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
1,536,227,023.389924	CynDbM3UyHCx7GH64h	192.168.100.111	17,576	4.108.215.92	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389928	CKN1MOJgWU8uiQm5l	192.168.100.111	18,344	156.172.173.218	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389932	CkZU9l4SHBmZFc7wP	192.168.100.111	17,576	212.48.187.137	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389936	ClMPAs4y49u2mao4P	192.168.100.111	18,344	156.6.166.154	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.389939	COBOWC40s9SZyBxXye	192.168.100.111	17,832	197.74.83.218	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389943	CmLwKE4wHTH1Fh3Ife	192.168.100.111	18,344	156.205.65.2	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389947	CTZovc2DWANjsfQyo7	192.168.100.111	17,832	197.148.154.221	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389951	C1PA7qvEN6cG5PyA5	192.168.100.111	18,344	156.25.6.43	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389955	CrXVPu1LOceoP4GIeh	192.168.100.111	17,576	115.126.190.241	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389959	CI58Lq2Wc9DdsW6Gv2	192.168.100.111	18,344	41.214.224.96	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.389962	C5s0Dt1SA5Y0NtSlD	192.168.100.111	17,576	223.33.116.128	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389966	CweROr1to1fGyVUvil	192.168.100.111	17,576	98.48.53.178	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38997	CaFlrv3ceiqbXM92re	192.168.100.111	17,832	156.169.111.95	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389974	CvfsBu1DeNOnneTa4b	192.168.100.111	18,344	41.76.83.11	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389978	CrZHcV2wModsq45X4e	192.168.100.111	17,832	156.236.81.230	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389982	CYGaxW3YX6o6QfKsza	192.168.100.111	17,576	60.107.223.143	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390162	C9AKRe1hUs9TLjes2	192.168.100.111	17,832	41.147.20.86	37,215	tcp	null	0.000006	S0	null	null	S	2	80	Okiru
1,536,227,023.39017	Ch8V5P2gSp52MDXIEc	192.168.100.111	18,344	41.118.95.52	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.390173	CmXFoi2r3o1DSK4Wdd	192.168.100.111	17,576	69.169.3.240	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390177	CA3C874W0HbfwcOwXg	192.168.100.111	18,344	156.134.87.149	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390181	C8jkUb3KZf6mUpnFB4	192.168.100.111	17,832	197.38.191.144	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390185	CRoCqy4UhIVXMbOltd	192.168.100.111	17,576	137.83.18.12	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390189	CMYNFO15x73oSWsrD5	192.168.100.111	17,832	156.201.53.178	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390193	CcATvp30g6sTR0wvH9	192.168.100.111	17,576	201.135.145.123	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390197	CEpFsojIZuDIRHrNb	192.168.100.111	18,344	41.54.137.214	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390201	CfAcKe46XrWBWpzMjh	192.168.100.111	17,576	122.53.146.159	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390204	Cqswvy1pCHykOAVm34	192.168.100.111	18,344	197.106.6.11	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390208	Cxs7zg3L0DMdrPsCL6	192.168.100.111	17,576	46.140.45.84	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390212	CbYGup2P2R6r4PixQe	192.168.100.111	18,344	197.245.229.97	52,869	tcp	null	0.0002	S0	null	null	S	2	80	DDoS
1,536,227,023.390418	CyR52z4yYMNjEgAnBk	192.168.100.111	17,576	155.182.138.78	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390422	CjXXCE2hoczkT69aV6	192.168.100.111	18,344	156.63.205.212	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390425	CzqSdj3Z1AToIhjNc6	192.168.100.111	17,832	156.233.20.41	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390429	CCjSEA37XdZrF6FEKi	192.168.100.111	18,344	156.232.67.113	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390433	CquZ503OBud9pLhjS8	192.168.100.111	17,832	156.250.20.62	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390437	C35nAH1icG93PRt7d1	192.168.100.111	18,344	41.78.235.48	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390441	C7eCfY13a6q6ZT8UY4	192.168.100.111	17,832	156.96.231.108	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390445	CxhG7dFrvSgX4S5q7	192.168.100.111	17,576	80.120.69.122	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390449	CXv30P2TtzBRtIMgxa	192.168.100.111	17,832	41.227.229.32	37,215	tcp	null	0.000001	S0	null	null	S	2	80	Okiru
1,536,227,023.390452	CsJg8Y2TUBYGyYxjif	192.168.100.111	17,576	44.106.102.202	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390456	CLav2lp2iChTVXtV2	192.168.100.111	17,832	197.200.88.244	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.39046	CgdnbC1xpL47A5BBy9	192.168.100.111	18,344	197.206.67.72	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390464	CSxPGi1MCKGKwPHuO	192.168.100.111	17,576	63.219.75.87	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390468	CE2DcO19M6DtwG4cv2	192.168.100.111	18,344	156.25.42.167	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390472	CvVNe74ksRzdztgmWk	192.168.100.111	17,576	81.19.9.102	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390475	CGsnXgCyl5ZEVW1Xi	192.168.100.111	17,576	181.250.75.34	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390479	Cy7KeDPDuZs8eP4Xg	192.168.100.111	17,832	197.252.134.2	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390483	CvxRNFtfBQZvn9h99	192.168.100.111	18,344	156.120.91.179	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390487	CA55hxMVmZea4PQfj	192.168.100.111	17,576	92.44.237.104	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390491	CgOuaf1l9UTeH6l8Qb	192.168.100.111	18,344	156.81.115.119	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390495	Cz8GVKrPeP1CfW4c1	192.168.100.111	17,576	49.190.163.30	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390662	