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
1,536,227,023.384673	CeqqKl3hyLQmO8LK98	192.168.100.111	17,576	78.1.220.212	8,081	tcp	null	0.000003	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.384678	C2oHQWo1EFGH8D9x7	192.168.100.111	17,576	152.84.7.111	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.384682	CJLVjs4BByG04mczXc	192.168.100.111	17,576	173.36.41.67	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.384694	C0z4uS9AWHDH2s4S7	192.168.100.111	17,576	87.13.21.104	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.384698	CxbNVk3liFNUIlqSPi	192.168.100.111	17,576	99.110.163.140	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.384702	CTQSiF4gOLgSBkBIOa	192.168.100.111	17,832	156.95.242.221	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.384706	CQ8zYVycw0wM7rxi4	192.168.100.111	17,832	41.215.203.103	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.384915	CNhLjp1UfrQnLqKSL2	192.168.100.111	17,832	156.37.218.89	37,215	tcp	null	0.000006	S0	null	null	S	2	80	Okiru
1,536,227,023.384922	CgBquE1wUxKTjDJALg	192.168.100.111	17,576	136.70.248.180	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.384926	CHZs4s4CwfKXCq9bC7	192.168.100.111	17,576	74.43.103.224	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.384931	CIYbBE4eJLrdJJodOl	192.168.100.111	17,832	156.213.215.122	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.384935	CzPGLTCnPU7fRAFNk	192.168.100.111	17,576	183.42.197.222	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.384939	Cogl7L12Tg7gtprpUi	192.168.100.111	17,832	156.16.1.112	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.384943	CduI4w1As3VRVHv2s4	192.168.100.111	17,576	169.159.137.212	8,081	tcp	null	0.000222	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38517	CdUu901VJx3jNTbaFf	192.168.100.111	17,576	130.170.10.47	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385174	CfnudYRBFYLesEkz7	192.168.100.111	17,832	41.75.96.119	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385178	CooeUzP7fEORK6vyi	192.168.100.111	17,832	41.45.27.158	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385182	CJNR4X336IHWHy9MOf	192.168.100.111	17,832	41.213.175.137	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385187	CbUWUh4MtdZeNix2O4	192.168.100.111	17,576	37.215.90.143	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385191	C5pbrpuQX0Yz23p6a	192.168.100.111	17,832	41.187.12.55	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385195	CWuFKQDkXIcSlPG5c	192.168.100.111	17,576	93.59.98.105	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385199	CxWIDh2m3cYz2dDzej	192.168.100.111	17,576	169.118.219.85	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385203	CzwawO27RIt3GCj0E9	192.168.100.111	17,832	41.119.185.7	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385207	CVR37P3PPj9yk6IYuk	192.168.100.111	17,576	133.85.170.65	8,081	tcp	null	0.000208	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38542	CumEoi44m6NPAL7Yw	192.168.100.111	17,832	156.205.41.251	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385424	CkcOTA2SZbbPNgeLZb	192.168.100.111	17,832	41.117.206.159	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385428	Cu3JRm2am627h768ve	192.168.100.111	17,576	27.207.38.42	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385432	CIN6yl29mTwFohY7M9	192.168.100.111	17,832	197.24.253.209	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385436	CEajBW1s5eaL9MYCde	192.168.100.111	17,832	41.214.119.88	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.38544	CEILQpKFctJ85npv3	192.168.100.111	17,576	34.250.97.204	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385444	Ca6fUi3IAwxG1led4a	192.168.100.111	17,832	156.42.190.247	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385448	CQqCM94Ro0IN437ks7	192.168.100.111	17,832	41.207.242.18	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385664	C4cFLSz7iayl82EQ7	192.168.100.111	17,576	27.131.243.59	8,081	tcp	null	0.000006	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385672	C3diAP3ZXpw4vSrMYi	192.168.100.111	17,832	197.159.197.59	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385676	Cuo0gX1MxB9tnGgfl1	192.168.100.111	17,576	185.198.216.246	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385679	CL1Z4F4uMbvCAHAkr8	192.168.100.111	17,576	78.186.117.159	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385683	Cz3e9X18GDzKoegaD7	192.168.100.111	17,832	156.228.48.187	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385687	COR8XoM0bZM1c5EN1	192.168.100.111	17,576	184.242.143.93	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385691	CpHVIV3w1ZimRYe9f4	192.168.100.111	17,832	41.163.25.107	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385695	CTIjcV1LLlNbfgmkXf	192.168.100.111	17,576	134.123.95.61	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385915	CjoQU24g2JqI5xyidg	192.168.100.111	18,344	156.128.75.213	52,869	tcp	null	0.000005	S0	null	null	S	2	80	DDoS
1,536,227,023.385922	CdVl9k2rHad5BOdtu9	192.168.100.111	17,832	156.23.17.37	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385926	CMWOQO3ZwvMmwvazMl	192.168.100.111	17,832	197.14.89.152	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.38593	CczzNr10JnugbOyo26	192.168.100.111	17,576	75.68.114.242	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.385934	CtXmfl3rgdnrF7AzL2	192.168.100.111	18,344	197.134.18.188	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.385938	CZZAJ5adYZQ6jF4A7	192.168.100.111	17,832	197.249.79.65	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385942	CmyXhr2gqB9qlArcJ	192.168.100.111	17,832	41.42.31.235	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385946	Ci30nVsl2CmfuYsq3	192.168.100.111	17,576	87.61.29.107	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38595	CfucX32pUGsmWzxLxh	192.168.100.111	18,344	156.140.199.111	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.385953	CG8qyK17mDMnfM0Cee	192.168.100.111	17,832	41.8.61.34	37,215	tcp	null	0.000003	S0	null	null	S	2	80	Okiru
1,536,227,023.385957	Cw8phF1JXkJJlOOd42	192.168.100.111	18,344	41.226.239.69	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.385961	CqsnmW3i85qzmoJeud	192.168.100.111	17,832	156.123.14.183	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.385965	Cp5NkD393OUGi742hl	192.168.100.111	18,344	156.21.94.121	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386165	ChIyb638a6mDkMR1ef	192.168.100.111	17,832	41.196.140.170	37,215	tcp	null	0.000005	S0	null	null	S	2	80	Okiru
1,536,227,023.386172	CYnZCJ3YeaZTHQ0fPf	192.168.100.111	17,832	197.91.21.223	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386176	CC0D0e34rMftizMNd7	192.168.100.111	17,576	145.171.82.136	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38618	CzxFHx1vTwvJL4jsF9	192.168.100.111	18,344	156.101.82.95	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386184	C3156V1p9adRddfOHb	192.168.100.111	17,832	156.162.121.170	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386188	CWUODW3VIfN7QB1E39	192.168.100.111	17,576	92.229.20.96	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386191	CDBEuG2vDcRwRDHMX4	192.168.100.111	17,832	197.52.187.228	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386195	C1vYfS12TCUh9EJsma	192.168.100.111	17,576	103.201.76.130	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386199	CJCw6x4TMgifOnqYR8	192.168.100.111	17,832	41.110.158.135	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386203	CWXCmW3lKYTV0T6KV	192.168.100.111	17,576	189.75.100.171	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386207	C4RqGV2cnOIdJrPJH7	192.168.100.111	17,832	197.22.0.245	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386211	C0GWCj4a6OJzd9LKe1	192.168.100.111	18,344	156.46.226.141	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386215	CSIydh4DnAE3iCQMLb	192.168.100.111	17,576	2.80.1.47	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386219	CdfWB84RjhUucvCFXi	192.168.100.111	17,576	80.105.64.33	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386223	Caa7bt3mifqYF64EFj	192.168.100.111	18,344	41.192.63.180	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386227	COEjtl3Rlve1yabPya	192.168.100.111	18,344	41.157.210.242	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386231	CgXeTR1ZEXU3mYNhn	192.168.100.111	17,832	197.236.146.242	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386235	Ci2cdL2cuWslZgQCU4	192.168.100.111	17,576	221.81.39.218	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386239	CKkFCU11qrx09zqTl7	192.168.100.111	18,344	41.113.146.120	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386418	CRmgzv4XDenFzbFEa	192.168.100.111	17,576	175.19.226.215	8,081	tcp	null	0.000005	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386425	ClW43BeBv3gUGuhue	192.168.100.111	17,832	197.240.24.108	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386429	Cj4ZWrI5V7OEWaVti	192.168.100.111	18,344	41.21.142.185	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386433	C5lY5F2Ik27p8VoVs3	192.168.100.111	17,832	156.31.231.204	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386437	CJU2g41WtNUjAGFMXa	192.168.100.111	18,344	41.163.235.165	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386441	CSdPOV1NJbyGyfHGK6	192.168.100.111	18,344	156.56.105.53	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.386444	CGmGh3141cMDbGJetj	192.168.100.111	17,576	48.16.176.212	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386448	C6Gv8BKLO7KzJiiFk	192.168.100.111	17,832	41.175.83.27	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386452	CzezNzfQVMgP2kw7j	192.168.100.111	18,344	41.63.131.160	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386456	CdijZj1SDwEjnijnB8	192.168.100.111	17,832	41.206.157.94	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.38646	Ctfxui1KYgbLlTTEg8	192.168.100.111	17,576	142.57.21.177	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386464	CZUCzE2wi8ekTK9XSj	192.168.100.111	17,832	41.236.229.142	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386467	CnYdwE2hn3iHoBte01	192.168.100.111	17,576	61.22.67.25	8,081	tcp	null	0.000003	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386472	CpUTuL3Oj0ZsGaAVl9	192.168.100.111	17,832	41.80.42.241	37,215	tcp	null	0.000192	S0	null	null	S	2	80	Okiru
1,536,227,023.38667	CkokFs2AmhWvW66xx8	192.168.100.111	17,576	75.239.44.30	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386673	C6P1gE1SAl7Ggy2NYk	192.168.100.111	18,344	197.109.182.88	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386677	ChcaXU3N0JyBHgPrua	192.168.100.111	17,576	210.77.112.103	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386681	C0bHmW1UVUaiFUaOel	192.168.100.111	18,344	41.42.104.166	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386685	C9aYN5YhwvZM3mT93	192.168.100.111	18,344	156.198.110.189	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386689	C3CoQoY9tnnVOmnyl	192.168.100.111	17,832	41.17.172.16	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.386692	CYoKt8WPVehX46lI9	192.168.100.111	18,344	41.252.96.126	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386696	C4h6Fb4BKTlzj0cPqc	192.168.100.111	17,576	39.65.37.115	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.3867	CFX0Dc3FlEC0X0jZP2	192.168.100.111	17,576	62.37.79.234	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386704	CBNgHzRiME2cR1LGc	192.168.100.111	18,344	197.37.157.155	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386708	CT0OyT3zwpefmkCbCf	192.168.100.111	17,576	96.12.99.236	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.386712	CYKWYf3nm3Gn2XVUA	192.168.100.111	18,344	156.190.156.204	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.386716	CSz89b3lykNGEtvUIk	192.168.100.111	17,832	197.50.247.92	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.38672	Ccsf3kDjUVpNwnFbl	192.168.100.111	18,344	41.25.192.53	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS