039915	0.0434	0	0	347	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,004	3,557	3,382	3,737	5,003	2,913	2,123	1	DDoS
1,528,103,029,334	1,528,103,047,123	192.168.100.148	57,232	192.168.100.3	80	6	7	931	6	710	4	31	30	27	17,788	17,788	8,741	64	64	663	52	52	663	0.039915	0.052339	0	0	418	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,737	9,004	3,557	3,382	3,737	5,003	2,913	2,123	1	DDoS
1,528,103,029,334	1,528,103,047,123	192.168.100.148	57,234	192.168.100.3	80	6	7	800	6	710	4	31	30	27	17,788	17,788	8,741	64	64	546	52	52	546	0.039915	0.044974	0	0	359	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,737	9,004	3,557	3,382	3,737	5,003	2,913	2,123	1	DDoS
1,528,103,029,335	1,528,103,047,123	192.168.100.148	57,236	192.168.100.3	80	6	7	724	6	710	4	31	30	27	17,787	17,787	8,740	64	64	546	52	52	546	0.039917	0.040704	0	0	325	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,004	3,557	3,382	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,335	1,528,103,047,123	192.168.100.148	57,238	192.168.100.3	80	6	7	636	6	710	4	31	30	27	17,787	17,787	8,744	64	64	546	52	52	546	0.039917	0.035756	0	0	286	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,740	9,000	3,557	3,381	3,740	5,003	2,914	2,124	1	DDoS
1,528,103,029,335	1,528,103,047,123	192.168.100.148	57,240	192.168.100.3	80	6	7	729	6	710	4	31	30	27	17,787	17,787	8,740	64	64	546	52	52	546	0.039917	0.040985	0	0	327	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,004	3,557	3,382	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,335	1,528,103,047,123	192.168.100.148	57,242	192.168.100.3	80	6	7	660	6	710	4	31	30	27	17,787	17,787	8,740	64	64	546	52	52	546	0.039917	0.037106	0	0	296	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,004	3,557	3,382	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,336	1,528,103,047,123	192.168.100.148	57,244	192.168.100.3	80	6	7	711	6	710	4	31	30	27	17,787	17,787	8,739	64	64	546	52	52	546	0.039917	0.039973	0	0	319	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,005	3,557	3,383	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,336	1,528,103,047,123	192.168.100.148	57,246	192.168.100.3	80	6	7	598	6	710	4	31	30	27	17,786	17,786	8,739	64	64	546	52	52	546	0.039919	0.033622	0	0	268	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,005	3,557	3,383	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,336	1,528,103,047,123	192.168.100.148	57,248	192.168.100.3	80	6	7	684	6	710	4	31	30	27	17,786	17,786	8,743	64	64	546	52	52	546	0.039919	0.038457	0	0	307	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,001	3,557	3,382	3,738	5,004	2,914	2,124	1	DDoS
1,528,103,029,337	1,528,103,047,123	192.168.100.148	57,250	192.168.100.3	80	6	7	801	6	710	4	31	30	27	17,786	17,786	8,743	64	64	546	52	52	546	0.039919	0.045035	0	0	360	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,738	9,001	3,557	3,382	3,738	5,004	2,914	2,124	1	DDoS
1,528,103,029,337	1,528,103,047,123	192.168.100.148	57,252	192.168.100.3	80	6	7	758	6	710	4	31	30	27	17,785	17,785	8,742	64	64	546	52	52	546	0.039921	0.04262	0	0	340	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,001	3,557	3,382	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,337	1,528,103,047,123	192.168.100.148	57,254	192.168.100.3	80	6	7	800	6	710	4	31	30	27	17,785	17,785	8,742	64	64	546	52	52	546	0.039921	0.044982	0	0	359	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,737	9,001	3,556	3,382	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,337	1,528,103,047,123	192.168.100.148	57,256	192.168.100.3	80	6	7	653	6	710	4	31	30	27	17,785	17,785	8,742	64	64	546	52	52	546	0.039921	0.036716	0	0	293	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,737	9,001	3,556	3,382	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,338	1,528,103,047,123	192.168.100.148	57,258	192.168.100.3	80	6	7	939	6	710	4	31	30	27	17,785	17,785	8,741	64	64	671	52	52	671	0.039921	0.052797	0	0	422	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,737	9,001	3,556	3,382	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,338	1,528,103,047,123	192.168.100.148	57,260	192.168.100.3	80	6	7	680	6	710	4	31	30	27	17,784	17,784	8,741	64	64	546	52	52	546	0.039924	0.038237	0	0	305	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,737	9,001	3,556	3,381	3,737	5,003	2,913	2,123	1	DDoS
1,528,103,029,338	1,528,103,047,123	192.168.100.148	57,262	192.168.100.3	80	6	7	769	6	710	4	31	30	27	17,784	17,784	8,741	64	64	546	52	52	546	0.039924	0.043241	0	0	345	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,737	9,001	3,556	3,382	3,737	5,003	2,913	2,123	1	DDoS
1,528,103,029,339	1,528,103,047,123	192.168.100.148	57,264	192.168.100.3	80	6	7	699	6	710	4	31	30	27	17,784	17,784	8,741	64	64	546	52	52	546	0.039924	0.039305	0	0	314	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,739	9,001	3,556	3,381	3,739	5,001	2,913	2,123	1	DDoS
1,528,103,029,339	1,528,103,047,123	192.168.100.148	57,266	192.168.100.3	80	6	7	937	6	710	4	31	30	27	17,783	17,783	8,740	64	64	669	52	52	669	0.039926	0.052691	0	0	421	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,738	9,001	3,556	3,381	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,339	1,528,103,047,123	192.168.100.148	57,268	192.168.100.3	80	6	7	798	6	710	4	31	30	27	17,783	17,783	8,740	64	64	546	52	52	546	0.039926	0.044874	0	0	358	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,738	9,001	3,556	3,381	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,340	1,528,103,047,123	192.168.100.148	57,270	192.168.100.3	80	6	7	774	6	710	4	31	30	27	17,783	17,783	8,740	64	64	546	52	52	546	0.039926	0.043525	0	0	348	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	9,001	3,556	3,381	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,340	1,528,103,047,123	192.168.100.148	57,272	192.168.100.3	80	6	7	785	6	710	4	31	30	27	17,783	17,783	8,739	64	64	546	52	52	546	0.039926	0.044143	0	0	353	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,738	9,001	3,556	3,381	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,340	1,528,103,047,123	192.168.100.148	57,274	192.168.100.3	80	6	7	722	6	710	4	31	30	27	17,782	17,782	8,743	64	64	546	52	52	546	0.039928	0.040603	0	0	324	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	8,997	3,556	3,380	3,738	5,005	2,914	2,124	1	DDoS
1,528,103,029,341	1,528,103,047,123	192.168.100.148	57,276	192.168.100.3	80	6	7	821	6	710	4	31	30	27	17,782	17,782	8,742	64	64	553	52	52	553	0.039928	0.04617	0	0	369	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,738	8,997	3,556	3,380	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,341	1,528,103,047,123	192.168.100.148	57,278	192.168.100.3	80	6	7	637	6	710	4	31	30	27	17,782	17,782	8,742	64	64	546	52	52	546	0.039928	0.035823	0	0	286	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,737	8,997	3,556	3,380	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,341	1,528,103,047,123	192.168.100.148	57,280	192.168.100.3	80	6	7	881	6	710	4	31	30	27	17,781	17,781	8,742	64	64	613	52	52	613	0.03993	0.049547	0	0	396	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,737	8,997	3,556	3,380	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,342	1,528,103,047,123	192.168.100.148	57,282	192.168.100.3	80	6	7	733	6	710	4	31	30	27	17,781	17,781	8,742	64	64	546	52	52	546	0.03993	0.041224	0	0	329	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,737	8,997	3,556	3,380	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,342	1,528,103,047,123	192.168.100.148	57,284	192.168.100.3	80	6	7	757	6	710	4	31	30	27	17,781	17,781	8,741	64	64	546	52	52	546	0.03993	0.042574	0	0	340	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,737	8,997	3,556	3,380	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,342	1,528,103,047,123	192.168.100.148	57,286	192.168.100.3	80	6	7	701	6	710	4	31	30	27	17,781	17,781	8,741	64	64	546	52	52	546	0.03993	0.039424	0	0	315	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,739	8,997	3,556	3,380	3,739	5,001	2,913	2,123	1	DDoS
1,528,103,029,342	1,528,103,047,123	192.168.100.148	57,288	192.168.100.3	80	6	7	737	6	710	4	31	30	27	17,780	17,780	8,741	64	64	546	52	52	546	0.039933	0.041451	0	0	331	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,739	8,997	3,555	3,380	3,739	5,001	2,913	2,123	1	DDoS
1,528,103,029,343	1,528,103,047,123	192.168.100.148	57,290	192.168.100.3	80	6	7	822	6	710	4	31	30	27	17,780	17,780	8,740	64	64	554	52	52	554	0.039933	0.046232	0	0	369	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,739	8,997	3,555	3,380	3,739	5,001	2,913	2,123	1	DDoS
1,528,103,029,343	1,528,103,047,123	192.168.100.148	57,292	192.168.100.3	80	6	7	939	6	710	4	31	30	27	17,779	17,779	8,740	64	64	671	52	52	671	0.039935	0.052815	0	0	422	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,738	8,997	3,555	3,380	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,343	1,528,103,047,123	192.168.100.148	57,294	192.168.100.3	80	6	7	688	6	710	4	31	30	27	17,779	17,779	8,740	64	64	546	52	52	546	0.039935	0.038697	0	0	309	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	8,997	3,555	3,380	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,344	1,528,103,047,123	192.168.100.148	57,296	192.168.100.3	80	6	7	787	6	710	4	31	30	27	17,779	17,779	8,739	64	64	546	52	52	546	0.039935	0.044266	0	0	354	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,738	8,997	3,555	3,380	3,738	5,001	2,913	2,123	1	DDoS
1,528,103,029,344	1,528,103,047,123	192.168.100.148	57,298	192.168.100.3	80	6	7	739	6	710	4	31	30	27	17,779	17,779	8,743	64	64	546	52	52	546	0.039935	0.041566	0	0	332	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	8,993	3,555	3,379	3,738	5,005	2,914	2,124	1	DDoS
1,528,103,029,344	1,528,103,047,123	192.168.100.148	57,300	192.168.100.3	80	6	7	640	6	710	4	31	30	27	17,778	17,778	8,743	64	64	546	52	52	546	0.039937	0.036	0	0	287	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	8,993	3,555	3,379	3,738	5,004	2,914	2,124	1	DDoS
1,528,103,029,345	1,528,103,047,123	192.168.100.148	57,302	192.168.100.3	80	6	7	728	6	710	4	31	30	27	17,778	17,778	8,743	64	64	546	52	52	546	0.039937	0.040949	0	0	327	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	8,993	3,555	3,379	3,738	5,004	2,914	2,124	1	DDoS
1,528,103,029,345	1,528,103,047,123	192.168.100.148	57,304	192.168.100.3	80	6	7	885	6	710	4	31	30	27	17,778	17,778	8,742	64	64	617	52	52	617	0.039937	0.049781	0	0	398	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,738	8,993	3,555	3,379	3,738	5,004	2,914	2,124	1	DDoS
1,528,103,029,345	1,528,103,047,123	192.168.100.148	57,306	192.168.100.3	80	6	7	749	6	710	4	31	30	27	17,778	17,778	8,742	64	64	546	52	52	546	0.039937	0.042131	0	0	337	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,737	8,993	3,555	3,379	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,346	1,528,103,047,123	192.168.100.148	57,308	192.168.100.3	80	6	7	813	6	710	4	31	30	27	17,777	17,777	8,741	64	64	546	52	52	546	0.039939	0.045733	0	0	365	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,740	8,993	3,555	3,379	3,739	5,001	2,913	2,123	1	DDoS
1,528,103,029,346	1,528,103,047,123	192.168.100.148	57,310	192.168.100.3	80	6	7	806	6	710	4	31	30	27	17,777	17,777	8,741	64	64	546	52	52	546	0.039939	0.045339	0	0	362	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,739	8,993	3,555	3,379	3,739	5,001	2,913	2,123	1	DDoS
1,528,103,029,346	1,528,103,047,123	192.168.100.148	57,312	192.168.100.3	80	6	7	800	6	710	4	31	30	27	17,777	17,777	8,741	64	64	546	52	52	546	0.039939	0.045002	0	0	359	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,739	8,993	3,555	3,379	3,739	5,001	2,913	2,123	1	DDoS
1,528,103,029,347	1,528,103,047,123	192.168.100.148	57,314	192.168.100.3	80	6	7	845	6	710	4	31	30	27	17,776	17,776	8,740	64	64	577	52	52	577	0.039941	0.047536	0	0	380	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,739	8,993	3,555	3,379	3,739	5,001	2,913	2,123	1	DDoS
1,528,103,029,347	1,528,103,047,123	192.168.100.148	57,316	192.168.100.3	80	6	7	853	6	710	4	31	30	27	17,776	17,776	8,740	64	64	585	52	52	585	0.039941	0.047986	0	0	383	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,739	8,993	3,555	3,379	3,739	5,001	2,913	2,123	1	DDoS
1,528,103,029,347	1,528,103,047,123	192.168.100.148	57,318	192.168.100.3	80	6	7	648	6	710	4	31	30	27	17,776	17,776	8,740	64	64	546	52	52	546	0.039941	0.036454	0	0	291	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,739	8,993	3,555	3,379	3,739	5,001	2,913	2,123	1	DDoS
1,528,103,029,348	1,528,103,047,123	192.168.100.148	57,320	192.168.100.3	80	6	7	831	6	710	4	31	30	27	17,775	17,775	8,743	64	64	563	52	52	563	0.039944	0.046751	0	0	373	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,738	8,989	3,554	3,378	3,738	5,004	2,914	2,124	1	DDoS
1,528,103,029,348	1,528,103,047,123	192.168.100.148	57,322	192.168.100.3	80	6	7	650	6	710	4	31	30	27	17,775	17,775	8,743	64	64	546	52	52	546	0.039944	0.036568	0	0	292	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	8,989	3,554	3,378	3,738	5,004	2,914	2,124	1	DDoS
1,528,103,029,348	1,528,103,047,123	192.168.100.148	57,324	192.168.100.3	80	6	7	743	6	710	4	31	30	27	17,775	17,775	8,743	64	64	546	52	52	546	0.039944	0.0418	0	0	334	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	8,989	3,554	3,378	3,738	5,004	2,914	2,124	1	DDoS
1,528,103,029,348	1,528,103,047,123	192.168.100.148	57,326	192.168.100.3	80	6	7	773	6	710	4	31	30	27	17,775	17,775	8,743	64	64	546	52	52	546	0.039944	0.043488	0	0	347	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,738	8,989	3,554	3,378	3,738	5,004	2,914	2,124	1	DDoS
1,528,103,029,349	1,528,103,047,123	192.168.100.148	57,328	192.168.100.3	80	6	7	898	6	710	4	31	30	27	17,774	17,774	8,742	64	64	630	52	52	630	0.039946	0.050523	0	0	404	319	8	0	0	2	0	29,200	28,960	0	0	0	0	0	3,737	8,989	3,554	3,378	3,737	5,004	2,913	2,124	1	DDoS
1,528,103,029,349	1,528,103,047,123	192.168.100.148	57,330	192.168.100.3	80	6	7	620	6	710	4	31	30	27	17,774	17,774	8,743	64	64	546	52	52	546	0.039946	0.034882	0	0	279	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,740	8,989	3,554	3,378	3,740	5,002	2,914	2,123	1	DDoS
1,528,103,029,350	1,528,103,047,124	192.168.100.148	57,332	192.168.100.3	80	6	7	749	6	710	4	31	30	27	17,773	17,773	8,743	64	64	546	52	52	546	0.039948	0.042143	0	0	337	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	3,739	8,989	3,554	3,377	3,739	5,002	2,913	2,123	1	DDoS
1,528,103,029,350	1,528,103,047,124	192.168.100.148	57,334	192.168.100.3	80	6	7	665	6	710	4	31	30	27	17,773	17,773	8,739	64	64	546	52	52	546	0.039948	0.037416	0	0	299	319	8	0	1	1	0	29,200	28,960	0	0	0	0	0	0	8,989	3,554	3,377	3,736	5,002	2,912	2,123	1	DDoS
1,528,104,433,457	1,528,104,433,602	192.168.100.3	17,774	216.239.36.10	53	17	5.239	84	1	89	1	0	0	0	144	0	0	0	0	89	84	84	89	0.618056	0.583333	0	0	4,634	4,910	2	0	0	0	0	0	0	0	0	42,610	1	300	0	0	0	0	0	0	0	0	0	Benign
1,528,104,433,603	1,528,104,433,618	192.168.100.3	46,560	199.7.83.42	53	17	5	56	1	1,317	1	0	0	0	14	0	0	0	0	1,317	56	56	1,317	94.071429	4	0	0	29,866	702,400	1	0	0	0	1	0	0	0	0	51,868	2	0	0	0	0	0	0	0	0	0	0	Benign
1,528,104,433,603	1,528,104,433,618	192.168.100.3	39,101	199.7.83.42	53	17	5.239	71	1	1,202	1	0	0	0	15	0	0	0	0	1,202	71	71	1,202	80.133333	4.733333	0	0	35,500	601,000	1	0	0	0	1	0	0	0	0	49,059	43	0	0	0	0	0	0	0	0	0	0	Benign
1,528,104,433,619	1,528,104,433,630	192.168.100.3	4,922	192.33.14.30	53	17	5.239	71	1	792	1	0	0	0	10	0	0	0	0	792	71	71	792	79.2	7.1	0	0	51,636	576,000	1	0	0	1	0	0	0	0	0	4,826	43	86,400	0	0	0	0	0	0	0	0	0	Benign
1,528,105,324,470	1,528,105,324,470	192.168.100.6	138	192.168.100.255	138	17	10.16	229	1	0	0	0	0	0	0	0	0	0	0	229	229	0	229	null	null	0	0	1,832,000	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	Benign
1,528,105,268,006	1,528,105,388,997	192.168.100.46	3,456	192.168.100.5	80	17	0	9,060,002	9,678	9,498,845	9,678	0	0	0	120,990	120,990	120,990	127	127	1,500	422	422	1,500	78.50934	74.882238	0	0	599,052	628,069	0	0	1,814	8,954	8,588	0	0	0	0	0	0	0	1	27	12	1	1	28	12	2	0	Benign
1,528,105,268,006	1,528,105,388,997	192.168.100.55	8,080	192.168.100.3	80	6	7	9,598,420	9,678	8,993,453	9,678	0	0	0	120,990	120,990	120,990	127	127	1,496	422	422	1,496	74.332201	79.332342	0	0	634,653	594,652	0	0	484	9,920	8,952	1,024	1,024	0	0	0	0	0	1	28	12	2	5	25	12	1	0	Benign
1,528,105,268,006	1,528,105,388,997	192.168.100.46	80	192.168.100.5	80	17	0	9,149,693	9,678	0	0	0	0	0	120,990	120,990	0	127	127	1,483	444	0	1,483	0	75.623547	0	0	604,983	0	0	0	847	5,202	3,629	0	0	0	0	0	0	0	1	28	12	2	0	0	0	0	0	Benign
1,528,105,268,006	1,528,105,388,997	192.168.100.6	80	192.168.100.3	80	6	7	921,294	3,267	0	0	0	0	0	120,990	120,990	0	127	127	282	282	0	282	0	7.614629	921,012	3,266	60,916	0	0	0	3,267	0	0	1,024	0	46,094	180	0	0	0	13	53	36	4	0	0	0	0	0	Benign
1,528,105,268,006	1,528,105,388,997	192.168.100.46	80	192.168.100.5	80	6	7	8,923,806	9,678	0	0	0	0	0	120,990	120,990	0	127	127	1,498	427	0	1,498	0	73.756558	0	0	590,047	0	0	0	1,573	4,596	3,509	1,024	0	0	0	0	0	0	1	28	12	2	0	0	0	0	0	Benign
1,528,105,268,018	1,528,105,388,984	192.168.100.5	0	192.168.100.3	0	6	0	4,045,964	5,806	0	0	0	0	0	120,966	120,966	0	127	127	1,472	99	0	1,472	0	33.447117	0	0	267,574	0	242	604	1,089	2,540	1,331	1,024	0	0	0	0	0	0	6	30	20	5	0	0	0	0	0	Benign
1,528,105,268,018	1,528,105,388,997	192.168.100.7	365	192.168.100.3	565	17	0	239,292	5,202	0	0	0	0	0	120,978	120,978	0	127	127	46	46	0	46	0	1.977979	0	0	15,823	0	5,202	0	0	0	0	0	0	0	0	0	0	0	1	31	22	4	0	0	0	0	0	Benign
1,528,105,273,071	1,528,105,393,128	192.168.100.3	41,307	52.64.239.193	8,883	6	91	38,451	46	2,392	46	24	24	16	120,056	120,050	120,050	64	64	1,268	52	52	1,268	0.019924	0.320276	0	0	2,562	159	46	0	21	1	24	282	422	0	0	0	0	0	6	5,001	2,667	1,497	5	5,001	2,667	1,497	0	Benign
1,528,105,389,009	1,528,105,509,998	192.168.100.46	3,456	192.168.100.5	80	17	0	9,059,978	9,678	9,498,836	9,678	0	0	0	120,989	120,989	120,989	127	127	1,500	422	422	1,500	78.509914	74.882659	0	0	599,056	628,074	0	0	1,814	8,953	8,589	0	0	0	0	0	0	0	2	28	12	1	0	28	12	2	0	Benign
1,528,105,389,009	1,528,105,509,998	192.168.100.55	8,080	192.168.100.3	80	6	7	9,599,176	9,678	8,993,235	9,678	0	0	0	120,989	120,989	120,989	127	127	1,496	422	422	1,496	74.331014	79.339246	0	0	634,708	594,643	0	0	484	9,920	8,952	1,024	1,024	0	0	0	0	0	0	28	12	2	5	24	12	1	0	Benign
1,528,105,389,009	1,528,105,509,998	192.168.100.46	80	192.168.100.5	80	17	0	9,149,213	9,678	0	0	0	0	0	120,989	120,989	0	127	127	1,483	444	0	1,483	0	75.620205	0	0	604,956	0	0	0	847	5,203	3,628	0	0	0	0	0	0	0	0	28	12	2	0	0	0	0	0	Benign
1,528,105,389,009	1,528,105,509,998	192.168.100.46	80	192.168.100.5	80	6	7	8,924,016	9,678	0	0	0	0	0	120,989	120,989	0	127	127	1,498	427	0	1,498	0	73.758904	0	0	590,066	0	0	0	1,572	4,598	3,508	1,024	0	0	0	0	0	0	0	28	12	2	0	0	0	0	0	Benign
1,528,105,389,009	1,528,105,509,986	192.168.100.5	0	192.168.100.3	0	6	0	4,046,632	5,807	0	0	0	0	0	120,976	120,976	0	127	127	1,472	99	0	1,472	0	33.449874	0	0	267,596	0	242	605	1,088	2,541	1,331	1,024	0	0	0	0	0	0	6	30	20	5	0	0	0	0	0	Benign
1,528,105,389,022	1,528,105,509,986	192.168.100.7	365	192.168.100.3	565	17	0	239,246	5,201	0	0	0	0	0	120,964	120,964	0	127	127	46	46	0	46	0	1.977828	0	0	15,822	0	5,201	0	0	0	0	0	0	0	0	0	0	0	1	30	22	4	0	0	0	0	0	Benign
1,528,105,389,034	1,528,105,509,986	192.168.100.6	80	192.168.100.3	80	6	7	921,012	3,266	0	0	0	0	0	120,951	120,951	0	127	127	282	282	0	282	0	7.614753	920,730	3,265	60,917	0	0	0	3,266	0	0	1,024	0	39,438	154	0	0	0	13	54	36	4	0	0	0	0	0	Benign
1,528,105,396,113	1,528,105,515,386	192.168.100.3	41,307	52.64.239.193	8,883	6	91	37,581	52	2,704	52	24	24	16	119,272	119,267	119,267	64	64	1,267	52	52	1,267	0.022671	0.315087	0	0	2,520	181	52	0	28	8	16	282	422	0	0	0	0	0	5	5,001	2,337	1,913	5	5,001	2,338	1,913	0	Benign
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,932	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,934	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,936	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,938	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,940	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,942	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,946	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,944	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,950	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,948	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS
1,528,103,789,263	1,528,103,789,263	192.168.100.149	50,952	192.168.100.7	80	6	7	52	1	0	0	20	20	0	0	0	0	0	0	52	52	0	52	null	null	0	0	416,000	0	1	0	0	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	DDoS

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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