Cg4ORbELiJ78pShXl	192.168.100.111	17,576	38.13.74.36	8,081	tcp	null	0.000006	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.39067	Cy92jx30n6itSwKHs	192.168.100.111	18,344	156.239.46.86	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.390673	CCwijb3aNrY0fTbhY1	192.168.100.111	17,832	197.76.98.253	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390677	CDGoVxfa49FreSvzc	192.168.100.111	18,344	41.177.232.148	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390681	CJs1wA6m2t4WVPGoa	192.168.100.111	18,344	197.80.236.19	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390685	CmqLDW18nLCrSoy62h	192.168.100.111	17,576	59.153.67.127	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390689	CSfE5CY1HBOHA951e	192.168.100.111	17,832	197.42.53.110	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390693	CQRBn24UZSQu5hmfvj	192.168.100.111	18,344	197.27.134.149	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390697	CFF2m32Um0S0eEnSv7	192.168.100.111	17,576	221.139.214.144	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390701	CxuLnBNEzSU0Ee1H5	192.168.100.111	17,832	197.58.100.90	37,215	tcp	null	0.000001	S0	null	null	S	2	80	Okiru
1,536,227,023.390715	C4u1Dp2QxipvkMUjyj	192.168.100.111	18,344	197.217.167.234	52,869	tcp	null	0.000003	S0	null	null	S	2	80	DDoS
1,536,227,023.39072	C84k3W283DRo9laaG1	192.168.100.111	18,344	197.48.67.231	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390724	CLmoAlnfVvbqqxfw4	192.168.100.111	17,832	156.0.213.154	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390728	C8LsthK79ECbaX9hi	192.168.100.111	17,832	156.2.70.233	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390732	CEIuRA3EmczAWYZbCe	192.168.100.111	17,576	180.200.66.148	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390736	CnP5A73HnaiaHuRftc	192.168.100.111	18,344	197.86.63.99	52,869	tcp	null	0.000177	S0	null	null	S	2	80	DDoS
1,536,227,023.390918	C8CHeM3UTFH7S5DYDl	192.168.100.111	17,832	41.229.114.237	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390922	CPvZQXEvM97T0MoM	192.168.100.111	17,576	206.53.247.27	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390926	C7hXUc1PMBbIR9Ectd	192.168.100.111	18,344	156.225.209.7	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.39093	CUPW1u1kg1fL3kHAJa	192.168.100.111	17,832	156.230.88.209	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390934	CSS9DG14YLowqJwFp2	192.168.100.111	17,832	41.226.200.21	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390937	Cmdplz26rQJsY0Ho5g	192.168.100.111	17,576	161.207.167.113	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390941	CDVE084AaEf3Y7of9a	192.168.100.111	18,344	156.182.226.25	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.390945	CfzoJP2sw6y1bhr0z1	192.168.100.111	17,576	92.56.142.96	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390949	CY4itQ2JSTV7YIyD7d	192.168.100.111	17,832	156.205.126.162	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.390953	CfFF073S3edercl0n3	192.168.100.111	17,576	136.114.8.0	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.390957	C700Lk2wabIeiyZMW5	192.168.100.111	17,832	197.71.14.97	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.39096	C8l30g31iJy6s2vD14	192.168.100.111	17,832	156.10.32.76	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391163	C1XFlu41ZAa81Ljra3	192.168.100.111	18,344	41.72.174.60	52,869	tcp	null	0.000005	S0	null	null	S	2	80	DDoS
1,536,227,023.39117	Cvoc9zftjk877htx2	192.168.100.111	17,576	143.134.45.140	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391174	C6DuC34EYoprgyfNVd	192.168.100.111	17,576	209.123.105.181	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391178	CW7zZ82MvGB6WUdJ5b	192.168.100.111	17,832	197.98.30.19	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391182	CHRQaj3BEelAgQYTea	192.168.100.111	18,344	156.191.157.53	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391185	Cz83ZP1WKkIRmbEBdj	192.168.100.111	17,576	81.228.169.85	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391189	CBQ6Wx4r931shbPt09	192.168.100.111	17,832	41.46.88.72	37,215	tcp	null	0.000003	S0	null	null	S	2	80	Okiru
1,536,227,023.391193	CGKZDi1hoIjDTn4mja	192.168.100.111	17,832	41.29.172.104	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391198	CKgRlK10tyXwEy8Yx9	192.168.100.111	17,576	107.224.79.122	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391201	CHMInW1PQWbb1dCLxa	192.168.100.111	17,832	41.236.39.91	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391205	CXDHsj1neBArjneQOf	192.168.100.111	17,576	72.151.56.206	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391209	C77Ya9AuPUUpSCEjc	192.168.100.111	17,576	138.76.59.153	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391213	CwbJ3p4Ada7n5lnFR3	192.168.100.111	18,344	41.97.254.31	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391217	CI0vkN3koEURIwiVBb	192.168.100.111	17,832	41.85.236.9	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391221	CvxW5e2gIU26d85t7b	192.168.100.111	18,344	156.157.71.205	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391225	Cc4W171NXEIa7yXgkk	192.168.100.111	17,832	197.217.243.15	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391229	C5yxmo4brigHTpvbO	192.168.100.111	17,576	115.158.210.12	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391233	CcCOnw3p5wdlwzSor6	192.168.100.111	18,344	197.200.207.176	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.391411	CfJEwX2JwKSKOQiBq4	192.168.100.111	17,576	5.227.235.70	8,081	tcp	null	0.000006	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391419	COIUPl1xNh4Uby5iK7	192.168.100.111	17,832	197.96.117.199	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391423	CgI6Zy1s7Bpr6GoG96	192.168.100.111	18,344	156.220.201.245	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.391426	CSsyjSYtGxV14Nwt	192.168.100.111	17,832	197.23.161.24	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru