Datasets:

maruuf
/

iotid20_dataset

Flow_Duration int64	Dst_Port int64	Flow_IAT_Min float64	Flow_IAT_Mean float64	Flow_IAT_Max float64	Flow_Pkts/s float64	Flow_Byts/s float64	Pkt_Len_Max float64	Pkt_Len_Mean float64	Pkt_Size_Avg float64	Pkt_Len_Min float64	Pkt_Len_Std float64	Idle_Min float64	Idle_Mean float64	Idle_Max float64	Fwd_Pkts/s float64	Bwd_Pkts/s float64	Init_Bwd_Win_Byts int64	ACK_Flag_Cnt int64	SYN_Flag_Cnt int64	Bwd_Header_Len int64	Fwd_Pkt_Len_Max float64	Fwd_Pkt_Len_Min float64	Bwd_Pkt_Len_Max float64	Bwd_Pkt_Len_Mean float64	Label string
75	10,101	75	75	75	26,666.666667	32,160,000	1,430	1,280.666667	1,921	982	258.652921	75	75	75	13,333.333333	13,333.333333	-1	0	0	8	982	982	1,430	1,430	Mirai-Ackflooding
5,310	554	1,056	2,655	4,254	564.971751	0	0	0	0	0	0	1,056	2,655	4,254	188.323917	376.647834	14,600	0	1	44	0	0	0	0	DoS-Synflooding
141	9,020	70	70.5	71	21,276.595745	19,900,709.219858	1,388	1,048.5	1,398	30	679	70	70.5	71	0	21,276.595745	1,869	1	0	96	0	0	1,388	935.333333	Scan Port OS
151	9,020	151	151	151	13,245.033113	18,384,105.960265	1,388	1,388	2,082	1,388	0	151	151	151	0	13,245.033113	1,869	1	0	64	0	0	1,388	1,388	Mirai-Hostbruteforceg
153	1,900	76	76.5	77	19,607.843137	8,535,947.712418	452	431.5	575.333333	420	15.176737	76	76.5	77	13,071.895425	6,535.947712	-1	0	0	8	452	434	420	420	Mirai-Hostbruteforceg
157	443	74	78.5	83	19,108.280255	0	0	0	0	0	0	74	78.5	83	12,738.853503	6,369.426752	5,840	1	0	32	0	0	0	0	Mirai-Hostbruteforceg
139	8,899	4	6.95	10	151,079.136691	4,834,532.374101	32	32	33.52381	32	0	4	6.95	10	143,884.892086	7,194.244604	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
112	443	112	112	112	17,857.142857	25,857,142.857143	1,448	1,448	2,172	1,448	0	112	112	112	0	17,857.142857	155	1	0	64	0	0	1,448	1,448	Scan Port OS
86	8,899	86	86	86	23,255.813953	744,186.046512	32	32	48	32	0	86	86	86	11,627.906977	11,627.906977	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
6,799	554	6,799	6,799	6,799	294.160906	0	0	0	0	0	0	6,799	6,799	6,799	0	294.160906	14,600	0	1	44	0	0	0	0	DoS-Synflooding
54	443	9	13.5	20	92,592.592593	75,481,481.481481	1,460	922.666667	1,107.2	0	724.327734	9	13.5	20	37,037.037037	55,555.555556	2,048	1	0	60	0	0	1,460	1,358.666667	Mirai-Hostbruteforceg
165	43,238	165	165	165	12,121.212121	17,466,666.666667	1,441	1,441	2,161.5	1,441	0	165	165	165	6,060.606061	6,060.606061	252	1	0	32	1,441	1,441	1,441	1,441	Mirai-UDP Flooding
199	443	76	99.5	123	15,075.376884	21,105,527.638191	1,400	1,400	1,866.666667	1,400	0	76	99.5	123	10,050.251256	5,025.125628	2,800	1	0	20	1,400	1,400	1,400	1,400	Mirai-UDP Flooding
212	10,101	70	70.666667	71	18,867.924528	26,981,132.075472	1,430	1,430	1,787.5	1,430	0	70	70.666667	71	14,150.943396	4,716.981132	-1	0	0	8	1,430	1,430	1,430	1,430	Mirai-HTTP Flooding
40	8,899	1	4	7	275,000	8,800,000	32	32	34.909091	32	0	3	4.333333	7	250,000	25,000	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
60,431	44,144	121	5,493.727273	43,394	198.57358	112,144.429184	1,388	605.692308	656.166667	0	589.742371	1,394	9,708.333333	43,394	82.738992	115.834588	32,678	1	0	224	1,388	1,041	1,097	156.714286	DoS-Synflooding
