Subset (2)

random_3way · 38.5M rows

Split (3)

train · 30.8M rows

Header_Length float64	Protocol Type int64	Time_To_Live float64	Rate float64	syn_flag_number float64	rst_flag_number float64	psh_flag_number float64	ack_flag_number float64	ack_count float64	syn_count float64	rst_count float64	HTTP float64	HTTPS float64	DNS float64	TCP float64	UDP float64	ARP float64	ICMP float64	IPv float64	LLC float64	Tot sum float64	Min float64	Max float64	AVG float64	Std float64	Tot size float64	IAT float64	Number float64	Variance float64	Label large_string	attack_class large_string	label int64
20	6	65.83	14,999.477881	0.99	0.01	0	0	0	99	1	0	0.01	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000067	100	0	DoS-SYN_Flood	DoS	1
19.92	6	64	8,130.859746	0	0	0.01	0.02	2	0	0	0	0.02	0.01	0.98	0.01	0.01	0	0.99	0.99	6,229	60	257	62.29	19.847039	62.29	0.000123	100	393.904949	DoS-TCP_Flood	DoS	1
8	17	64	21,758.074389	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	6,000	60	60	60	0	60	0.000046	100	0	DoS-UDP_Flood	DoS	1
7.92	17	63.36	14,867.619014	0	0	0	0	0	0	0	0	0	0	0	0.99	0.01	0	0.99	0.99	16,098	60	162	160.98	10.2	160.98	0.000067	100	104.04	DoS-UDP_Flood	DoS	1
20	6	64	48,753.969546	1	0	0	0	0	100	0	1	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000026	100	0	DDoS-SYN_Flood	DDoS	1
0	47	63.36	4,094.680425	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0	0.99	0.99	57,282	60	578	572.82	51.8	572.82	0.000246	100	2,683.24	Mirai-greip_flood	Mirai	1
0	1	64	36,817.977528	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000027	100	0	DDoS-ICMP_Flood	DDoS	1
20	6	64	25,189.502132	1	0	0	0	0	100	0	1	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.00004	100	0	DDoS-SYN_Flood	DDoS	1
19.8	6	65.91	42,790.287696	0.99	0	0	0	0	99	0	0	0	0	0.99	0	0	0.01	1	1	6,038	60	98	60.38	3.8	60.38	0.000023	100	14.44	DDoS-SYN_Flood	DDoS	1
8	17	64	58,213.795975	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	6,000	60	60	60	0	60	0.000017	100	0	DDoS-UDP_Flood	DDoS	1
8	17	64	12,562.686075	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	6,000	60	60	60	0	60	0.00008	100	0	DoS-UDP_Flood	DoS	1
20	6	64	30,137.989509	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000033	100	0	DDoS-TCP_Flood	DDoS	1
7.92	17	63.36	6,869.489166	0	0	0	0	0	0	0	0	0	0	0	0.99	0.01	0	0.99	0.99	18,078	60	182	180.78	12.2	180.78	0.000146	100	148.84	DoS-UDP_Flood	DoS	1
8	17	64	38,269.19708	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	6,000	60	60	60	0	60	0.000027	100	0	DoS-UDP_Flood	DoS	1
22.4	6	110.6	482.653134	0.6	0.4	0	0.4	4	6	4	0	0	0	1	0	0	0	1	1	600	60	60	60	0	60	0.002514	10	0	Recon-HostDiscovery	Recon	1
0	47	63.36	10,137.780678	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	0.000099	100	2,830.24	Mirai-greeth_flood	Mirai	1
0	1	64	29,155.456694	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000034	100	0	DDoS-ICMP_Flood	DDoS	1
0	1	64	24,049.908257	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,038	60	98	60.38	3.8	60.38	0.000042	100	14.44	DDoS-ICMP_Flood	DDoS	1
20	6	64	49,461.132075	1	0	0	0	0	100	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.00002	100	0	DDoS-SynonymousIP_Flood	DDoS	1
20	6	64	19,033.008123	1	0	0	0	0	100	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000053	100	0	DDoS-SYN_Flood	DDoS	1
0.08	47	62.73	4,859.299079	0	0	0	0	0	0	0	0	0	0	0	0.01	0.01	0	0.99	0.99	58,294	60	592	582.94	64.720974	582.94	0.000207	100	4,188.804444	Mirai-greeth_flood	Mirai	1
0	1	64	15,885.709957	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000063	100	0	DDoS-ICMP_Flood	DDoS	1
10	6	64	453.878901	0	0	0	0.5	50	0	0	0	0	0	0.5	0	0	0	1	1	94,400	374	1,514	944	572.871555	944	0.002627	100	328,181.818182	DDoS-ACK_Fragmentation	DDoS	1
20	6	64	44,945.392199	1	0	0	0	0	100	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000022	100	0	DDoS-SYN_Flood	DDoS	1
22.48	6	64	109,056.266251	0.87	0.13	0	0.62	62	87	13	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000009	100	0	DoS-SYN_Flood	DoS	1
20	6	64	45,289.968686	1	0	0	0	0	100	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000022	100	0	DDoS-SynonymousIP_Flood	DDoS	1
20	6	64	3,473.658755	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000288	100	0	DoS-TCP_Flood	DoS	1
20	6	64	138,517.305152	1	0	0	0	0	100	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000007	100	0	DDoS-SYN_Flood	DDoS	1
20	6	64	25,055.57945	1	0	0	0	0	100	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.00004	100	0	DDoS-SynonymousIP_Flood	DDoS	1
20	6	64	36,139.100465	1	0	0	0	0	100	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000032	100	0	DDoS-SYN_Flood	DDoS	1
20	6	64	17,249.862225	1	0	0	0	0	100	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000058	100	0	DDoS-SynonymousIP_Flood	DDoS	1
0.48	47	65.71	2,798.534779	0	0	0	0.01	1	0	0	0	0.01	0.02	0.01	0.02	0	0	1	1	59,087	72	1,514	590.87	118.303723	590.87	0.000358	100	13,995.770808	Mirai-greeth_flood	Mirai	1

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