Datasets:

Nora9029
/

NF-ToN-IoT-v2

IPV4_SRC_ADDR stringlengths 7 15	L4_SRC_PORT int64 0 65.5k	IPV4_DST_ADDR stringlengths 7 15	L4_DST_PORT int64 0 65.5k	PROTOCOL int64 1 58	L7_PROTO float64 0 248	IN_BYTES int64 4 291M	IN_PKTS int64 1 451k	OUT_BYTES int64 0 164M	OUT_PKTS int64 0 411k	TCP_FLAGS int64 0 223	CLIENT_TCP_FLAGS int64 0 223	SERVER_TCP_FLAGS int64 0 223	FLOW_DURATION_MILLISECONDS int64 0 4.29M	DURATION_IN int64 0 119k	DURATION_OUT int64 0 119k	MIN_TTL int64 0 255	MAX_TTL int64 0 255	LONGEST_FLOW_PKT int64 28 65.5k	SHORTEST_FLOW_PKT int64 28 3.99k	MIN_IP_PKT_LEN int64 0 597	MAX_IP_PKT_LEN int64 28 65.5k	SRC_TO_DST_SECOND_BYTES float64 0 55,268,930,123,182,900,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000B	DST_TO_SRC_SECOND_BYTES float64 0 187,216,383,510,444,920,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000B	RETRANSMITTED_OUT_BYTES int64 0 7.24M	RETRANSMITTED_OUT_PKTS int64 0 5.08k	SRC_TO_DST_AVG_THROUGHPUT int64 0 4.28B	DST_TO_SRC_AVG_THROUGHPUT int64 0 4.28B	NUM_PKTS_UP_TO_128_BYTES int64 0 463k	NUM_PKTS_128_TO_256_BYTES int64 0 73.5k	NUM_PKTS_256_TO_512_BYTES int64 0 47.7k	NUM_PKTS_512_TO_1024_BYTES int64 0 25.5k	NUM_PKTS_1024_TO_1514_BYTES int64 0 194k	TCP_WIN_MAX_IN int64 0 65.5k	TCP_WIN_MAX_OUT int64 0 65.5k	DNS_QUERY_ID int64 0 65.5k	DNS_QUERY_TYPE int64 0 255	DNS_TTL_ANSWER int64 0 6.05M	FTP_COMMAND_RET_CODE int64 0 553	Label int64 0 1	Attack stringclasses 10 values
192.168.1.32	46,696	192.168.1.180	17,288	6	0	48	1	0	0	2	2	0	0	0	0	0	0	48	48	0	48	48	0	0	0	384,000	0	1	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.30	56,607	192.168.1.194	15,632	6	0	48	1	40	1	22	2	20	0	0	0	0	0	48	40	40	48	48	40	0	0	384,000	320,000	2	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.31	42,103	192.168.1.190	2,004	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.32	52,898	192.168.1.195	52,878	6	0	48	1	0	0	2	2	0	0	0	0	0	0	48	48	0	48	48	0	0	0	384,000	0	1	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.38	59,700	192.168.1.194	80	6	7	268	5	240	4	18	18	18	4,294,951	16	16	64	64	60	52	52	60	268	240	0	0	120,000	112,000	9	0	0	0	0	29,200	5,792	0	0	0	0	1	ddos
192.168.1.31	58,996	192.168.1.193	9,618	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.32	46,826	192.168.1.195	15,660	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.32	43,778	192.168.1.190	80	6	7	423	5	484	5	27	27	27	0	0	0	64	64	268	52	52	268	423	484	0	0	3,384,000	3,872,000	8	1	1	0	0	29,200	28,960	0	0	0	0	1	password
192.168.1.35	48,472	192.168.1.1	53	17	0	65	1	65	1	0	0	0	0	0	0	0	0	65	65	65	65	65	65	0	0	520,000	520,000	2	0	0	0	0	0	0	45,711	28	0	0	1	xss
192.168.1.30	52,878	192.168.1.195	648	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.35	33,413	192.168.1.1	53	17	0	68	1	100	1	0	0	0	0	0	0	0	0	100	68	68	100	68	100	0	0	544,000	800,000	2	0	0	0	0	0	0	10,119	1	53	0	1	xss
192.168.1.152	59,701	192.168.1.190	53	17	5.178	93	1	177	1	0	0	0	0	0	0	0	0	177	93	93	177	93	177	0	0	744,000	1,416,000	1	1	0	0	0	0	0	37,119	1	90	0	0	Benign
192.168.1.31	43,026	192.168.1.1	53	17	0	71	1	71	1	0	0	0	0	0	0	0	0	71	71	71	71	71	71	0	0	568,000	568,000	2	0	0	0	0	0	0	29,669	1	0	0	1	dos
192.168.1.30	30,352	192.168.1.190	15,995	6	0	48	1	40	1	22	2	20	0	0	0	0	0	48	40	40	48	48	40	0	0	384,000	320,000	2	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.31	46,232	18.184.104.180	80	6	7	593	5	112	2	27	27	18	0	0	0	64	64	377	52	52	377	593	112	0	0	4,744,000	896,000	6	0	1	0	0	29,200	26,847	0	0	0	0	1	injection
192.168.1.33	53,528	192.168.1.190	80	6	7	487	6	3,359	7	27	27	27	0	0	0	64	64	1,500	52	52	1,500	487	3,359	0	0	3,896,000	26,872,000	9	2	0	0	2	29,200	28,960	0	0	0	0	1	password
192.168.1.30	39,601	192.168.1.195	1,042	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.30	32,589	192.168.1.152	9,490	6	0	48	1	40	1	22	2	20	0	0	0	0	0	48	40	40	48	48	40	0	0	384,000	320,000	2	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.32	55,248	192.168.1.190	49,161	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.39	2,220	192.168.1.193	2,220	6	0	4,000	100	0	0	2	2	0	0	0	0	234	234	40	40	0	40	4,000	0	0	0	32,000,000	0	100	0	0	0	0	1,641	0	0	0	0	0	1	dos
192.168.1.32	57,673	192.168.1.180	10,626	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.34	58,951	192.168.1.180	1,145	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
172.17.0.3	55,503	192.168.1.190	53	17	0	136	2	692	2	0	0	0	0	0	0	64	64	346	68	68	346	136	692	0	0	1,088,000	5,536,000	2	0	2	0	0	0	0	38,841	1	428	0	0	Benign
192.168.1.195	51,585	192.168.1.79	9,197	6	7	344	5	3,913	7	27	27	27	0	0	0	128	128	1,500	40	40	1,500	344	3,913	0	0	2,752,000	31,304,000	8	1	0	1	2	64,240	29,200	0	0	0	0	0	Benign
192.168.1.30	43,108	192.168.1.169	1,126	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.32	43,880	192.168.1.49	6,002	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.32	47,674	192.168.1.152	5,269	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.37	38,227	192.168.1.193	445	6	41	804	10	578	8	31	27	30	4,294,952	15	15	64	64	184	40	40	184	804	578	0	0	400,000	288,000	15	3	0	0	0	29,200	8,192	0	0	0	0	0	Benign
192.168.1.30	48,152	176.28.50.165	21	6	1	4	1	84	1	24	24	0	0	0	0	64	64	105	52	52	105	690	617	0	0	3,672,000	3,656,000	20	0	0	0	0	0	46	0	0	0	331	1	password
192.168.1.180	44,886	192.168.1.190	53	17	0	69	1	117	1	0	0	0	0	0	0	0	0	117	69	69	117	69	117	0	0	552,000	936,000	2	0	0	0	0	0	0	26,353	1	604,800	0	0	Benign
192.168.1.32	55,000	192.168.1.194	2,160	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.39	58,452	192.168.1.152	80	6	7	4,190	13	2,527	10	27	27	27	4,293,971	996	996	64	64	1,500	52	52	1,500	5,523,638	7,511,776	1,612	2	16,520,000	9,864,000	17	0	2	1	3	29,200	28,960	0	0	0	0	1	xss
192.168.1.31	59,425	192.168.1.152	514	6	17	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	1	scanning
192.168.1.36	58,072	192.168.1.195	80	6	7	633	6	1,494	5	27	27	27	0	0	0	64	64	923	40	40	923	633	1,494	0	0	5,064,000	11,952,000	8	0	2	1	0	29,200	65,535	0	0	0	0	1	xss
192.168.1.31	57,545	192.168.1.195	8,800	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.33	54,466	192.168.1.152	80	6	7	779	6	3,812	7	27	27	27	0	0	0	64	64	1,500	52	52	1,500	779	3,812	0	0	6,232,000	30,496,000	9	0	1	1	2	29,200	28,960	0	0	0	0	1	injection
192.168.1.35	55,070	192.168.1.190	80	6	7	585	5	687	3	27	27	26	0	0	0	64	64	575	52	52	575	585	687	0	0	4,680,000	5,496,000	6	0	1	1	0	29,200	28,960	0	0	0	0	1	xss
192.168.1.31	52,952	192.168.1.190	80	6	7	224	4	120	2	18	18	18	4,294,436	531	531	64	64	60	52	52	60	112,112	6,060	0	0	656,000	480,000	6	0	0	0	0	29,200	28,960	0	0	0	0	1	password
192.168.1.31	55,418	192.168.1.195	1,782	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.34	41,665	192.168.1.190	4,006	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.30	51,950	192.168.1.184	443	6	91	276	5	120	2	18	18	18	4,294,654	313	282	64	64	60	52	52	60	276	120	0	0	0	0	7	0	0	0	0	29,200	28,960	0	0	0	0	1	ddos
192.168.1.39	52,174	192.168.1.195	80	6	7	630	6	733	4	27	27	27	0	0	0	64	64	601	40	40	601	630	733	0	0	5,040,000	5,864,000	8	0	1	1	0	29,200	65,535	0	0	0	0	1	xss
192.168.1.32	58,546	192.168.1.195	80	6	7	526	10	2,393	9	27	27	27	4,294,796	171	171	64	64	1,500	40	40	1,500	526	2,393	0	0	24,000	104,000	17	0	0	1	1	29,200	65,535	0	0	0	0	1	password
192.168.1.39	46,108	52.28.231.150	80	6	7.178	1,897	7	1,244	4	27	27	27	0	0	0	64	64	1,500	52	52	1,500	1,897	1,244	0	0	15,176,000	9,952,000	8	1	0	0	2	29,200	26,847	0	0	0	0	1	xss
192.168.1.34	40,639	192.168.1.79	4,998	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.30	37,566	192.168.1.184	443	6	0	974	10	5,120	17	27	26	27	4,294,733	234	188	64	64	1,406	52	52	1,406	810,164	506,060	2,961	9	152,000	368,000	13	3	10	0	1	29,200	28,960	0	0	0	0	1	ddos
192.168.1.32	32,802	192.168.1.195	80	6	7	626	12	2,405	9	31	31	27	4,294,530	437	437	64	64	1,500	40	40	1,500	346,280	2,261,144	0	0	24,000	18,088,000	19	0	0	1	1	29,200	65,535	0	0	0	0	1	password
192.168.1.32	35,414	192.168.1.194	44,908	6	0	48	1	0	0	2	2	0	0	0	0	0	0	48	48	0	48	48	0	0	0	384,000	0	1	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.32	41,047	192.168.1.195	1,698	6	0	48	1	0	0	2	2	0	0	0	0	0	0	48	48	0	48	48	0	0	0	384,000	0	1	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.32	2,416	192.168.1.190	54,180	6	0	48	1	0	0	2	2	0	0	0	0	0	0	48	48	0	48	48	0	0	0	384,000	0	1	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.32	43,606	192.168.1.195	80	6	7	481	6	2,142	6	27	27	27	0	0	0	64	64	1,500	40	40	1,500	481	2,142	0	0	3,848,000	17,136,000	9	0	2	0	1	29,200	65,535	0	0	0	0	1	password
131.150.40.90	23,141	192.168.1.190	80	6	7	40	1	0	0	2	2	0	0	0	0	0	0	40	40	0	40	40	0	0	0	320,000	0	1	0	0	0	0	49,304	0	0	0	0	0	0	Benign
192.168.1.32	56,394	192.168.1.195	24,954	6	0	48	1	0	0	2	2	0	0	0	0	0	0	48	48	0	48	48	0	0	0	384,000	0	1	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.31	57,975	192.168.1.193	7,019	6	0	44	1	40	1	22	2	20	4,294,952	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	1	scanning
192.168.1.39	45,466	192.168.1.1	53	17	0	65	1	65	1	0	0	0	0	0	0	0	0	65	65	65	65	65	65	0	0	520,000	520,000	2	0	0	0	0	0	0	31,284	28	0	0	1	xss
192.168.1.31	39,790	192.168.35.138	443	6	91	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	1	scanning
192.168.1.31	15,178	192.168.1.133	2,163	6	0	48	1	40	1	22	2	20	0	0	0	0	0	48	40	40	48	48	40	0	0	384,000	320,000	2	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.32	52,826	192.168.1.152	80	6	7	646	5	751	5	27	27	27	0	0	0	64	64	535	52	52	535	646	751	0	0	5,168,000	6,008,000	8	0	1	1	0	29,200	28,960	0	0	0	0	1	xss
192.168.1.31	47,604	192.168.1.184	443	6	91	276	5	172	3	19	18	19	4,294,545	422	422	64	64	60	52	52	60	276	172	0	0	0	0	8	0	0	0	0	29,200	28,960	0	0	0	0	1	ddos
192.168.1.31	63,888	192.168.1.46	70	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.32	59,577	192.168.1.180	29,676	6	0	48	1	0	0	2	2	0	0	0	0	0	0	48	48	0	48	48	0	0	0	384,000	0	1	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.30	55,476	192.168.1.184	443	6	91	276	5	224	4	19	18	19	4,294,686	235	281	64	64	60	52	52	60	276	224	0	0	8,000	0	9	0	0	0	0	29,200	28,960	0	0	0	0	1	ddos
192.168.1.35	34,560	192.168.1.1	53	17	0	68	1	100	1	0	0	0	0	0	0	0	0	100	68	68	100	68	100	0	0	544,000	800,000	2	0	0	0	0	0	0	40,724	1	48	0	1	xss
192.168.1.30	49,406	192.168.1.184	443	6	91	172	3	172	3	19	18	19	4,294,639	328	328	64	64	60	52	52	60	172	172	0	0	0	0	6	0	0	0	0	29,200	28,960	0	0	0	0	1	ddos
192.168.1.152	80	192.168.1.32	36,394	6	7	1,482	1	52	1	24	24	16	0	0	0	0	0	1,482	52	52	1,482	1,482	52	0	0	11,856,000	416,000	1	0	0	0	1	273	251	0	0	0	0	0	Benign
192.168.1.34	42,460	192.168.1.180	900	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.32	5,912	192.168.1.180	11,019	6	0	48	1	0	0	2	2	0	0	0	0	0	0	48	48	0	48	48	0	0	0	384,000	0	1	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.31	40,186	192.168.1.194	80	6	7	216	4	180	3	18	18	18	4,294,951	16	16	64	64	60	52	52	60	216	180	0	0	96,000	80,000	7	0	0	0	0	29,200	5,792	0	0	0	0	1	ddos
192.168.1.184	443	192.168.1.30	57,198	6	91	112	2	164	3	19	19	18	4,294,638	329	329	64	64	60	52	52	60	112	164	0	0	0	0	5	0	0	0	0	28,960	29,200	0	0	0	0	0	Benign
192.168.1.31	37,344	192.168.1.194	80	6	7	268	5	240	4	18	18	18	4,294,936	31	31	64	64	60	52	52	60	268	240	0	0	64,000	56,000	9	0	0	0	0	29,200	5,792	0	0	0	0	1	ddos
192.168.1.31	39,488	192.168.1.169	6,566	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.31	39,488	192.168.1.180	765	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.152	80	192.168.1.38	50,162	6	7	52	1	52	1	17	17	16	0	0	0	0	0	52	52	52	52	52	52	0	0	416,000	416,000	2	0	0	0	0	229	229	0	0	0	0	0	Benign
192.168.1.32	61,647	192.168.1.180	1,097	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.38	54,701	192.168.1.184	443	6	91	276	5	172	3	19	18	19	4,294,764	203	203	64	64	60	52	52	60	276	172	0	0	8,000	0	8	0	0	0	0	29,200	28,960	0	0	0	0	1	ddos
192.168.1.39	57,285	192.168.1.1	53	17	0	68	1	68	1	0	0	0	0	0	0	0	0	68	68	68	68	68	68	0	0	544,000	544,000	2	0	0	0	0	0	0	31,988	28	0	0	1	xss
192.168.1.34	33,549	192.168.1.152	3,301	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.31	52,922	192.168.1.79	3,071	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.30	36,895	192.168.35.229	80	6	7	40	1	0	0	16	16	0	0	0	0	0	0	40	40	0	40	40	0	0	0	320,000	0	1	0	0	0	0	1,024	0	0	0	0	0	1	scanning
192.168.1.39	54,630	52.28.231.150	80	6	7.178	3,801	9	1,949	6	27	27	27	4,294,949	18	2	64	64	1,500	52	52	1,500	3,801	1,949	0	0	1,600,000	5,192,000	10	1	1	0	3	29,200	26,847	0	0	0	0	1	xss
192.168.1.30	43,109	192.168.1.46	5,550	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.31	48,731	192.168.1.195	8,402	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.36	38,693	192.168.1.1	53	17	0	68	1	100	1	0	0	0	0	0	0	0	0	100	68	68	100	68	100	0	0	544,000	800,000	2	0	0	0	0	0	0	14,269	1	16	0	1	xss
192.168.1.190	27,000	192.168.1.32	34,376	6	0	40	1	0	0	20	20	0	0	0	0	0	0	40	40	0	40	40	0	0	0	320,000	0	1	0	0	0	0	0	0	0	0	0	0	1	scanning
192.168.1.32	63,806	192.168.1.169	7,778	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.30	56,260	192.168.1.180	6,571	6	0	48	1	0	0	2	2	0	0	0	0	0	0	48	48	0	48	48	0	0	0	384,000	0	1	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.32	47,282	176.28.50.165	21	6	1	123	3	158	2	24	24	24	0	0	0	64	64	105	52	52	105	811	691	0	0	4,144,000	3,968,000	23	0	0	0	0	229	46	0	0	0	530	1	password
192.168.1.32	44,001	192.168.1.46	1,054	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.34	39,125	192.168.1.195	2,111	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.30	40,276	192.168.1.184	443	6	91	164	3	112	2	19	18	19	4,294,858	109	109	64	64	60	52	52	60	164	112	0	0	8,000	8,000	5	0	0	0	0	29,200	28,960	0	0	0	0	1	ddos
192.168.1.32	50,028	192.168.35.244	443	6	91	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	1	scanning
192.168.1.39	46,978	52.28.231.150	80	6	7.178	637	5	334	5	27	27	27	0	0	0	64	64	421	52	52	421	637	334	0	0	5,096,000	2,672,000	9	0	1	0	0	29,200	26,847	0	0	0	0	1	xss
192.168.1.32	45,860	192.168.1.190	7,625	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.31	54,875	192.168.1.152	5,298	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.32	53,048	192.168.35.191	80	6	7	40	1	0	0	16	16	0	0	0	0	0	0	40	40	0	40	40	0	0	0	320,000	0	1	0	0	0	0	1,024	0	0	0	0	0	1	scanning
192.168.1.39	42,238	192.168.1.190	80	6	7	4,006	6	1,890	4	25	25	25	0	0	0	64	64	1,500	52	52	1,500	4,006	1,890	0	0	32,048,000	15,120,000	5	0	1	1	3	255	284	0	0	0	0	1	xss
192.168.1.32	36,570	192.168.1.180	36,325	6	0	48	1	0	0	2	2	0	0	0	0	0	0	48	48	0	48	48	0	0	0	384,000	0	1	0	0	0	0	4,096	0	0	0	0	0	1	scanning
192.168.1.190	4,220	202.12.27.33	53	17	5.68	64	1	1,195	1	0	0	0	0	0	0	0	0	1,195	64	64	1,195	64	1,195	0	0	512,000	9,560,000	1	0	0	0	1	0	0	23,585	43	172,800	0	0	Benign
192.168.1.31	64,497	192.168.1.186	51,103	6	0	44	1	0	0	2	2	0	0	0	0	0	0	44	44	0	44	44	0	0	0	352,000	0	1	0	0	0	0	1,024	0	0	0	0	0	0	Benign
192.168.1.30	45,726	192.168.1.193	9,001	6	0	44	1	40	1	22	2	20	0	0	0	0	0	44	40	40	44	44	40	0	0	352,000	320,000	2	0	0	0	0	1,024	0	0	0	0	0	0	Benign

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Size of downloaded dataset files:

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Size of the auto-converted Parquet files:

947 MB

Number of rows:

16,940,496