Datasets:

19kmunz
/

iot-23-preprocessed-allcolumns

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Split (1)

train · 6.05M rows

ts float64 1.53B 1.57B	uid stringlengths 13 18	id.orig_h stringlengths 2 25	id.orig_p int64 0 65.5k	id.resp_h stringlengths 7 25	id.resp_p int64 0 65.5k	proto stringclasses 3 values	service stringclasses 6 values	duration float64 0 78.8k ⌀	conn_state stringclasses 13 values	local_orig float64	local_resp float64	history stringclasses 139 values	orig_pkts int64 0 66M	orig_ip_bytes int64 0 1.91B	label stringclasses 13 values
1,536,227,023.386724	CHVmx6ACfTYEprVr	192.168.100.111	17,832	197.105.175.214	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386728	CQ7EPR2BrnxF6tG1X8	192.168.100.111	18,344	156.165.171.92	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386732	CFSbud43NZIzXUWy2h	192.168.100.111	17,576	151.255.180.215	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386736	CKZmgG4GnOkoOLi87l	192.168.100.111	17,832	41.244.39.31	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386916	Cb1FPmQ1G4je1yA8g	192.168.100.111	17,576	37.54.45.36	8,081	tcp	null	0.000005	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386923	CukOV43o8GdjEeUWB7	192.168.100.111	17,832	197.213.172.235	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386927	C0VjvHQdo85mAoQR8	192.168.100.111	17,576	32.178.61.26	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386931	CN438d1vcpl8NOmLVb	192.168.100.111	18,344	197.90.39.91	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386935	C3oFcO3AoKcpbnhYPj	192.168.100.111	17,576	193.88.46.78	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386938	CUMASt4I23rgImJyXj	192.168.100.111	18,344	197.129.109.128	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386942	CCjPOp2IrWyAoFKqye	192.168.100.111	17,576	43.254.178.254	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386946	CRt70x2xfcimc2Jmc4	192.168.100.111	17,832	156.116.74.12	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.38695	CuDQXv3pE6eK7OX2R9	192.168.100.111	18,344	41.113.81.163	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386954	CSlHPA32qwwRDCPaV1	192.168.100.111	18,344	41.109.234.200	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386958	ClZVkH2KLjBmLyLQe8	192.168.100.111	17,832	41.49.140.239	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386962	CiC2DS1O9aulQXDlm7	192.168.100.111	17,832	156.59.67.220	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386966	CRRN2GiiryGN57AXg	192.168.100.111	18,344	156.99.156.93	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.386969	CKoHWmJEoKDotf0k1	192.168.100.111	17,576	119.128.176.63	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386973	Cz1f7l88Hn3oLaQlc	192.168.100.111	18,344	41.234.3.207	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386977	CgSeG51nl1m1nf1oAi	192.168.100.111	17,576	107.73.57.16	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386981	CmKVYd4qQ2ssrOust2	192.168.100.111	18,344	197.65.246.74	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386985	C0iiwS3NxuxBpe9Pwj	192.168.100.111	17,576	150.14.179.137	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386989	Cctn5M3dFFf2CxQ0Oj	192.168.100.111	18,344	156.249.251.79	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387164	Cn68NP2foYyemShIVk	192.168.100.111	17,832	156.47.229.18	37,215	tcp	null	0.000005	S0	null	null	S	2	80	Okiru
1,536,227,023.387171	CPdqU1Mqv7qXik4Kc	192.168.100.111	18,344	197.71.231.43	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387175	CZfL133TUOUdMA7zAd	192.168.100.111	17,832	41.36.147.247	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387179	Cfky6m2GtrPS5JfZ1b	192.168.100.111	18,344	41.226.10.133	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387183	CqMbf71rlkknBvlWnc	192.168.100.111	17,832	156.91.179.50	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387187	C3DU4c2g1pklocej5	192.168.100.111	17,576	54.255.242.183	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387191	Czd9HR131EQWBw2tgd	192.168.100.111	18,344	197.139.232.88	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387195	CvjfDS26AeYD3c3xW6	192.168.100.111	17,576	170.207.109.72	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387199	C3jD7o3aioQv6aYl1j	192.168.100.111	18,344	197.199.199.216	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387203	CZ8Dp11YejSBZWsaFd	192.168.100.111	17,576	176.224.42.209	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387207	CHcbWr3TLs0IRW5n12	192.168.100.111	18,344	197.54.167.143	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.38721	CBC52u19G4loqZ9nyf	192.168.100.111	17,832	156.184.46.49	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387214	ClI6nd4sGEUGLevQSk	192.168.100.111	18,344	156.192.183.6	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387218	C435t93UZHhNGd6yj4	192.168.100.111	17,832	41.172.142.249	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387222	CiziyJ3HxwRaSfFb52	192.168.100.111	18,344	41.114.105.74	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387226	CX77Cg3VdFADc7CiJg	192.168.100.111	17,832	156.233.34.242	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.38723	COZU0snDF812vh1Q2	192.168.100.111	18,344	41.216.57.86	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.387233	CXPC3cycMEY7mhfdf	192.168.100.111	17,576	191.60.206.115	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387414	Cqgg2k2IRyqv0r5co3	192.168.100.111	18,344	41.251.146.207	52,869	tcp	null	0.000005	S0	null	null	S	2	80	DDoS
1,536,227,023.387421	CegOzY34UQPGjhOGJh	192.168.100.111	17,576	186.149.197.155	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387425	COFTP31ujTkUDI8MQ7	192.168.100.111	17,576	87.230.81.87	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387429	CwQ5DsxQMLNTDdJ3i	192.168.100.111	17,832	197.211.73.157	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387433	Cw18p82Npf42sJwjO2	192.168.100.111	18,344	41.227.206.26	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387437	C9JDTWU27X78VYdpc	192.168.100.111	17,576	150.254.215.26	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387441	Cw2ZvR1UD0iqVRIesk	192.168.100.111	17,832	41.224.108.148	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387444	CiDBg83YRN6JARepr2	192.168.100.111	18,344	41.95.154.77	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387448	CbfmZS2RfL40Ubx0ca	192.168.100.111	17,576	95.46.35.220	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387452	C6TktB1TPVL5pP3tVf	192.168.100.111	18,344	197.118.70.181	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387456	ChSRbL2CBhrnJetVTh	192.168.100.111	17,576	138.212.24.120	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38746	Ci1E6a40ZQa4ShMYoe	192.168.100.111	18,344	197.85.70.26	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387464	CWGWRF3vSjo51izLGl	192.168.100.111	17,576	149.195.223.38	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387664	CqEoEZ1jgPcMFJDEOh	192.168.100.111	18,344	41.188.142.183	52,869	tcp	null	0.000005	S0	null	null	S	2	80	DDoS
1,536,227,023.387671	CPpAfF3wrYTCLhjH9g	192.168.100.111	17,576	196.157.144.42	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387675	CYMkpX195KEqSfXsFa	192.168.100.111	17,832	156.11.118.160	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387679	CrKK7Y3VPEJ1qTKFAk	192.168.100.111	17,576	192.225.30.108	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387683	CUChdc3jtiBlpOG879	192.168.100.111	17,832	41.52.187.42	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387687	CXX50ez3HxUQNiNv4	192.168.100.111	18,344	197.85.68.58	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.38769	CMtaSr3m1P0Lg8r2Q4	192.168.100.111	17,576	130.71.39.166	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387694	CukNz5cZzZE7d32B6	192.168.100.111	18,344	156.129.77.114	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387698	Cmltsd2vaJgzOPLZ68	192.168.100.111	18,344	41.186.32.131	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387702	Cb5gU94GsdIvseZE2l	192.168.100.111	17,832	197.142.198.32	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387706	C4saQX32QsvD9M2iif	192.168.100.111	18,344	156.176.163.6	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.38771	CRwqrIqeQypZovZ	192.168.100.111	17,576	126.242.202.163	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387714	CD8pGl14W4QywG4qZe	192.168.100.111	17,832	197.158.128.195	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387718	C1MXXW3CxzgSBueeJ2	192.168.100.111	17,576	110.221.33.139	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387913	CZQV3v4NRGnYwwXXgb	192.168.100.111	17,832	41.164.80.233	37,215	tcp	null	0.000006	S0	null	null	S	2	80	Okiru
1,536,227,023.387921	C8onTF21ayjvC34TM8	192.168.100.111	17,576	172.129.192.108	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387925	CTgvFb1wIZM4xZIRCl	192.168.100.111	17,832	156.219.67.106	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387929	CefOr31iAda0HCDuN8	192.168.100.111	17,576	60.0.73.194	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387933	C7wdJg1vH5y10WJtni	192.168.100.111	18,344	156.197.169.15	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.387936	CsWEA41EKflfUdLMuf	192.168.100.111	17,576	188.93.63.137	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38794	Cx0NRu4qu6enJoDPqi	192.168.100.111	18,344	41.56.252.75	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387944	C0E5OF2IrWkzcr4wxl	192.168.100.111	17,576	142.53.75.147	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387948	Cwylk61qM0fpG0z123	192.168.100.111	18,344	156.78.46.80	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387952	CmDKIzguSfP1udeA7	192.168.100.111	17,832	156.228.29.97	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387956	CJWGVL3OxjKnGHJKWh	192.168.100.111	17,576	53.179.173.49	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38796	Cr42Zp4n8X7SpUZYs5	192.168.100.111	17,576	85.247.80.111	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387964	CkFJSV2H3xrtALkP4k	192.168.100.111	17,832	41.213.64.57	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387968	CeNDKf4Pb6VuKr9cpa	192.168.100.111	17,576	84.109.17.200	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387971	CjsTe71HOPW49UvjR1	192.168.100.111	17,832	197.96.176.245	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.387975	CxreVk4Zv4X1SDPiNe	192.168.100.111	18,344	156.108.212.51	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387979	CFhVYB3JbULJDF2Teb	192.168.100.111	17,576	219.48.46.213	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387983	CpZEqs28VDgMEF5Mr	192.168.100.111	18,344	41.7.192.141	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387987	CBmznD2V5dIEWLUsWc	192.168.100.111	17,576	168.210.100.68	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.387991	CRqZh1J52xnaIUdBe	192.168.100.111	18,344	156.101.65.93	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.387995	CngQnh2s2HJP1evQJj	192.168.100.111	17,576	174.93.144.93	8,081	tcp	null	0.000168	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388169	CWvW4C2jdcJnQIsfj	192.168.100.111	17,832	41.49.5.161	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388172	CBZz522LUUILFecsg8	192.168.100.111	18,344	197.203.127.91	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388176	CGPM222QFkD7xZ2BAg	192.168.100.111	18,344	41.240.5.19	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.38818	CEx0IabkdkLySOio5	192.168.100.111	17,832	41.132.202.206	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388184	CnAomC4zuYZv9HRzK9	192.168.100.111	18,344	156.220.69.76	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388188	CXdqbp2Ktu0UzhQwKa	192.168.100.111	17,832	156.195.171.217	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388192	CyK0fH3qs4RDMUXdy6	192.168.100.111	17,576	8.255.213.249	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388195	CNNYNkKNe48r3JqR	192.168.100.111	17,832	197.129.198.61	37,215	tcp	null	0.000003	S0	null	null	S	2	80	Okiru
1,536,227,023.3882	Ceub1o4idwxfIcSGrg	192.168.100.111	17,576	92.27.251.0	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388203	C59UYag7q8xPjiFVh	192.168.100.111	17,832	197.40.178.104	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388207	C7ZX362JZ2AEb9Yi5d	192.168.100.111	18,344	41.3.229.237	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS