Subset (2)

random_3way · 1.34M rows

Split (3)

train · 1.07M rows

Header_Length float64	Protocol Type int64	Time_To_Live float64	Rate float64	fin_flag_number float64	syn_flag_number float64	rst_flag_number float64	psh_flag_number float64	ack_flag_number float64	ack_count int64	syn_count int64	fin_count int64	rst_count int64	HTTP float64	HTTPS float64	DNS float64	TCP float64	UDP float64	ARP float64	ICMP float64	IPv float64	LLC float64	Tot sum int64	Min int64	Max int64	AVG float64	Std float64	Tot size float64	IAT float64	Number int64	Variance float64	Label large_string	attack_class large_string	label int64
29.6	6	120	81.222785	0.1	0	0	0.2	0.9	9	0	1	0	0.1	0.6	0.1	0.9	0.1	0	0	1	1	801	66	156	80.1	28.815312	80.1	0.014513	10	830.322222	BenignTraffic	Benign	0
11.04	17	67.65	1,173.254861	0	0	0	0.01	0.14	14	0	0	0	0	0.14	0.03	0.14	0.76	0.02	0.08	0.98	0.98	52,468	60	3,645	524.68	443.103036	524.68	0.000852	100	196,340.300606	Mirai-udpplain	Mirai	1
0.08	47	63.36	2,184.738153	0	0	0	0	0	0	0	0	0	0	0	0.01	0	0.01	0.01	0	0.99	0.99	56,778	60	578	567.78	71.907289	567.78	0.000458	100	5,170.658182	Mirai-greip_flood	Mirai	1
1.12	1	64	2,345.978175	0.01	0.01	0	0	0.02	2	1	1	0	0.02	0.01	0.01	0.03	0.01	0	0.96	1	1	90,324	66	1,514	903.24	592.464108	903.24	0.000426	100	351,013.719596	DDoS-ICMP_Fragmentation	DDoS	1
14.4	17	82.8	132.752564	0	0	0	0.1	0.3	3	0	0	0	0	0.3	0.4	0.3	0.6	0	0.1	1	1	1,936	60	367	193.6	137.783405	193.6	0.008404	10	18,984.266667	Recon-PingSweep	Recon	1
20	6	64	5,245.502751	0	0	0.63	0	0.63	63	0	0	63	1	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000191	100	0	DoS-TCP_Flood	DoS	1
28	6	68.9	73.961745	0.1	0.1	0	0.3	0.7	7	1	1	0	0.3	0.1	0.2	0.8	0.2	0	0	1	1	4,050	66	1,239	405	538.988353	405	0.013635	10	290,508.444444	VulnerabilityScan	Recon	1
28.08	6	58.84	718.437708	0.06	0.14	0.18	0.28	0.64	64	14	6	18	0	0.91	0	0.91	0	0.08	0.01	0.92	0.92	8,899	60	234	88.99	51.876796	88.99	0.001392	100	2,691.201919	DDoS-SlowLoris	DDoS	1
8.8	0	57.5	51.408596	0	0	0	0.1	0.2	2	0	0	0	0	0	0.2	0.2	0.3	0.5	0	0.5	0.5	860	60	214	86	47.951364	86	0.019555	10	2,299.333333	Recon-HostDiscovery	Recon	1
17.6	17	56.6	47.294295	0	0	0	0.2	0.4	4	0	0	0	0.3	0.1	0	0.4	0.6	0	0	1	1	736	60	90	73.6	12.911666	73.6	0.025895	10	166.711111	VulnerabilityScan	Recon	1
10	6	63.36	3,340.344841	0	0	0	0	0.5	50	0	0	0	0	0	0	0.5	0	0.01	0	0.99	0.99	94,086	60	1,514	940.86	576.873934	940.86	0.000306	100	332,783.535758	DDoS-ACK_Fragmentation	DDoS	1
29.6	6	118.5	11,946.180575	0	0	0	0.2	0.9	9	0	0	0	0.9	0	0	0.9	0.1	0	0	1	1	10,596	66	2,858	1,059.6	924.591826	1,059.6	0.000084	10	854,870.044444	BenignTraffic	Benign	0
0	1	64	17,870.154659	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000056	100	0	DDoS-ICMP_Flood	DDoS	1
0	47	64	9,902.035035	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	59,200	592	592	592	0	592	0.000103	100	0	Mirai-greeth_flood	Mirai	1
23.6	6	92.9	258.918842	0	0	0	0	1	10	0	0	0	0.7	0.3	0	1	0	0	0	1	1	6,376	54	1,214	637.6	607.594748	637.6	0.00391	10	369,171.377778	DNS_Spoofing	Spoofing	1
32	6	164.8	219.887181	0	0	0	0	1	10	0	0	0	0	1	0	1	0	0	0	1	1	13,692	66	7,306	1,369.2	2,309.750386	1,369.2	0.004911	10	5,334,946.844444	BenignTraffic	Benign	0
25.2	6	125.5	33.940402	0	0.1	0.1	0.1	0.7	7	1	0	1	0.2	0.6	0	0.8	0	0.1	0.1	0.9	0.9	2,859	60	1,494	285.9	482.131483	285.9	0.031519	10	232,450.766667	Uploading_Attack	Web-based	1
20	6	64	54,288.169816	0	1	0	0	0	0	100	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000018	100	0	DDoS-SynonymousIP_Flood	DDoS	1
0.56	47	71	3,719.409762	0	0	0	0	0	0	0	0	0	0	0	0	0	0.07	0.01	0	0.99	0.99	55,497	60	592	554.97	127.426228	554.97	0.00027	100	16,237.443535	Mirai-greeth_flood	Mirai	1
22	6	110.8	66.644909	0.1	0.2	0.2	0.1	0.4	4	2	1	2	0	0.7	0.2	0.7	0.3	0	0	1	1	1,535	60	488	153.5	152.335339	153.5	0.015162	10	23,206.055556	VulnerabilityScan	Recon	1
20.36	6	63.54	21,944.770575	0.01	0	0	0.01	0.03	3	0	1	0	0	0.03	0	1	0	0	0	1	1	6,025	60	73	60.25	1.539874	60.25	0.000046	100	2.371212	DDoS-TCP_Flood	DDoS	1
0	47	64	5,505.997873	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	59,200	592	592	592	0	592	0.000183	100	0	Mirai-greeth_flood	Mirai	1
32	6	231	2,949.99578	0	0	0	0	1	10	0	0	0	0	1	0	1	0	0	0	1	1	660	66	66	66	0	66	0.00041	10	0	BenignTraffic	Benign	0
14.4	6	55.2	233.464362	0	0	0	0.2	0.5	5	0	0	0	0	0.1	0	0.5	0.4	0.1	0	0.9	0.9	662	50	106	66.2	21.508655	66.2	0.004283	10	462.622222	MITM-ArpSpoofing	Spoofing	1
32	6	146.2	94.91523	0	0	0	0.2	1	10	0	0	0	0.1	0.9	0	1	0	0	0	1	1	2,444	66	1,514	244.4	453.021265	244.4	0.010548	10	205,228.266667	Recon-OSScan	Recon	1
25.6	6	64.7	106.316259	0.2	0.1	0	0.1	0.6	6	1	2	0	0.5	0.2	0.2	0.7	0.3	0	0	1	1	1,061	60	441	106.1	117.879835	106.1	0.011301	10	13,895.655556	Recon-PortScan	Recon	1
30.8	6	81.2	400.705435	0	0	0	0.3	1	10	0	0	0	0.1	0.8	0	1	0	0	0	1	1	6,850	66	1,514	685	717.213435	685	0.002802	10	514,395.111111	BenignTraffic	Benign	0
8	17	102.1	63.976669	0	0	0	0	0.1	1	0	0	0	0	0.1	0.1	0.1	0.6	0.1	0.2	0.9	0.9	1,314	60	230	131.4	77.454216	131.4	0.015906	10	5,999.155556	Uploading_Attack	Web-based	1
20	6	73.3	1,512.387409	0	0	0	0.3	0.5	5	0	0	0	0	0.5	0	0.5	0.5	0	0	1	1	10,567	66	1,500	1,056.7	541.552101	1,056.7	0.000829	10	293,278.677778	MITM-ArpSpoofing	Spoofing	1
24.8	6	69	111.796829	0.1	0.1	0	0.1	0.6	6	1	1	0	0.1	0.2	0.2	0.7	0.2	0.1	0	0.9	0.9	1,000	60	214	100	56.426944	100	0.00906	10	3,184	BenignTraffic	Benign	0
7.92	17	63.36	3,167.759769	0	0	0	0	0	0	0	0	0	0	0	0	0	0.99	0.01	0	0.99	0.99	54,906	60	554	549.06	49.4	549.06	0.000317	100	2,440.36	Mirai-udpplain	Mirai	1
0	1	62.08	539.216894	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.03	0.97	0.97	0.97	99,782	60	1,514	997.82	691.716944	997.82	0.001855	100	478,472.330909	DDoS-ICMP_Fragmentation	DDoS	1
27.2	6	110.6	60.686574	0	0	0	0.6	0.9	9	0	0	0	0	0.7	0	0.9	0.1	0	0	1	1	3,009	66	1,514	300.9	439.257821	300.9	0.016533	10	192,947.433333	Uploading_Attack	Web-based	1
16.8	6	149.3	20.129184	0	0	0	0.2	0.5	5	0	0	0	0	0.3	0	0.5	0.4	0.1	0	0.9	0.9	1,737	60	345	173.7	125.437058	173.7	0.056761	10	15,734.455556	BenignTraffic	Benign	0
8	17	64	16,329.144281	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	18,200	182	182	182	0	182	0.000061	100	0	DoS-UDP_Flood	DoS	1
8.04	17	63.14	4,156.603605	0	0	0	0.01	0.01	1	0	0	0	0	0	0	0.01	0.98	0.01	0	0.99	0.99	54,000	60	554	540	80.140155	540	0.000242	100	6,422.444444	Mirai-udpplain	Mirai	1
32	6	57.2	94.84526	0	0	0	0	1	10	0	0	0	0	1	0	1	0	0	0	1	1	9,228	66	1,494	922.8	737.416029	922.8	0.010561	10	543,782.4	CommandInjection	Web-based	1
0	47	63.36	6,940.190287	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0	0.99	0.99	58,668	60	592	586.68	53.2	586.68	0.000144	100	2,830.24	Mirai-greeth_flood	Mirai	1
20	6	64	12,006.022613	0	0.95	0.05	0	0	0	95	0	5	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000084	100	0	DDoS-SYN_Flood	DDoS	1
32	6	137.2	3,367.025769	0	0	0	0.4	1	10	0	0	0	0	1	0	1	0	0	0	1	1	6,396	66	1,500	639.6	740.514416	639.6	0.000399	10	548,361.6	MITM-ArpSpoofing	Spoofing	1
10.72	6	62.72	1,313.112327	0.01	0	0.04	0.01	0.48	48	0	1	4	0	0.01	0.01	0.52	0.01	0.02	0	0.98	0.98	87,237	60	1,514	872.37	600.783119	872.37	0.000765	100	360,940.356667	DDoS-ACK_Fragmentation	DDoS	1
23.6	6	72.4	113.943451	0	0	0	0.2	1	10	0	0	0	0	1	0	1	0	0	0	1	1	20,392	60	8,634	2,039.2	3,156.856833	2,039.2	0.009377	10	9,965,745.066667	Backdoor_Malware	Web-based	1
0.28	1	64.42	559.024377	0	0	0	0.01	0.01	1	0	0	0	0	0	0	0.01	0.01	0.02	0.96	0.98	0.98	99,152	60	1,514	991.52	687.279522	991.52	0.001799	100	472,353.14101	DDoS-ICMP_Fragmentation	DDoS	1
22.4	6	94.5	283.504275	0	0.6	0.4	0	0.4	4	6	0	4	0	0	0	1	0	0	0	1	1	600	60	60	60	0	60	0.003955	10	0	Recon-HostDiscovery	Recon	1
12.8	17	115.2	1,782.913496	0	0	0	0.1	0.2	2	0	0	0	0	0.2	0	0.2	0.8	0	0	1	1	2,966	106	1,500	296.6	440.714117	296.6	0.000688	10	194,228.933333	MITM-ArpSpoofing	Spoofing	1
27.2	6	68	89.161404	0	0	0	0.4	0.8	8	0	0	0	0.1	0.7	0.1	0.8	0.2	0	0	1	1	1,478	66	339	147.8	102.625316	147.8	0.012218	10	10,531.955556	BenignTraffic	Benign	0
31.6	6	69.42	1,525.162632	0	0.07	0.18	0.44	0.73	73	7	0	18	0.93	0.01	0	0.97	0.03	0	0	1	1	101,034	60	2,962	1,010.34	897.923027	1,010.34	0.000656	100	806,265.76202	DoS-HTTP_Flood	DoS	1
21.2	6	77.1	127.035833	0	0	0	0.3	0.8	8	0	0	0	0	0.8	0.2	0.8	0.2	0	0	1	1	4,106	54	1,500	410.6	594.739943	410.6	0.008836	10	353,715.6	MITM-ArpSpoofing	Spoofing	1
10.08	6	64	2,866.07764	0	0	0	0	0.5	50	0	0	0	0	0	0.01	0.5	0.01	0	0	1	1	94,114	88	1,514	941.14	576.448707	941.14	0.000352	100	332,293.111515	DDoS-ACK_Fragmentation	DDoS	1
19.2	6	72.4	149.200303	0.1	0	0	0.2	0.5	5	0	1	0	0.2	0.3	0	0.5	0.4	0.1	0	0.9	0.9	1,126	60	385	112.6	109.104639	112.6	0.007932	10	11,903.822222	BenignTraffic	Benign	0
20.72	6	63.04	17,690.021088	0	0	0	0	0.06	6	0	0	0	0	0.06	0	1	0	0	0	1	1	6,036	60	66	60.36	1.4321	60.36	0.00006	100	2.050909	DoS-TCP_Flood	DoS	1

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.