293	10,101	73	73.25	74	17,064.846416	573,378.83959	40	34.666667	41.6	32	4.131182	73	73.25	74	0	17,064.846416	-1	0	0	40	0	0	40	33.6	Mirai-HTTP Flooding
120	49,784	120	120	120	16,666.666667	11,816,666.666667	1,388	935.333333	1,403	30	784.041666	120	120	120	8,333.333333	8,333.333333	1,869	1	0	32	30	30	1,388	1,388	Normal
154	10,101	154	154	154	12,987.012987	467,532.467532	40	37.333333	56	32	4.618802	154	154	154	0	12,987.012987	-1	0	0	16	0	0	40	36	Mirai-Ackflooding
267	8,899	2	133.5	265	11,235.955056	359,550.561798	32	32	42.666667	32	0	2	133.5	265	7,490.636704	3,745.318352	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
252	10,101	69	84	113	15,873.015873	22,698,412.698413	1,430	1,430	1,787.5	1,430	0	69	84	113	11,904.761905	3,968.253968	-1	0	0	8	1,430	1,430	1,430	1,430	Mirai-Ackflooding
74	51,875	74	74	74	27,027.027027	24,648,648.648649	1,448	1,090.666667	1,636	376	618.919489	74	74	74	13,513.513514	13,513.513514	252	1	0	32	376	376	1,448	1,448	Mirai-Hostbruteforceg
123	52,717	123	123	123	16,260.162602	0	0	0	0	0	0	123	123	123	0	16,260.162602	32,505	1	0	64	0	0	0	0	Scan Port OS
199	10,101	199	199	199	10,050.251256	7,396,984.924623	1,430	967.333333	1,451	42	801.362174	199	199	199	5,025.125628	5,025.125628	-1	0	0	8	42	42	1,430	1,430	Mirai-Ackflooding
143	7,100	143	143	143	13,986.013986	19,916,083.916084	1,424	1,424	2,136	1,424	0	143	143	143	0	13,986.013986	31	1	0	40	0	0	1,424	1,424	Mirai-Hostbruteforceg
194	10,101	73	97	121	15,463.917526	22,113,402.061856	1,430	1,430	1,906.666667	1,430	0	73	97	121	10,309.278351	5,154.639175	-1	0	0	8	1,430	1,430	1,430	1,430	Mirai-Ackflooding
228	10,101	75	76	77	17,543.859649	596,491.22807	40	35.2	44	32	4.38178	75	76	77	0	17,543.859649	-1	0	0	32	0	0	40	34	Mirai-Ackflooding
273	10,101	72	91	128	14,652.014652	20,483,516.483516	1,430	1,404.4	1,755.5	1,302	57.24334	72	91	128	10,989.010989	3,663.003663	-1	0	0	8	1,430	1,302	1,430	1,430	Mirai-UDP Flooding
124	9,020	124	124	124	16,129.032258	0	0	0	0	0	0	124	124	124	8,064.516129	8,064.516129	32,679	1	0	32	0	0	0	0	Scan Hostport
153	443	76	76.5	77	19,607.843137	28,392,156.862745	1,448	1,448	1,930.666667	1,448	0	76	76.5	77	0	19,607.843137	82	1	0	96	0	0	1,448	1,448	Mirai-Hostbruteforceg
73	9,020	73	73	73	27,397.260274	0	0	0	0	0	0	73	73	73	13,698.630137	13,698.630137	32,374	1	0	32	0	0	0	0	Scan Port OS
198	10,101	73	99	125	15,151.515152	17,565,656.565657	1,430	1,227	1,636	618	406	73	99	125	10,101.010101	5,050.505051	-1	0	0	8	1,430	618	1,430	1,430	Mirai-Ackflooding
230	56,369	74	115	156	13,043.478261	18,782,608.695652	1,440	1,440	1,920	1,440	0	74	115	156	8,695.652174	4,347.826087	123	1	0	20	1,440	1,440	1,440	1,440	Mirai-Ackflooding
149	52,919	149	149	149	13,422.818792	9,516,778.52349	1,388	935.333333	1,403	30	784.041666	149	149	149	6,711.409396	6,711.409396	1,869	1	0	32	30	30	1,388	1,388	Mirai-Hostbruteforceg
235	443	235	235	235	8,510.638298	12,323,404.255319	1,448	1,448	2,172	1,448	0	235	235	235	0	8,510.638298	155	1	0	64	0	0	1,448	1,448	Mirai-HTTP Flooding
154	10,101	154	154	154	12,987.012987	259,740.25974	20	20	30	20	0	154	154	154	6,493.506494	6,493.506494	-1	0	0	8	20	20	20	20	Mirai-UDP Flooding
286	10,101	70	71.5	74	17,482.517483	25,000,000	1,430	1,430	1,716	1,430	0	70	71.5	74	13,986.013986	3,496.503497	-1	0	0	8	1,430	1,430	1,430	1,430	Mirai-UDP Flooding
117	51,875	117	117	117	17,094.017094	24,752,136.752137	1,448	1,448	2,172	1,448	0	117	117	117	8,547.008547	8,547.008547	252	1	0	32	1,448	1,448	1,448	1,448	Mirai-Hostbruteforceg
4,125	554	289	687.5	2,322	1,696.969697	0	0	0	0	0	0	2,322	2,322	2,322	1,212.121212	484.848485	14,600	0	1	44	0	0	0	0	DoS-Synflooding
300	10,101	69	100	120	13,333.333333	18,546,666.666667	1,430	1,398.8	1,748.5	1,274	69.765321	69	100	120	10,000	3,333.333333	-1	0	0	8	1,430	1,274	1,430	1,430	Mirai-HTTP Flooding
161	1,900	161	161	161	12,422.360248	2,173,913.043478	175	175	262.5	175	0	161	161	161	6,211.180124	6,211.180124	-1	0	0	8	175	175	175	175	Mirai-HTTP Flooding
112	10,101	112	112	112	17,857.142857	25,535,714.285714	1,430	1,430	2,145	1,430	0	112	112	112	8,928.571429	8,928.571429	-1	0	0	8	1,430	1,430	1,430	1,430	Mirai-Hostbruteforceg
118	43,238	118	118	118	16,949.152542	24,423,728.813559	1,441	1,441	2,161.5	1,441	0	118	118	118	8,474.576271	8,474.576271	252	1	0	32	1,441	1,441	1,441	1,441	Mirai-Ackflooding
131	9,020	131	131	131	15,267.175573	21,190,839.694656	1,388	1,388	2,082	1,388	0	131	131	131	0	15,267.175573	1,869	1	0	64	0	0	1,388	1,388	Scan Port OS
124	9,020	124	124	124	16,129.032258	11,435,483.870968	1,388	935.333333	1,403	30	784.041666	124	124	124	0	16,129.032258	1,869	1	0	64	0	0	1,388	709	Scan Hostport
125	9,020	125	125	125	16,000	0	0	0	0	0	0	125	125	125	8,000	8,000	32,505	1	0	32	0	0	0	0	Scan Port OS
160	9,020	74	80	86	18,750	0	0	0	0	0	0	74	80	86	12,500	6,250	32,679	1	0	32	0	0	0	0	Scan Port OS
73	49,784	73	73	73	27,397.260274	0	0	0	0	0	0	73	73	73	0	27,397.260274	32,683	1	0	64	0	0	0	0	Normal
367	49,784	367	367	367	5,449.591281	3,782,016.348774	1,388	925.333333	1,388	0	801.362174	367	367	367	0	5,449.591281	32,679	1	0	64	0	0	1,388	694	Normal
147	7,760	147	147	147	13,605.442177	19,047,619.047619	1,400	1,400	2,100	1,400	0	147	147	147	6,802.721088	6,802.721088	1,750	1	0	20	1,400	1,400	1,400	1,400	Mirai-Hostbruteforceg
451	9,020	85	225.5	366	6,651.884701	9,232,815.964523	1,388	1,388	1,850.666667	1,388	0	85	225.5	366	0	6,651.884701	1,869	1	0	96	0	0	1,388	1,388	Normal
89	9,020	89	89	89	22,471.910112	15,932,584.269663	1,388	935.333333	1,403	30	784.041666	89	89	89	0	22,471.910112	1,869	1	0	64	0	0	1,388	709	MITM ARP Spoofing
13	8,899	13	13	13	153,846.153846	4,923,076.923077	32	32	48	32	0	13	13	13	76,923.076923	76,923.076923	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
80	51,875	80	80	80	25,000	36,200,000	1,448	1,448	2,172	1,448	0	80	80	80	12,500	12,500	252	1	0	32	1,448	1,448	1,448	1,448	Mirai-Hostbruteforceg
233	10,101	233	233	233	8,583.690987	10,420,600.858369	1,430	1,142	1,713	998	249.415316	233	233	233	4,291.845494	4,291.845494	-1	0	0	8	1,430	1,430	998	998	Mirai-Ackflooding
190	10,101	73	95	117	15,789.473684	22,578,947.368421	1,430	1,430	1,906.666667	1,430	0	73	95	117	10,526.315789	5,263.157895	-1	0	0	8	1,430	1,430	1,430	1,430	Mirai-UDP Flooding
159	52,704	74	79.5	85	18,867.924528	0	0	0	0	0	0	74	79.5	85	0	18,867.924528	32,768	1	0	132	0	0	0	0	Scan Port OS
144	10,101	72	72	72	20,833.333333	666,666.666667	32	32	42.666667	32	0	72	72	72	0	20,833.333333	-1	0	0	24	0	0	32	32	Mirai-Hostbruteforceg
82	8,043	82	82	82	24,390.243902	439,024.390244	18	18	27	18	0	82	82	82	12,195.121951	12,195.121951	-1	0	0	8	18	18	18	18	Mirai-UDP Flooding
152	8,899	152	152	152	13,157.894737	421,052.631579	32	32	48	32	0	152	152	152	6,578.947368	6,578.947368	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
149	9,020	74	74.5	75	20,134.228188	27,946,308.724832	1,388	1,388	1,850.666667	1,388	0	74	74.5	75	0	20,134.228188	1,869	1	0	96	0	0	1,388	1,388	Scan Port OS
115	443	115	115	115	17,391.304348	25,182,608.695652	1,448	1,448	2,172	1,448	0	115	115	115	0	17,391.304348	139	1	0	64	0	0	1,448	1,448	MITM ARP Spoofing
27	8,899	2	5.4	10	222,222.222222	7,111,111.111111	32	32	37.333333	32	0	2	5.4	10	185,185.185185	37,037.037037	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
72	9,988	2	4.235294	12	250,000	8,000,000	32	32	33.777778	32	0	2	4.235294	12	236,111.111111	13,888.888889	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
80	9,020	80	80	80	25,000	0	0	0	0	0	0	80	80	80	12,500	12,500	32,511	1	0	32	0	0	0	0	Scan Hostport
118	43,238	118	118	118	16,949.152542	24,423,728.813559	1,441	1,441	2,161.5	1,441	0	118	118	118	8,474.576271	8,474.576271	252	1	0	32	1,441	1,441	1,441	1,441	Mirai-UDP Flooding
128	10,101	128	128	128	15,625	562,500	40	37.333333	56	32	4.618802	128	128	128	0	15,625	-1	0	0	16	0	0	40	36	Mirai-Ackflooding
13,406	554	13,406	13,406	13,406	149.186931	0	0	0	0	0	0	13,406	13,406	13,406	0	149.186931	14,600	0	1	44	0	0	0	0	DoS-Synflooding
116	443	116	116	116	17,241.37931	24,137,931.034483	1,400	1,400	2,100	1,400	0	116	116	116	8,620.689655	8,620.689655	4,550	1	0	20	1,400	1,400	1,400	1,400	Mirai-Hostbruteforceg
12	9,988	0	0.521739	2	2,000,000	64,000,000	32	32	33.333333	32	0	2	2	2	1,916,666.666667	83,333.333333	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
192	10,101	74	96	118	15,625	22,343,750	1,430	1,430	1,906.666667	1,430	0	74	96	118	10,416.666667	5,208.333333	-1	0	0	8	1,430	1,430	1,430	1,430	Mirai-HTTP Flooding
86	443	86	86	86	23,255.813953	33,674,418.604651	1,448	1,448	2,172	1,448	0	86	86	86	0	23,255.813953	155	1	0	64	0	0	1,448	1,448	MITM ARP Spoofing
128	7,100	128	128	128	15,625	0	0	0	0	0	0	128	128	128	7,812.5	7,812.5	4,051	1	0	20	0	0	0	0	Mirai-Hostbruteforceg
130	56,196	130	130	130	15,384.615385	10,907,692.307692	1,388	935.333333	1,403	30	784.041666	130	130	130	7,692.307692	7,692.307692	1,869	1	0	32	30	30	1,388	1,388	Mirai-Hostbruteforceg
56	8,899	5	8	11	142,857.142857	4,571,428.571429	32	32	36	32	0	5	8	11	125,000	17,857.142857	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
30	8,899	5	15	25	100,000	3,200,000	32	32	42.666667	32	0	5	15	25	66,666.666667	33,333.333333	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
81	443	81	81	81	24,691.358025	0	0	0	0	0	0	81	81	81	12,345.679012	12,345.679012	4,165	1	0	32	0	0	0	0	MITM ARP Spoofing
74	443	74	74	74	27,027.027027	0	0	0	0	0	0	74	74	74	13,513.513514	13,513.513514	1,023	1	0	32	0	0	0	0	Mirai-Hostbruteforceg
218	10,101	76	109	142	13,761.46789	13,807,339.449541	1,430	1,110	1,480	150	640	76	109	142	9,174.311927	4,587.155963	-1	0	0	8	1,430	150	1,430	1,430	Mirai-UDP Flooding
