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
1,536,227,023.388211	Cn1Hnz32Gq4qfETFgk	192.168.100.111	17,576	129.12.232.232	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388215	CRUueF4M5utHxdQ2c	192.168.100.111	17,576	194.15.120.171	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388219	CxGpyB2YU4EslRn7I5	192.168.100.111	18,344	197.253.200.12	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388223	COKD2W1NiRhWOy8G9g	192.168.100.111	17,832	197.101.72.119	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388227	C7BYH81z6MdlsJGw6e	192.168.100.111	18,344	197.138.158.57	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388231	C3CfWk14BICXs3sBel	192.168.100.111	17,832	156.231.177.98	37,215	tcp	null	0.000182	S0	null	null	S	2	80	Okiru
1,536,227,023.388418	COsZHj2GmvVNKkL7i7	192.168.100.111	18,344	41.157.244.237	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388422	C3I6RWRFshVmESuM	192.168.100.111	17,832	156.209.7.98	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388426	C8TNEe1mjtST4Gp1Mj	192.168.100.111	18,344	156.216.2.222	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.38843	CpX4cH2Lyr6y3HIvFj	192.168.100.111	17,576	85.246.162.33	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388434	C5sRj7Fc4i9f8j432	192.168.100.111	18,344	156.92.245.223	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388437	Ccms2n49G7LX84WTfg	192.168.100.111	17,576	74.202.235.55	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388441	CHlhcF3M1PB136D5sb	192.168.100.111	17,576	134.5.142.187	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388445	CUQeTK2kkXFGwyv3z6	192.168.100.111	17,832	41.188.97.209	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388449	CK2ZeLkZccBd9qxX4	192.168.100.111	18,344	41.219.92.172	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388453	C63SX61QuUya84k9I2	192.168.100.111	17,576	88.121.196.119	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388457	Cv3vdWNaNPmVL7Abd	192.168.100.111	17,832	197.22.101.93	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.38846	Cn8c714YhYkibts623	192.168.100.111	17,576	162.193.107.120	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388663	CIfw8Luypf1kQJgu7	192.168.100.111	17,832	156.108.159.213	37,215	tcp	null	0.000005	S0	null	null	S	2	80	Okiru
1,536,227,023.38867	CaneHu460ZPtqnOjhc	192.168.100.111	18,344	197.109.106.196	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388674	C0BnZDchf9sEK53sl	192.168.100.111	17,576	119.150.126.211	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388678	CgpXTc4T4GTC5ZtaUj	192.168.100.111	17,832	197.44.184.73	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388682	CLjlgB1szigRfqIfsf	192.168.100.111	18,344	41.250.174.47	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388685	C7AvBS3QDa0qtjHbJh	192.168.100.111	17,832	197.249.144.52	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388689	CDRvih3msLq6mCE741	192.168.100.111	17,576	137.119.14.116	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388693	CEJqbn3ryCGkJsVLd4	192.168.100.111	18,344	41.184.69.131	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388697	CgNeWG31BqLOHJrzm6	192.168.100.111	17,576	37.22.5.87	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388701	CmfTRng9QXojRrN5l	192.168.100.111	18,344	156.30.232.175	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388705	CkvctB1YVdaOylXYQg	192.168.100.111	18,344	197.63.110.143	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388709	CfFxmy3EH97snfknuf	192.168.100.111	17,832	156.27.227.149	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388913	CTLJGu2bGJLGiGUpzg	192.168.100.111	17,576	31.224.99.128	8,081	tcp	null	0.000006	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388921	CkY9bAd0CnB4d5ufi	192.168.100.111	17,832	197.82.57.20	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388924	Cv5N6t2J9lki1vIVai	192.168.100.111	18,344	197.76.116.244	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388928	C3IK3Q2LGbT2HvXJf6	192.168.100.111	17,832	156.150.90.4	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388932	CIvD4c2uFGuaKed1t	192.168.100.111	18,344	197.22.164.6	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388936	C8jSL42chTXN2YZNCj	192.168.100.111	18,344	156.187.239.85	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.38894	CDy3RR35FWH8E7Ep64	192.168.100.111	17,576	175.64.233.136	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388944	CW1vZ84y91iRt3fvpe	192.168.100.111	17,832	197.99.119.247	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388948	CfbtwI1MNFLp7AdUfh	192.168.100.111	18,344	156.224.13.249	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388951	CeWRIE1wfnv1hCjZse	192.168.100.111	17,832	41.179.51.248	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388955	CVwYHo1THNWa12b9mf	192.168.100.111	17,576	159.228.29.35	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388959	CLYUW92dLFFXcnRKl4	192.168.100.111	17,832	156.98.83.175	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388963	Cyp4Wj0xfwcNtJcB3	192.168.100.111	18,344	41.229.74.166	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388967	CAJQil1lbOL4kiikp3	192.168.100.111	18,344	197.162.193.63	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388971	Cn4MQD3QMZrA9PPis7	192.168.100.111	17,832	197.228.63.243	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.388975	CcwzSkSgy3RFS7J9c	192.168.100.111	17,832	197.235.165.85	37,215	tcp	null	0.000001	S0	null	null	S	2	80	Okiru
1,536,227,023.388978	Co8eRY1X2AjPPMnVzf	192.168.100.111	17,576	32.248.82.0	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.388982	Cc8Ze54vstcZ4iOKg5	192.168.100.111	18,344	156.84.97.248	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.388986	CJBm7s3Fl1jl1zzXJc	192.168.100.111	17,832	156.125.99.242	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389163	CBvSDh1Q1IIw6zVNli	192.168.100.111	18,344	197.128.117.151	52,869	tcp	null	0.000005	S0	null	null	S	2	80	DDoS
1,536,227,023.38917	CEzt3B3cEszmaFu2li	192.168.100.111	17,832	197.175.41.82	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389174	CyNPNn3vbKcpP3Trc9	192.168.100.111	17,832	156.196.241.173	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389178	CZNMod4taG39jnqJz4	192.168.100.111	17,576	13.194.182.124	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389182	CSTefU2HVettpKcAtk	192.168.100.111	17,576	166.130.74.200	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389186	C0MrV34m4uWM1EyT9h	192.168.100.111	18,344	197.121.125.235	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.389189	CA53UQ3gVhE8zLZn2h	192.168.100.111	17,576	170.149.70.173	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389193	CwZylN2KBVSkQQElch	192.168.100.111	18,344	156.19.85.171	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389197	C1bMhHw5Ql9P8RkNd	192.168.100.111	17,832	41.156.217.58	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389201	CoMsCgxRqfe9iDKpl	192.168.100.111	18,344	197.143.241.122	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389205	CXVOYc3qljPTmeuu76	192.168.100.111	17,832	156.176.114.224	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389209	C4Gmvh2ysN55Gappc	192.168.100.111	17,832	156.47.196.136	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389213	CU569P145oBvkxqoE9	192.168.100.111	17,576	125.125.247.25	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389216	CJ2CtA1AnyKJa4zn14	192.168.100.111	18,344	156.79.180.118	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.38922	CyeGQr3C2M3kTLK3A5	192.168.100.111	17,576	89.5.51.179	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389224	CkwLeP1F49sd0O7DUk	192.168.100.111	17,576	164.66.158.48	8,081	tcp	null	0.000189	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389418	CYd9ho18yyhs0hIbjb	192.168.100.111	17,832	156.11.171.21	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389422	CZzRjB3XmsoeSehcD	192.168.100.111	18,344	197.211.78.104	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389426	C4mLtQ38IJ5NXPN5T4	192.168.100.111	17,576	116.8.193.172	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38943	CYvzRr14YqfOsFRAwj	192.168.100.111	18,344	41.142.12.6	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389434	CHZDvLJma9TxNdYGb	192.168.100.111	17,576	79.178.150.119	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389437	CPEy2DK6e6xO8aDYk	192.168.100.111	17,576	219.226.193.23	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389441	CaBPnS4E9nNNmw0nh	192.168.100.111	17,832	156.132.34.211	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389445	CdGR7c4QESpBohrj0g	192.168.100.111	17,576	43.141.7.109	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389449	Ce1E2i3NxUgaGrgJee	192.168.100.111	18,344	156.20.40.231	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389453	C0dDxv1xHGMXkFhhHc	192.168.100.111	17,576	50.180.93.186	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389457	Ckxawh1AtbT8qD6Op7	192.168.100.111	18,344	197.116.71.48	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389461	CZRrfK2vp6IH6oDWal	192.168.100.111	17,576	2.243.241.208	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389464	CTvF8DjeEmmhhZJl6	192.168.100.111	17,832	156.87.254.212	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389468	CNEnP81XQKER87R4mc	192.168.100.111	17,576	145.179.207.177	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389472	CfymNE3qNC0JScTUKd	192.168.100.111	17,832	41.150.20.251	37,215	tcp	null	0.000191	S0	null	null	S	2	80	Okiru
1,536,227,023.389668	CEH2FF1r70Vcc0Jc7c	192.168.100.111	17,576	186.95.2.29	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389672	CAX9OW29z9Cj6jA7J9	192.168.100.111	18,344	197.157.210.170	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389676	Cfvg7z3grZtB0OLyge	192.168.100.111	17,576	111.53.190.240	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38968	CVEFtHajfqpEM3mT4	192.168.100.111	18,344	156.236.84.9	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389684	CpT92v4k3Bm76o114	192.168.100.111	17,576	135.107.41.234	8,081	tcp	null	0.000001	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389687	Crh1383B1qFDw162A1	192.168.100.111	18,344	197.23.3.175	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389691	C5cjGE1MysqIXcWbZ	192.168.100.111	17,576	94.33.111.201	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389695	Czep0O3LKmLJouchHg	192.168.100.111	17,832	41.94.229.172	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389699	C4vRUs4Kbz1bUBWItd	192.168.100.111	17,576	87.177.162.229	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389703	CIGliE4Av0Ec34VODk	192.168.100.111	17,832	41.250.3.73	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389707	CjcB9x2K7n78RVRBB6	192.168.100.111	17,576	62.135.28.70	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389711	CQZEDd2yR1GMntMo8g	192.168.100.111	18,344	156.87.181.147	52,869	tcp	null	0.000001	S0	null	null	S	2	80	DDoS
1,536,227,023.389714	CllmvS2e1m4PsVDOcl	192.168.100.111	17,576	149.193.186.70	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389718	CvOmxk3eeuXXezXYec	192.168.100.111	18,344	41.22.81.207	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS
1,536,227,023.389722	CJG2az2lfXi0NIo4u6	192.168.100.111	17,576	58.75.32.91	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389726	CRdi183IpN896OSE18	192.168.100.111	17,832	156.163.197.122	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.38973	C4Oznh4yoPM63akuE3	192.168.100.111	17,576	211.205.1.242	8,081	tcp	null	0.000002	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.389734	CUBdmp32qD2cgd48L6	192.168.100.111	17,832	41.153.122.221	37,215	tcp	null	0.000002	S0	null	null	S	2	80	Okiru
1,536,227,023.389737	CjoLQp29eso4kCyl1	192.168.100.111	17,576	95.199.68.10	8,081	tcp	null	0.000178	S0	null	null	S	2	80	PartOfAHorizontalPortScan
1,536,227,023.38992	C2aLgPxD41pOlQel6	192.168.100.111	18,344	156.233.80.98	52,869	tcp	null	0.000002	S0	null	null	S	2	80	DDoS