Split (2)

train · 82.3k rows

id int64 1 82.3k	dur float64 0 60	proto stringclasses 131 values	service stringclasses 13 values	state stringclasses 7 values	spkts int64 1 10.6k	dpkts int64 0 11k	sbytes int64 24 14.4M	dbytes int64 0 14.7M	rate float64 0 1M	sttl int64 0 255	dttl int64 0 253	sload float64 0 5.27B	dload float64 0 20.8M	sloss int64 0 5.32k	dloss int64 0 5.51k	sinpkt float64 0 60k	dinpkt float64 0 57.7k	sjit float64 0 1.48M	djit float64 0 463k	swin int64 0 255	stcpb int64 0 4.29B	dtcpb int64 0 4.29B	dwin int64 0 255	tcprtt float64 0 3.82	synack float64 0 3.23	ackdat float64 0 2.93	smean int64 24 1.5k	dmean int64 0 1.5k	ct_srv_src int64 1 63	ct_state_ttl int64 0 6	ct_dst_ltm int64 1 59	ct_src_dport_ltm int64 1 59	ct_dst_sport_ltm int64 1 38	ct_dst_src_ltm int64 1 63	ct_src_ltm int64 1 60	ct_srv_dst int64 1 62	is_sm_ips_ports int64 0 1	attack_cat stringclasses 10 values
82,301	0.463934	tcp	-	FIN	10	6	588	268	32.332185	254	252	9,139.230469	3,862.618408	2	1	49.862556	76.591797	2,735.326617	124.750578	255	1,813,275,157	403,283,312	255	0.184552	0.080966	0.103586	59	45	2	1	1	1	1	2	1	2	0	Normal
82,302	1.182365	tcp	-	FIN	10	8	588	354	14.377964	254	252	3,586.033203	2,097.491211	2	1	129.526	157.110281	8,060.749954	228.635922	255	579,292,474	2,142,553,042	255	0.187441	0.082587	0.104854	59	44	2	1	1	1	1	2	1	2	0	Normal
82,303	0.449797	tcp	-	FIN	10	6	588	268	33.348377	254	252	9,426.474609	3,984.019531	2	1	46.214778	76.966797	2,370.798462	109.511102	255	1,685,404,583	1,177,511,838	255	0.115592	0.064962	0.05063	59	45	2	1	1	1	1	2	1	2	0	Normal
82,304	0.87001	tcp	-	FIN	10	6	588	268	17.241181	254	252	4,873.507324	2,059.746338	2	1	94.433	135.309	5,339.727953	237.200656	255	1,500,943,045	1,441,992,842	255	0.273498	0.193462	0.080036	59	45	2	1	1	1	1	2	1	2	0	Normal
82,305	1.766424	tcp	-	FIN	10	8	588	354	9.623964	254	252	2,400.329834	1,403.966431	2	1	192.876889	246.954	13,800.73453	358.776313	255	2,420,472,018	1,098,293,943	255	0.090915	0.037742	0.053173	59	44	1	1	1	1	1	1	1	1	0	Normal
82,306	1.02508	tcp	-	FIN	10	6	588	268	14.633005	254	252	4,136.262695	1,748.15625	2	1	104.908667	187.497594	6,527.054366	314.669188	255	2,904,480,762	3,535,945,372	255	0.155872	0.087582	0.06829	59	45	1	1	1	1	1	1	1	1	0	Normal
82,307	0.498365	tcp	-	FIN	10	6	588	268	30.098421	254	252	8,507.820312	3,595.758057	2	1	54.108778	83.815797	2,856.796614	144.256875	255	1,218,588,601	1,053,973,200	255	0.173253	0.079284	0.093969	59	45	1	1	1	1	1	1	1	1	0	Normal
82,308	0.971427	tcp	-	FIN	10	8	588	354	17.500028	254	252	4,364.712891	2,552.945312	2	1	103.537333	129.011289	5,704.76773	232.953141	255	3,275,563,102	1,956,259,247	255	0.157853	0.068347	0.089506	59	44	2	1	2	2	1	2	2	2	0	Normal
82,309	0.467263	tcp	-	FIN	10	6	588	268	32.101835	254	252	9,074.118164	3,835.099121	2	1	51.809444	83.736398	2,706.544263	137.749484	255	3,265,944,321	447,164,267	255	0.166657	0.048575	0.118082	59	45	2	1	2	2	1	2	2	2	0	Normal
82,310	1.026355	tcp	-	FIN	10	8	588	354	16.563469	254	252	4,131.124023	2,416.317871	2	1	113.982	138.440578	8,451.842384	195.614281	255	1,897,676,386	2,474,085,714	255	0.10692	0.05727	0.04965	59	44	2	1	1	1	1	2	1	2	0	Normal
82,311	1.363057	tcp	-	FIN	10	8	588	354	12.471965	254	252	3,110.655029	1,819.439697	2	1	143.558	186.616719	9,408.307343	257.677078	255	1,740,750,745	600,037,984	255	0.114715	0.056739	0.057976	59	44	2	1	1	1	1	2	1	2	0	Normal
82,312	0.888738	tcp	-	FIN	10	6	588	268	16.877865	254	252	4,770.810059	2,016.342285	2	1	96.932111	164.411203	5,672.151413	298.636563	255	1,483,650,619	1,231,869,643	255	0.142152	0.066679	0.075473	59	45	3	1	1	1	1	2	1	2	0	Normal
82,313	1.173606	tcp	-	FIN	10	8	588	354	14.48527	254	252	3,612.796631	2,113.145264	2	1	124.913111	155.711422	8,129.774922	207.543859	255	1,315,295,959	2,061,446,990	255	0.1435	0.083616	0.059884	59	44	1	1	1	1	1	1	1	1	0	Normal
82,314	0.000009	udp	-	INT	2	0	104	0	111,111.1072	254	0	46,222,220	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	52	0	1	2	1	1	1	1	1	1	0	Normal
82,315	0.524434	tcp	-	FIN	10	6	588	268	28.602266	254	252	8,084.907227	3,417.017334	2	1	54.837556	88.782797	2,932.416239	142.5535	255	2,572,742,215	3,690,476,903	255	0.13436	0.080514	0.053846	59	45	1	1	1	1	1	1	1	1	0	Normal
82,316	0.000001	udp	-	INT	2	0	104	0	1,000,000.003	254	0	416,000,000	0	0	0	0.001	0	0	0	0	0	0	0	0	0	0	52	0	2	2	1	1	1	2	1	2	0	Normal
82,317	0.000001	udp	-	INT	2	0	104	0	1,000,000.003	254	0	416,000,000	0	0	0	0.001	0	0	0	0	0	0	0	0	0	0	52	0	2	2	1	1	1	2	2	2	0	Normal
82,318	0.947039	tcp	-	FIN	10	6	588	268	15.838841	254	252	4,477.112305	1,892.213501	2	1	105.122222	170.939	6,914.180626	308.874563	255	3,714,205,944	3,164,085,634	255	0.172227	0.09234	0.079887	59	45	4	1	1	1	1	4	1	4	0	Normal
82,319	0.000009	udp	-	INT	2	0	104	0	111,111.1072	254	0	46,222,220	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	52	0	2	2	1	1	1	2	1	2	0	Normal
82,320	0.811914	tcp	-	FIN	10	6	588	268	18.474862	254	252	5,222.228027	2,207.130127	2	1	83.216333	138.888594	4,368.102356	195.623781	255	3,487,870,721	2,884,385,558	255	0.237125	0.117467	0.119658	59	45	4	1	1	1	1	4	1	4	0	Normal
82,321	0.00001	udp	-	INT	2	0	104	0	100,000.0025	254	0	41,600,000	0	0	0	0.01	0	0	0	0	0	0	0	0	0	0	52	0	2	2	1	1	1	2	1	2	0	Normal
82,322	0.000001	udp	-	INT	2	0	104	0	1,000,000.003	254	0	416,000,000	0	0	0	0.001	0	0	0	0	0	0	0	0	0	0	52	0	2	2	1	1	1	2	1	2	0	Normal
82,323	0.000004	udp	-	INT	2	0	104	0	250,000.0006	254	0	104,000,000	0	0	0	0.004	0	0	0	0	0	0	0	0	0	0	52	0	1	2	1	1	1	1	1	1	0	Normal
82,324	5.16741	tcp	-	FIN	108	24	138,067	1,042	25.351192	254	252	211,771.8594	1,546.616211	51	1	48.287767	221.155219	9,709.118613	559.5605	255	2,309,382,861	4,150,989,117	255	0.140691	0.080831	0.05986	1,278	43	1	1	1	1	1	1	1	3	0	Normal
82,325	0.000006	udp	-	INT	2	0	104	0	166,666.6608	254	0	69,333,328	0	0	0	0.006	0	0	0	0	0	0	0	0	0	0	52	0	2	2	1	1	1	2	1	2	0	Normal
82,326	0.00001	udp	-	INT	2	0	104	0	100,000.0025	254	0	41,600,000	0	0	0	0.01	0	0	0	0	0	0	0	0	0	0	52	0	2	2	1	1	1	2	1	2	0	Normal
82,327	0.000009	udp	-	INT	2	0	104	0	111,111.1072	254	0	46,222,220	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	52	0	1	2	1	1	1	1	1	1	0	Normal
82,328	0.000005	udp	-	INT	2	0	104	0	200,000.0051	254	0	83,200,000	0	0	0	0.005	0	0	0	0	0	0	0	0	0	0	52	0	1	2	2	1	1	2	2	1	0	Normal
82,329	1.106101	tcp	-	FIN	20	8	18,062	354	24.410067	254	252	124,104.3984	2,242.109863	7	1	55.880051	143.7	4,798.130981	190.980813	255	1,072,535,109	3,284,291,478	255	0.173208	0.100191	0.073017	903	44	1	1	2	1	1	1	3	2	0	Normal
82,330	0	arp	-	INT	1	0	46	0	0	0	0	0	0	0	0	60,000.72	0	0	0	0	0	0	0	0	0	0	46	0	1	2	1	1	1	1	1	1	1	Normal
82,331	0	arp	-	INT	1	0	46	0	0	0	0	0	0	0	0	60,000.732	0	10.954518	0	0	0	0	0	0	0	0	46	0	1	2	1	1	1	1	1	1	1	Normal
82,332	0.000009	udp	-	INT	2	0	104	0	111,111.1072	254	0	46,222,220	0	0	0	0.009	0	0	0	0	0	0	0	0	0	0	52	0	1	2	1	1	1	1	1	1	0	Normal

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