196	9,020	76	98	120	15,306.122449	14,316,326.530612	1,388	1,048.5	1,398	30	679	76	98	120	0	15,306.122449	1,869	1	0	96	0	0	1,388	935.333333	Normal
421	9,020	421	421	421	4,750.593824	0	0	0	0	0	0	421	421	421	0	4,750.593824	5,288	1	0	64	0	0	0	0	Normal
47	23	47	47	47	42,553.191489	0	0	0	0	0	0	47	47	47	21,276.595745	21,276.595745	65,535	1	1	32	0	0	0	0	Mirai-Hostbruteforceg
129	56,196	129	129	129	15,503.875969	0	0	0	0	0	0	129	129	129	0	15,503.875969	32,594	1	0	64	0	0	0	0	Mirai-Hostbruteforceg
280	8,899	3	14.736842	150	71,428.571429	2,285,714.285714	32	32	33.6	32	0	3	14.736842	150	67,857.142857	3,571.428571	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
237	43,238	237	237	237	8,438.818565	12,160,337.552743	1,441	1,441	2,161.5	1,441	0	237	237	237	4,219.409283	4,219.409283	252	1	0	32	1,441	1,441	1,441	1,441	Mirai-HTTP Flooding
284	10,101	75	94.666667	134	14,084.507042	20,140,845.070423	1,430	1,430	1,787.5	1,430	0	75	94.666667	134	10,563.380282	3,521.126761	-1	0	0	8	1,430	1,430	1,430	1,430	Mirai-UDP Flooding
84	443	84	84	84	23,809.52381	34,476,190.47619	1,448	1,448	2,172	1,448	0	84	84	84	0	23,809.52381	155	1	0	64	0	0	1,448	1,448	Mirai-Hostbruteforceg
21	8,899	10	10.5	11	142,857.142857	4,571,428.571429	32	32	42.666667	32	0	10	10.5	11	95,238.095238	47,619.047619	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
16	8,899	16	16	16	125,000	4,000,000	32	32	48	32	0	16	16	16	62,500	62,500	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
151	8,899	19	75.5	132	19,867.549669	635,761.589404	32	32	42.666667	32	0	19	75.5	132	13,245.033113	6,622.516556	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
13	8,899	13	13	13	153,846.153846	4,923,076.923077	32	32	48	32	0	13	13	13	76,923.076923	76,923.076923	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
117	9,020	117	117	117	17,094.017094	12,119,658.119658	1,388	935.333333	1,403	30	784.041666	117	117	117	0	17,094.017094	1,869	1	0	64	0	0	1,388	709	Mirai-Hostbruteforceg
5,490	554	5,490	5,490	5,490	364.298725	0	0	0	0	0	0	5,490	5,490	5,490	0	364.298725	14,600	0	1	44	0	0	0	0	DoS-Synflooding
142	47,448	71	71	71	21,126.760563	30,591,549.295775	1,448	1,448	1,930.666667	1,448	0	71	71	71	14,084.507042	7,042.253521	70	1	0	32	1,448	1,448	1,448	1,448	Mirai-Hostbruteforceg
77	52,704	77	77	77	25,974.025974	18,415,584.415584	1,388	935.333333	1,403	30	784.041666	77	77	77	12,987.012987	12,987.012987	1,869	1	0	32	30	30	1,388	1,388	Scan Port OS
90	9,988	0	3	22	344,444.444444	11,022,222.222222	32	32	33.032258	32	0	2	4.444444	22	333,333.333333	11,111.111111	-1	0	0	8	32	32	32	32	Mirai-UDP Flooding
113	9,020	113	113	113	17,699.115044	24,566,371.681416	1,388	1,388	2,082	1,388	0	113	113	113	0	17,699.115044	1,869	1	0	64	0	0	1,388	1,388	Mirai-Hostbruteforceg
78	10,101	78	78	78	25,641.025641	512,820.512821	20	20	30	20	0	78	78	78	12,820.512821	12,820.512821	-1	0	0	8	20	20	20	20	Mirai-Ackflooding
114	10,101	114	114	114	17,543.859649	25,087,719.298246	1,430	1,430	2,145	1,430	0	114	114	114	8,771.929825	8,771.929825	-1	0	0	8	1,430	1,430	1,430	1,430	Mirai-Ackflooding
139	9,020	139	139	139	14,388.489209	0	0	0	0	0	0	139	139	139	7,194.244604	7,194.244604	32,679	1	0	32	0	0	0	0	Mirai-Hostbruteforceg

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