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
1,536,227,023.39143	CpIOcQ1UZO6QGkbQx	192.168.100.111	18,344	197.131.235.220	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391434	CHgHbK33Kydtg93FLk	192.168.100.111	17,576	190.46.129.14	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391438	Ch8JK912Vpv6DuoEt	192.168.100.111	17,832	156.56.41.158	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391442	CFGxPhgUOC81hMPn7	192.168.100.111	18,344	41.253.235.102	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391446	CWvK2a2vtpkAt06Wm5	192.168.100.111	17,832	197.67.99.182	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391449	CPKkuvUBLTbqbzOcj	192.168.100.111	18,344	41.212.199.5	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391453	CtXrbh46J1xzKdhycj	192.168.100.111	17,832	41.96.28.213	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391457	CcPzIlZB4nZKU7wt8	192.168.100.111	18,344	41.68.202.44	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391461	Cr7Fpw4DAs0W3xFNVl	192.168.100.111	17,832	41.218.143.155	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391465	ClQGSq4s40z0IKxwH8	192.168.100.111	18,344	41.217.35.20	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391468	CrG3uE4VbJLdQSAkV4	192.168.100.111	17,576	156.63.37.175	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391472	CuSJiw3Z54CZApjbVi	192.168.100.111	18,344	197.209.213.220	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391476	CZseQvqOL1nvWolbc	192.168.100.111	17,576	93.132.96.254	8,081	tcp	null	0.000186	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391667	CJlnPe26uAXnnAa2t4	192.168.100.111	18,344	197.68.230.14	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391671	CR8tbOBySLJyRdDO9	192.168.100.111	17,576	13.145.178.182	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391675	CVm85HoyBPS2blUsd	192.168.100.111	17,832	197.196.178.14	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391679	CFsFdb1rPY9xqXicJe	192.168.100.111	17,576	117.97.117.40	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391682	CHMH9tjmdgbYrYujk	192.168.100.111	17,832	41.63.141.181	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391686	Cn0qYJ2kNNwsMM6aW7	192.168.100.111	18,344	197.216.121.194	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.39169	CdOgGSXQiLdpydgd	192.168.100.111	17,576	92.199.86.86	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391694	CrzEzO1jvmlxV4u8rh	192.168.100.111	17,832	156.207.248.242	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391698	CGlnwzrvUFLaedLk6	192.168.100.111	18,344	156.125.73.234	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391702	C4oUSB2fLQBPfXmZf5	192.168.100.111	17,832	41.180.112.147	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391706	CD6sKp1Modfx2HYRQ1	192.168.100.111	17,576	91.191.118.109	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391709	CcECGp21FXwsYfPx62	192.168.100.111	18,344	197.214.254.244	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391713	Ci5LGmeQFby5I3P04	192.168.100.111	17,832	156.215.44.120	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391911	C18bjV3BqQIdIKyppf	192.168.100.111	17,576	128.233.225.137	8,081	tcp	null	0.000006	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391919	CVaSPjGNUcgDMrOXh	192.168.100.111	18,344	41.198.232.51	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.391922	C2WrM9OMvrPJfj5hb	192.168.100.111	17,832	41.50.141.207	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391926	CP2Rhq1PEx97VNCD1c	192.168.100.111	18,344	41.103.76.148	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.39193	CBHWbOlxaj5IS9br1	192.168.100.111	17,832	156.202.61.225	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391934	C9EBYy3k72CirfIL9c	192.168.100.111	18,344	197.236.90.29	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391938	CouOhW36XHV5saXL5f	192.168.100.111	18,344	41.194.96.97	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.391941	CNyf6c2SDdi6BYkRs8	192.168.100.111	17,576	208.131.54.227	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391945	CXwJdNamZxhS2hiO4	192.168.100.111	18,344	156.212.252.192	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391949	CzC8hE4B9HUhCTEbwg	192.168.100.111	17,832	41.114.211.129	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.391953	CSBVYekCKBvROXOG7	192.168.100.111	17,576	84.92.5.241	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391957	CV74Mf4HMzEXYrqKYe	192.168.100.111	18,344	41.104.190.196	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391961	ChfjaL3vpXcwvkQuNf	192.168.100.111	17,576	107.175.47.77	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.391964	C1IoxM13QJwx2Gm26a	192.168.100.111	18,344	156.19.3.89	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391968	Cs0tZO395CkFzeALl	192.168.100.111	18,344	41.1.238.167	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391972	CzdAF6y3Q4bSArAD1	192.168.100.111	18,344	156.213.182.250	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.391976	Cxq6Rw4ogD4FnuPDvl	192.168.100.111	17,832	197.127.200.9	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.392161	C0mqCi1ByAk8cV3jR3	192.168.100.111	17,832	156.14.109.64	37,215	tcp	null	0.000006	S0	null	null	S	2	80	Okiru
1,536,227,023.392169	CMgCwO3VsCeqwGuMN8	192.168.100.111	17,832	156.5.109.94	37,215	tcp	null	0.000001	S0	null	null	S	2	80	Okiru
1,536,227,023.392172	Ci4Lc645pgjGQdS40g	192.168.100.111	18,344	41.170.142.212	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.392176	CXJoQv3nm0MflQnrxl	192.168.100.111	18,344	197.234.194.248	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.39218	CxExTjP1sAFNGcfH1	192.168.100.111	18,344	156.63.10.169	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.392184	CiJSxw1zS5VS8fKs42	192.168.100.111	17,832	197.31.246.154	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.392188	CDIsUb43PzMCaAOTRk	192.168.100.111	18,344	156.125.184.25	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.392191	C85FZv3iphC7JUtQBa	192.168.100.111	17,832	156.174.123.22	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.392195	CbQ62vHey9P0y2u36	192.168.100.111	17,832	197.20.228.147	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.392199	C4EXio3zwTiFqo6xub	192.168.100.111	18,344	197.163.79.242	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.392411	CvpFd94qyrOeSZ0k6	192.168.100.111	18,344	156.78.24.248	52,869	tcp	null	0.000005	S0	null	null	S	2	80	DDoS
1,536,227,023.392418	CkFyad2jlenTTEb1Nj	192.168.100.111	17,832	41.47.155.63	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.392422	CummM42efwBN3omLed	192.168.100.111	18,344	197.95.31.94	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.392426	C2Bn2O2xdiAKivc0g	192.168.100.111	18,344	41.211.87.221	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.39243	CGkIvE2NSuh8CC7h9i	192.168.100.111	18,344	156.64.115.129	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.392434	Ch3N5A2HiRaNDhnd6g	192.168.100.111	17,832	156.4.132.34	37,215	tcp	null	0.000001	S0	null	null	S	2	80	Okiru
1,536,227,023.392661	CxVCSa3Y7KegulVud5	192.168.100.111	17,832	197.221.24.207	37,215	tcp	null	0.000005	S0	null	null	S	2	80	Okiru
1,536,227,023.392668	CcpLVa1305hkPDv6U	192.168.100.111	18,344	197.148.31.42	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.392673	Ckrpo8IOUEfOSsL31	192.168.100.111	17,832	197.99.49.93	37,215	tcp	null	0.000001	S0	null	null	S	2	80	Okiru
1,536,227,023.392676	CTO4Ap4zEMnmOz0ZK3	192.168.100.111	17,832	156.243.197.7	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.39268	CocJJk26ukWIv0dZ9h	192.168.100.111	18,344	197.94.110.89	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.392684	CxRSxR1KMES9hlFAqj	192.168.100.111	17,832	41.228.31.250	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.392688	CzAsiD4lZI6hgCIC5f	192.168.100.111	18,344	156.56.163.96	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.392692	CYeJAs2InZwsC4DHa4	192.168.100.111	17,832	156.187.134.29	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.39291	CVFcuB1kD96cBkD6A1	192.168.100.111	17,832	197.186.170.2	37,215	tcp	null	0.000006	S0	null	null	S	2	80	Okiru
1,536,227,023.392917	CwWVPm2gInfCx1Z1Li	192.168.100.111	18,344	41.108.100.251	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.392921	CK5KM71wA7SthioLQ	192.168.100.111	17,832	41.196.65.3	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.392925	CcJ96A4njCMRkP17Z6	192.168.100.111	17,832	41.67.188.160	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.392929	CXCTY94EpoyDOhF3n9	192.168.100.111	18,344	156.134.187.30	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.392933	CAhK9W1grxlofZr9se	192.168.100.111	18,344	197.8.89.131	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.393161	Cai9vpR7ufV8U28Bd	192.168.100.111	18,344	41.144.22.46	52,869	tcp	null	0.000005	S0	null	null	S	2	80	DDoS
1,536,227,023.393168	CqgD4z1Q5QWcRJjD5h	192.168.100.111	18,088	152.136.75.213	8,080	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393172	CfcJsM1mEySYhPJi76	192.168.100.111	18,088	212.239.124.85	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393176	CXAra71Do050pA1e5e	192.168.100.111	18,088	204.133.88.212	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.39318	CUj7KD3UgpL6QmXnmd	192.168.100.111	18,344	41.218.169.22	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.393183	CAKBn94meGkRZ3h0Wb	192.168.100.111	18,088	138.196.135.111	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.39341	C1SMMU1WPJypcJhdRd	192.168.100.111	18,088	212.160.173.71	80	tcp	null	0.000006	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393418	CDLOKN3Xe4CorYg37a	192.168.100.111	41,722	176.32.33.171	666	tcp	null	3.124232	S0	null	null	S	6	360	C&C-HeartBeat
1,536,227,023.393422	COBnXI3Bb0zlNgqX1	192.168.100.111	18,088	212.193.18.103	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393426	CXlauH2RXES7rMz3el	192.168.100.111	18,088	212.167.202.124	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.39343	CvtOWF1T3K3RfTWIMh	192.168.100.111	18,088	212.19.161.119	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393434	CF3j2k4mBP7XecWul5	192.168.100.111	18,088	212.69.182.196	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.39366	Cznc06lXiyZpZiz76	192.168.100.111	18,088	57.82.194.229	80	tcp	null	0.000005	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393668	CDrFEN2OOWMFgaT4ra	192.168.100.111	18,088	106.221.42.10	8,080	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393671	CX9Qvg33FwhhkZfyBk	192.168.100.111	18,088	212.73.232.106	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393675	CDbpYj2IRp7R85zoD9	192.168.100.111	18,088	53.19.214.127	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393679	Cqwu2g1NoauwK6OOd4	192.168.100.111	18,088	144.242.115.174	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.39391	CNwiYB32LvR0g6NIYf	192.168.100.111	18,088	27.28.28.24	80	tcp	null	0.000005	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393917	Czpf9L35JrlDoXy5be	192.168.100.111	18,088	198.60.119.81	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393921	ChpuQA3VW50vgFNoG7	192.168.100.111	18,088	212.207.76.153	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393925	C2zVN42iDGeudN4Ajd	192.168.100.111	18,088	212.242.208.28	80	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.393929	CU707k3fyFDI1FKkmh	192.168.100.111	18,088	125.209.170.197	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.39416	C8IvXn20WUG8JR7jsi	192.168.100.111	18,088	212.222.237.225	80	tcp	null	0.000005	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.394167	CMFzN238AA302fYEad	192.168.100.111	18,088	212.61.226.111	8,080	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.394171	CHAdE01BAH0w5yqEig	192.168.100.111	18,088	212.57.210.31	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.394175	CWkxxBqiNMEHVfgM	192.168.100.111	18,088	153.205.93.28	80	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.394179	CJSx2y1KKGY2OMgCe7	192.168.100.111	18,088	110.204.43.39	80	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan