Datasets:

agrawalchaitany
/

cyberbert_dataset

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 2.52M rows

Destination Port float64	Flow Duration float64	Total Fwd Packets float64	Total Backward Packets float64	Total Length of Fwd Packets float64	Total Length of Bwd Packets float64	Fwd Packet Length Max float64	Fwd Packet Length Min float64	Fwd Packet Length Mean float64	Fwd Packet Length Std float64	Bwd Packet Length Max float64	Bwd Packet Length Min float64	Bwd Packet Length Mean float64	Bwd Packet Length Std float64	Flow Bytes/s float64	Flow Packets/s float64	Flow IAT Mean float64	Flow IAT Std float64	Flow IAT Max float64	Flow IAT Min float64	Fwd IAT Total float64	Fwd IAT Mean float64	Fwd IAT Std float64	Fwd IAT Max float64	Fwd IAT Min float64	Bwd IAT Total float64	Bwd IAT Mean float64	Bwd IAT Std float64	Bwd IAT Max float64	Bwd IAT Min float64	Fwd Header Length float64	Bwd Header Length float64	Fwd Packets/s float64	Bwd Packets/s float64	Min Packet Length float64	Max Packet Length float64	Packet Length Mean float64	Packet Length Std float64	Packet Length Variance float64	FIN Flag Count float64	PSH Flag Count float64	ACK Flag Count float64	URG Flag Count float64	Down/Up Ratio float64	Average Packet Size float64	Avg Fwd Segment Size float64	Avg Bwd Segment Size float64	Fwd Header Length.1 float64	Subflow Fwd Packets float64	Subflow Fwd Bytes float64	Subflow Bwd Packets float64	Subflow Bwd Bytes float64	Init_Win_bytes_forward float64	Init_Win_bytes_backward float64	act_data_pkt_fwd float64	min_seg_size_forward float64	Active Mean float64	Active Std float64	Active Max float64	Active Min float64	Idle Mean float64	Idle Std float64	Idle Max float64	Idle Min float64	Label string
53	61,748	2	2	68	188	34	34	34	0	94	94	94	0	4,145.883267	64.779426	20,582.66667	35,567.08598	61,652	48	48	48	0	48	48	48	48	0	48	48	64	40	32.389713	32.389713	34	94	58	32.863353	1,080	0	0	0	0	1	72.5	34	94	64	2	68	2	188	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
55,467	68	1	1	6	6	6	6	6	0	6	6	6	0	176,470.5882	29,411.76471	68	0	68	68	0	0	0	0	0	0	0	0	0	0	20	20	14,705.88235	14,705.88235	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	913	256	0	20	0	0	0	0	0	0	0	0	BENIGN
80	11,514,019	8	5	317	11,632	317	0	39.625	112.076425	5,840	0	2,326.4	3,185.599598	1,037.778381	1.129058	959,501.5833	2,262,889.677	6,507,991	1	6,511,906	930,272.2857	2,460,460.429	6,510,072	1	11,500,000	2,878,493.25	3,379,362.775	6,507,991	192	264	168	0.694805	0.434253	0	5,840	853.5	2,104.114678	4,427,298.577	0	1	0	0	0	919.153846	39.625	2,326.4	264	8	317	5	11,632	29,200	235	1	32	916	0	916	916	6,507,991	0	6,507,991	6,507,991	DoS GoldenEye
53	61,109	2	2	74	236	37	37	37	0	118	118	118	0	5,072.902518	65.456807	20,369.66667	35,270.03944	61,096	3	10	10	0	10	10	3	3	0	3	3	64	80	32.728403	32.728403	37	118	69.4	44.365527	1,968.3	0	0	0	0	1	86.75	37	118	64	2	74	2	236	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
55,775	213	2	0	12	0	6	6	6	0	0	0	0	0	56,338.02817	9,389.671362	213	0	213	213	213	213	0	213	213	0	0	0	0	0	40	0	9,389.671362	0	6	6	6	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	6,702	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	256	2	2	58	570	29	29	29	0	285	285	285	0	2,453,125	15,625	85.333333	141.740373	249	3	3	3	0	3	3	4	4	0	4	4	40	40	7,812.5	7,812.5	29	285	131.4	140.216975	19,660.8	0	0	0	0	1	164.25	29	285	40	2	58	2	570	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
55,838	37	1	1	6	6	6	6	6	0	6	6	6	0	324,324.3243	54,054.05405	37	0	37	37	0	0	0	0	0	0	0	0	0	0	20	20	27,027.02703	27,027.02703	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	335	258	0	20	0	0	0	0	0	0	0	0	BENIGN
53	208	2	2	86	198	43	43	43	0	99	99	99	0	1,365,384.615	19,230.76923	69.333333	79.185436	157	3	48	48	0	48	48	3	3	0	3	3	40	40	9,615.384615	9,615.384615	43	99	65.4	30.672463	940.8	0	0	0	0	1	81.75	43	99	40	2	86	2	198	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	11,508,708	8	4	422	11,632	422	0	52.75	149.199531	11,632	0	2,908	5,816	1,047.380818	1.042689	1,046,246.182	2,350,212.333	6,503,426	1	6,510,574	930,082	2,459,959.185	6,508,745	1	11,500,000	3,836,211.333	3,405,031.364	6,503,426	862	264	136	0.695126	0.347563	0	11,632	927.230769	3,218.49691	10,400,000	0	1	0	0	0	1,004.5	52.75	2,908	264	8	422	4	11,632	29,200	235	1	32	936	0	936	936	6,503,426	0	6,503,426	6,503,426	DoS GoldenEye
54,156	43	1	1	6	6	6	6	6	0	6	6	6	0	279,069.7674	46,511.62791	43	0	43	43	0	0	0	0	0	0	0	0	0	0	20	20	23,255.81395	23,255.81395	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	913	256	0	20	0	0	0	0	0	0	0	0	BENIGN
443	148,116	1	1	0	0	0	0	0	0	0	0	0	0	0	13.50293	148,116	0	148,116	148,116	0	0	0	0	0	0	0	0	0	0	32	32	6.751465	6.751465	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	320	243	0	32	0	0	0	0	0	0	0	0	BENIGN
53	31,374	2	2	88	250	44	44	44	0	125	125	125	0	10,773.25174	127.494103	10,458	18,070.50201	31,324	1	1	1	0	1	1	49	49	0	49	49	64	64	63.747052	63.747052	44	125	76.4	44.365527	1,968.3	0	0	0	0	1	95.5	44	125	64	2	88	2	250	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	1,299	2	2	68	192	34	34	34	0	96	96	96	0	200,153.9646	3,079.291763	433	666.839561	1,203	48	48	48	0	48	48	48	48	0	48	48	40	40	1,539.645881	1,539.645881	34	96	58.8	33.958799	1,153.2	0	0	0	0	1	73.5	34	96	40	2	68	2	192	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	159	2	2	92	124	46	46	46	0	62	62	62	0	1,358,490.566	25,157.2327	53	85.737973	152	3	3	3	0	3	3	4	4	0	4	4	64	64	12,578.61635	12,578.61635	46	62	52.4	8.763561	76.8	0	0	0	0	1	65.5	46	62	64	2	92	2	124	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	11,513,096	7	6	334	11,632	334	0	47.714286	126.240134	5,792	0	1,938.666667	2,544.918912	1,039.338159	1.129149	959,424.6667	2,262,525.455	6,507,247	4	6,512,005	1,085,334.167	2,657,627.731	6,510,194	4	11,500,000	2,302,614.6	3,197,005.572	6,507,247	15	232	200	0.608003	0.521146	0	5,792	854.714286	1,856.748126	3,447,513.604	0	1	0	0	0	920.461539	47.714286	1,938.666667	232	7	334	6	11,632	29,200	235	1	32	859	0	859	859	6,507,247	0	6,507,247	6,507,247	DoS GoldenEye
53	62,246	2	2	60	344	30	30	30	0	172	172	172	0	6,490.376892	64.261157	20,748.66667	35,933.41476	62,241	1	1	1	0	1	1	4	4	0	4	4	64	64	32.130579	32.130579	30	172	86.8	77.776603	6,049.2	0	0	0	0	1	108.5	30	172	64	2	60	2	344	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
52,194	18	1	1	6	6	6	6	6	0	6	6	6	0	666,666.6667	111,111.1111	18	0	18	18	0	0	0	0	0	0	0	0	0	0	20	20	55,555.55556	55,555.55556	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	29	229	0	20	0	0	0	0	0	0	0	0	BENIGN
53	31,353	2	2	78	110	39	39	39	0	55	55	55	0	5,996.236405	127.579498	10,451	18,059.24304	31,304	1	1	1	0	1	1	48	48	0	48	48	64	64	63.789749	63.789749	39	55	45.4	8.763561	76.8	0	0	0	0	1	56.75	39	55	64	2	78	2	110	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
35,855	191	2	0	0	0	0	0	0	0	0	0	0	0	0	10,471.20419	191	0	191	191	191	191	0	191	191	0	0	0	0	0	64	0	10,471.20419	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	5,160	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	54,353	2	2	84	310	42	42	42	0	155	155	155	0	7,248.909904	73.592994	18,117.66667	31,369.46095	54,340	4	9	9	0	9	9	4	4	0	4	4	40	40	36.796497	36.796497	42	155	87.2	61.892649	3,830.7	0	0	0	0	1	109	42	155	40	2	84	2	310	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	37,886	4	2	120	124	30	30	30	0	62	62	62	0	6,440.373753	158.369846	7,577.2	11,090.13294	24,494	3	24,501	8,167	14,139.59678	24,494	3	3	3	0	3	3	80	40	105.579898	52.789949	30	62	39.142857	15.614401	243.809524	0	0	0	0	0	45.666667	30	62	80	4	120	2	124	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	172	2	2	70	166	35	35	35	0	83	83	83	0	1,372,093.023	23,255.81395	57.333333	93.243409	165	3	4	4	0	4	4	3	3	0	3	3	40	40	11,627.90698	11,627.90698	35	83	54.2	26.290683	691.2	0	0	0	0	1	67.75	35	83	40	2	70	2	166	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	275,672	2	2	56	120	28	28	28	0	60	60	60	0	638.439885	14.509997	91,890.66667	159,155.8393	275,668	1	1	1	0	1	1	3	3	0	3	3	40	40	7.254999	7.254999	28	60	40.8	17.527122	307.2	0	0	0	0	1	51	28	60	40	2	56	2	120	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	81,289	2	2	180	236	90	90	90	0	118	118	118	0	5,117.543579	49.20715	27,096.33333	46,927.89591	81,284	2	2	2	0	2	2	3	3	0	3	3	64	80	24.603575	24.603575	90	118	101.2	15.336232	235.2	0	0	0	0	1	126.5	90	118	64	2	180	2	236	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
38,792	96	1	1	0	0	0	0	0	0	0	0	0	0	0	20,833.33333	96	0	96	96	0	0	0	0	0	0	0	0	0	0	32	32	10,416.66667	10,416.66667	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	432	1,002	0	32	0	0	0	0	0	0	0	0	BENIGN
53	178	2	2	74	202	37	37	37	0	101	101	101	0	1,550,561.798	22,471.91011	59.333333	63.759967	128	2	2	2	0	2	2	48	48	0	48	48	40	40	11,235.95506	11,235.95506	37	101	62.6	35.054244	1,228.8	0	0	0	0	1	78.25	37	101	40	2	74	2	202	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	61,881	2	2	64	542	32	32	32	0	271	271	271	0	9,792.989771	64.640197	20,627	35,720.0838	61,873	4	4	4	0	4	4	4	4	0	4	4	80	64	32.320098	32.320098	32	271	127.6	130.905691	17,136.3	0	0	0	0	1	159.5	32	271	80	2	64	2	542	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
443	117,003	1	1	6	6	6	6	6	0	6	6	6	0	102.561473	17.093579	117,003	0	117,003	117,003	0	0	0	0	0	0	0	0	0	0	20	20	8.546789	8.546789	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	16,298	131	0	20	0	0	0	0	0	0	0	0	BENIGN
53	445	2	2	68	158	34	34	34	0	79	79	79	0	507,865.1685	8,988.764045	148.333333	172.917129	348	48	48	48	0	48	48	49	49	0	49	49	64	64	4,494.382022	4,494.382022	34	79	52	24.647515	607.5	0	0	0	0	1	65	34	79	64	2	68	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	11,504,060	10	4	426	11,632	426	0	42.6	134.713028	11,632	0	2,908	5,816	1,048.151696	1.216962	884,927.6923	2,180,635.08	6,502,449	0	6,508,018	723,113.1111	2,168,656.486	6,506,197	0	11,500,000	3,834,672.667	3,404,030.762	6,502,449	854	328	136	0.869258	0.347703	0	11,632	803.866667	2,997.521306	8,985,133.981	0	1	0	0	0	861.285714	42.6	2,908	328	10	426	4	11,632	29,200	235	1	32	896	0	896	896	6,502,449	0	6,502,449	6,502,449	DoS GoldenEye
53	31,239	2	2	82	182	41	41	41	0	91	91	91	0	8,450.974743	128.045072	10,413	18,033.24699	31,236	1	1	1	0	1	1	2	2	0	2	2	64	80	64.022536	64.022536	41	91	61	27.386128	750	0	0	0	0	1	76.25	41	91	64	2	82	2	182	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
60,946	45	1	1	6	6	6	6	6	0	6	6	6	0	266,666.6667	44,444.44444	45	0	45	45	0	0	0	0	0	0	0	0	0	0	20	20	22,222.22222	22,222.22222	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	245	16,062	0	20	0	0	0	0	0	0	0	0	BENIGN
53	30,975	4	4	168	388	42	42	42	0	97	97	97	0	17,949.95964	258.272801	4,425	11,605.23254	30,743	1	30,750	10,250	17,747.45861	30,743	3	98	32.666667	27.428695	49	1	128	128	129.1364	129.1364	42	97	66.444444	28.987545	840.277778	0	0	0	0	1	74.75	42	97	128	4	168	4	388	-1	-1	3	32	0	0	0	0	0	0	0	0	BENIGN
53	198,258	2	2	66	272	33	33	33	0	136	136	136	0	1,704.849237	20.175731	66,086	114,419.2787	198,206	3	49	49	0	49	49	3	3	0	3	3	40	64	10.087865	10.087865	33	136	74.2	56.415423	3,182.7	0	0	0	0	1	92.75	33	136	40	2	66	2	272	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	38,802	2	2	72	158	36	36	36	0	79	79	79	0	5,927.529509	103.08747	12,934	22,359.92225	38,753	1	1	1	0	1	1	48	48	0	48	48	40	40	51.543735	51.543735	36	79	53.2	23.55207	554.7	0	0	0	0	1	66.5	36	79	40	2	72	2	158	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	49,868	2	2	74	106	37	37	37	0	53	53	53	0	3,609.529157	80.211759	16,622.66667	28,707.29876	49,771	48	48	48	0	48	48	49	49	0	49	49	64	64	40.10588	40.10588	37	53	43.4	8.763561	76.8	0	0	0	0	1	54.25	37	53	64	2	74	2	106	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	177	2	2	84	162	42	42	42	0	81	81	81	0	1,389,830.508	22,598.87006	59	61.611687	125	3	3	3	0	3	3	49	49	0	49	49	64	64	11,299.43503	11,299.43503	42	81	57.6	21.36118	456.3	0	0	0	0	1	72	42	81	64	2	84	2	162	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	272	2	2	106	362	53	53	53	0	181	181	181	0	1,720,588.235	14,705.88235	90.666667	115.092716	221	3	3	3	0	3	3	48	48	0	48	48	40	80	7,352.941176	7,352.941176	53	181	104.2	70.108487	4,915.2	0	0	0	0	1	130.25	53	181	40	2	106	2	362	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
51,510	53	1	2	6	12	6	6	6	0	6	6	6	0	339,622.6415	56,603.77358	26.5	30.405592	48	5	0	0	0	0	0	48	48	0	48	48	20	40	18,867.92453	37,735.84906	6	6	6	0	0	0	0	1	1	2	8	6	6	20	1	6	2	12	245	256	0	20	0	0	0	0	0	0	0	0	BENIGN
53	205	2	2	80	112	40	40	40	0	56	56	56	0	936,585.3659	19,512.19512	68.333333	113.160653	199	3	3	3	0	3	3	3	3	0	3	3	64	64	9,756.097561	9,756.097561	40	56	46.4	8.763561	76.8	0	0	0	0	1	58	40	56	64	2	80	2	112	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	239	2	2	60	266	30	30	30	0	133	133	133	0	1,364,016.736	16,736.40167	79.666667	136.254664	237	1	1	1	0	1	1	1	1	0	1	1	64	64	8,368.200837	8,368.200837	30	133	71.2	56.415423	3,182.7	0	0	0	0	1	89	30	133	64	2	60	2	266	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	289	2	2	70	348	35	35	35	0	174	174	174	0	1,446,366.782	13,840.83045	96.333333	163.393186	285	1	1	1	0	1	1	3	3	0	3	3	64	64	6,920.415225	6,920.415225	35	174	90.6	76.133435	5,796.3	0	0	0	0	1	113.25	35	174	64	2	70	2	348	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	73,765	2	2	78	296	39	39	39	0	148	148	148	0	5,070.155223	54.226259	24,588.33333	42,583.04647	73,759	2	2	2	0	2	2	4	4	0	4	4	64	64	27.11313	27.11313	39	148	82.6	59.701759	3,564.3	0	0	0	0	1	103.25	39	148	64	2	78	2	296	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
80	11,507,114	5	5	506	3,525	506	0	101.2	226.290079	2,077	0	705	990.64474	350.305037	0.869028	1,278,568.222	2,562,771.42	6,501,871	4	6,509,049	1,627,262.25	3,253,395.859	6,507,356	4	11,500,000	2,876,774	3,377,070.27	6,501,871	192	168	168	0.434514	0.434514	0	2,077	366.454546	720.3812	518,949.0727	0	1	0	0	1	403.1	101.2	705	168	5	506	5	3,525	29,200	235	1	32	773	0	773	773	6,501,871	0	6,501,871	6,501,871	DoS GoldenEye
47,997	61	1	1	0	0	0	0	0	0	0	0	0	0	0	32,786.88525	61	0	61	61	0	0	0	0	0	0	0	0	0	0	32	32	16,393.44262	16,393.44262	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	399	396	0	32	0	0	0	0	0	0	0	0	BENIGN
53	182	2	2	146	242	73	73	73	0	121	121	121	0	2,131,868.132	21,978.02198	60.666667	99.016834	175	3	3	3	0	3	3	4	4	0	4	4	40	40	10,989.01099	10,989.01099	73	121	92.2	26.290683	691.2	0	0	0	0	1	115.25	73	121	40	2	146	2	242	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	23,767	2	2	70	126	35	35	35	0	63	63	63	0	8,246.728657	168.300585	7,922.333333	13,604.98439	23,632	48	48	48	0	48	48	87	87	0	87	87	40	40	84.150292	84.150292	35	63	46.2	15.336232	235.2	0	0	0	0	1	57.75	35	63	40	2	70	2	126	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	47,163	2	2	78	266	39	39	39	0	133	133	133	0	7,293.853232	84.812247	15,721	27,185.41276	47,112	3	3	3	0	3	3	48	48	0	48	48	40	40	42.406123	42.406123	39	133	76.6	51.48592	2,650.8	0	0	0	0	1	95.75	39	133	40	2	78	2	266	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	284	2	2	64	158	32	32	32	0	79	79	79	0	781,690.1408	14,084.50704	94.666667	123.029807	234	1	1	1	0	1	1	49	49	0	49	49	64	64	7,042.253521	7,042.253521	32	79	50.8	25.74296	662.7	0	0	0	0	1	63.5	32	79	64	2	64	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,959	2	2	130	284	65	65	65	0	142	142	142	0	13,372.52495	129.20314	10,319.66667	17,868.12481	30,952	3	3	3	0	3	3	4	4	0	4	4	40	40	64.60157	64.60157	65	142	95.8	42.174637	1,778.7	0	0	0	0	1	119.75	65	142	40	2	130	2	284	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	231	2	2	66	98	33	33	33	0	49	49	49	0	709,956.71	17,316.01732	77	49.36598	134	48	48	48	0	48	48	49	49	0	49	49	40	40	8,658.008658	8,658.008658	33	49	39.4	8.763561	76.8	0	0	0	0	1	49.25	33	49	40	2	66	2	98	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
21,232	92	1	1	6	6	6	6	6	0	6	6	6	0	130,434.7826	21,739.13043	92	0	92	92	0	0	0	0	0	0	0	0	0	0	20	20	10,869.56522	10,869.56522	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	119	255	0	20	0	0	0	0	0	0	0	0	BENIGN
53	161	2	2	142	174	71	71	71	0	87	87	87	0	1,962,732.919	24,844.7205	53.666667	52.728866	109	4	4	4	0	4	4	48	48	0	48	48	40	40	12,422.36025	12,422.36025	71	87	77.4	8.763561	76.8	0	0	0	0	1	96.75	71	87	40	2	142	2	174	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
50,276	51	1	1	0	0	0	0	0	0	0	0	0	0	0	39,215.68627	51	0	51	51	0	0	0	0	0	0	0	0	0	0	32	32	19,607.84314	19,607.84314	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	332	229	0	32	0	0	0	0	0	0	0	0	BENIGN
53	114	2	2	96	128	48	48	48	0	64	64	64	0	1,964,912.281	35,087.7193	38	60.621778	108	3	3	3	0	3	3	3	3	0	3	3	40	40	17,543.85965	17,543.85965	48	64	54.4	8.763561	76.8	0	0	0	0	1	68	48	64	40	2	96	2	128	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
443	32,770	1	1	6	6	6	6	6	0	6	6	6	0	366.188587	61.031431	32,770	0	32,770	32,770	0	0	0	0	0	0	0	0	0	0	20	20	30.515716	30.515716	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	58,400	32,248	0	20	0	0	0	0	0	0	0	0	BENIGN
47,421	65	1	1	0	0	0	0	0	0	0	0	0	0	0	30,769.23077	65	0	65	65	0	0	0	0	0	0	0	0	0	0	32	32	15,384.61538	15,384.61538	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	316	0	32	0	0	0	0	0	0	0	0	BENIGN
53	221	2	2	88	188	44	44	44	0	94	94	94	0	1,248,868.778	18,099.54751	73.666667	87.11678	171	3	3	3	0	3	3	47	47	0	47	47	64	64	9,049.773756	9,049.773756	44	94	64	27.386128	750	0	0	0	0	1	80	44	94	64	2	88	2	188	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
389	106,257,573	22	13	2,986	6,356	1,305	0	135.727273	379.293351	2,910	0	488.923077	897.607789	87.918439	0.329388	3,125,222.735	18,200,000	106,000,000	1	106,000,000	5,059,881.333	23,200,000	106,000,000	1	106,000,000	8,854,796.333	30,700,000	106,000,000	1	728	408	0.207044	0.122344	0	2,910	259.5	627.4246	393,661.6286	0	1	0	0	0	266.914286	135.727273	488.923077	728	22	2,986	13	6,356	65,535	0	10	32	20,581	0	20,581	20,581	106,000,000	0	106,000,000	106,000,000	BENIGN
18,898	1	2	0	12	0	6	6	6	0	0	0	0	0	12,000,000	2,000,000	1	0	1	1	1	1	0	1	1	0	0	0	0	0	40	0	2,000,000	0	6	6	6	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	5,141	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
50,229	4	2	0	12	0	6	6	6	0	0	0	0	0	3,000,000	500,000	4	0	4	4	4	4	0	4	4	0	0	0	0	0	40	0	500,000	0	6	6	6	0	0	1	0	0	0	0	9	6	0	40	2	12	0	0	0	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	24,654	2	2	62	276	31	31	31	0	138	138	138	0	13,709.74284	162.245477	8,218	14,190.71091	24,604	2	2	2	0	2	2	48	48	0	48	48	64	64	81.122739	81.122739	31	138	73.8	58.606314	3,434.7	0	0	0	0	1	92.25	31	138	64	2	62	2	276	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
56,272	313	2	0	12	0	6	6	6	0	0	0	0	0	38,338.65815	6,389.776358	313	0	313	313	313	313	0	313	313	0	0	0	0	0	40	0	6,389.776358	0	6	6	6	0	0	0	0	1	0	0	9	6	0	40	2	12	0	0	132	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
35,734	48	1	1	0	0	0	0	0	0	0	0	0	0	0	41,666.66667	48	0	48	48	0	0	0	0	0	0	0	0	0	0	32	32	20,833.33333	20,833.33333	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	340	240	0	32	0	0	0	0	0	0	0	0	BENIGN
53	54,947	2	2	84	206	42	42	42	0	103	103	103	0	5,277.813165	72.797423	18,315.66667	31,679.50524	54,896	4	47	47	0	47	47	4	4	0	4	4	64	40	36.398711	36.398711	42	103	66.4	33.411076	1,116.3	0	0	0	0	1	83	42	103	64	2	84	2	206	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	70,565	2	2	64	238	32	32	32	0	119	119	119	0	4,279.742082	56.685326	23,521.66667	40,736.39165	70,560	1	1	1	0	1	1	4	4	0	4	4	80	64	28.342663	28.342663	32	119	66.8	47.651863	2,270.7	0	0	0	0	1	83.5	32	119	80	2	64	2	238	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
59,928	51	1	1	0	0	0	0	0	0	0	0	0	0	0	39,215.68627	51	0	51	51	0	0	0	0	0	0	0	0	0	0	32	32	19,607.84314	19,607.84314	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	126	345	0	32	0	0	0	0	0	0	0	0	BENIGN
443	103,670,343	14	16	959	5,134	340	0	68.5	99.933632	1,430	0	320.875	495.843104	58.772835	0.289379	3,574,839.414	13,400,000	58,000,000	1	104,000,000	7,974,641.769	19,600,000	58,100,000	50	58,200,000	3,882,907.467	15,000,000	58,000,000	1	292	332	0.135043	0.154335	0	1,430	196.548387	380.053842	144,440.9226	0	1	0	0	1	203.1	68.5	320.875	292	14	959	16	5,134	8,192	360	13	20	162,520.5	100,733.7249	233,750	91,291	51,700,000	8,962,018.423	58,000,000	45,300,000	BENIGN
53	77,232	1	1	40	127	40	40	40	0	127	127	127	0	2,162.316138	25.896002	77,232	0	77,232	77,232	0	0	0	0	0	0	0	0	0	0	40	20	12.948001	12.948001	40	127	69	50.229473	2,523	0	0	0	0	1	103.5	40	127	40	1	40	1	127	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	208	2	2	66	194	33	33	33	0	97	97	97	0	1,250,000	19,230.76923	69.333333	77.151366	153	1	1	1	0	1	1	54	54	0	54	54	80	64	9,615.384615	9,615.384615	33	97	58.6	35.054244	1,228.8	0	0	0	0	1	73.25	33	97	80	2	66	2	194	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	112,353	2	2	78	176	39	39	39	0	88	88	88	0	2,260.731801	35.602076	37,451	64,860.97262	112,346	3	4	4	0	4	4	3	3	0	3	3	40	40	17.801038	17.801038	39	88	58.6	26.838405	720.3	0	0	0	0	1	73.25	39	88	40	2	78	2	176	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	50,206	2	2	62	244	31	31	31	0	122	122	122	0	6,094.889057	79.671752	16,735.33333	28,975.18963	50,193	2	2	2	0	2	2	11	11	0	11	11	80	64	39.835876	39.835876	31	122	67.4	49.842753	2,484.3	0	0	0	0	1	84.25	31	122	80	2	62	2	244	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	61,028	2	2	60	450	30	30	30	0	225	225	225	0	8,356.81982	65.543685	20,342.66667	35,229.33608	61,022	3	3	3	0	3	3	3	3	0	3	3	64	64	32.771842	32.771842	30	225	108	106.805899	11,407.5	0	0	0	0	1	135	30	225	64	2	60	2	450	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	279	2	2	80	376	40	40	40	0	188	188	188	0	1,634,408.602	14,336.91756	93	120.199834	229	1	1	1	0	1	1	49	49	0	49	49	80	80	7,168.458781	7,168.458781	40	188	99.2	81.062939	6,571.2	0	0	0	0	1	124	40	188	80	2	80	2	376	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	48,850	2	2	80	144	40	40	40	0	72	72	72	0	4,585.465711	81.883316	16,283.33333	28,161.13521	48,801	1	48	48	0	48	48	1	1	0	1	1	64	64	40.941658	40.941658	40	72	52.8	17.527122	307.2	0	0	0	0	1	66	40	72	64	2	80	2	144	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
60,658	46	1	1	6	6	6	6	6	0	6	6	6	0	260,869.5652	43,478.26087	46	0	46	46	0	0	0	0	0	0	0	0	0	0	20	20	21,739.13043	21,739.13043	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	292	16,226	0	20	0	0	0	0	0	0	0	0	BENIGN
53	97,227	2	2	82	194	41	41	41	0	97	97	97	0	2,838.71764	41.140835	32,409	56,129.70452	97,222	1	1	1	0	1	1	4	4	0	4	4	64	80	20.570418	20.570418	41	97	63.4	30.672463	940.8	0	0	0	0	1	79.25	41	97	64	2	82	2	194	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	208	2	2	68	182	34	34	34	0	91	91	91	0	1,201,923.077	19,230.76923	69.333333	80.450813	158	1	1	1	0	1	1	49	49	0	49	49	40	40	9,615.384615	9,615.384615	34	91	56.8	31.220186	974.7	0	0	0	0	1	71	34	91	40	2	68	2	182	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	167	2	2	46	46	23	23	23	0	23	23	23	0	550,898.2036	23,952.09581	55.666667	90.356701	160	3	3	3	0	3	3	4	4	0	4	4	80	80	11,976.0479	11,976.0479	23	23	23	0	0	0	0	0	0	1	28.75	23	23	80	2	46	2	46	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
56,620	57	1	1	0	0	0	0	0	0	0	0	0	0	0	35,087.7193	57	0	57	57	0	0	0	0	0	0	0	0	0	0	32	32	17,543.85965	17,543.85965	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	16,384	229	0	32	0	0	0	0	0	0	0	0	BENIGN
53,496	53	1	1	0	0	0	0	0	0	0	0	0	0	0	37,735.84906	53	0	53	53	0	0	0	0	0	0	0	0	0	0	32	32	18,867.92453	18,867.92453	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	349	310	0	32	0	0	0	0	0	0	0	0	BENIGN
53	198	2	2	90	172	45	45	45	0	86	86	86	0	1,323,232.323	20,202.0202	66	112.583303	196	1	1	1	0	1	1	1	1	0	1	1	40	40	10,101.0101	10,101.0101	45	86	61.4	22.456625	504.3	0	0	0	0	1	76.75	45	86	40	2	90	2	172	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
389	3	1	3	6	18	6	6	6	0	6	6	6	0	8,000,000	1,333,333.333	1	0	1	1	0	0	0	0	0	2	1	0	1	1	20	60	333,333.3333	1,000,000	6	6	6	0	0	0	0	1	1	3	7.5	6	6	20	1	6	3	18	253	0	0	20	0	0	0	0	0	0	0	0	BENIGN
53	1,108	2	2	66	98	33	33	33	0	49	49	49	0	148,014.4404	3,610.108303	369.333333	595.961688	1,057	3	3	3	0	3	3	48	48	0	48	48	64	64	1,805.054152	1,805.054152	33	49	39.4	8.763561	76.8	0	0	0	0	1	49.25	33	49	64	2	66	2	98	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	144,485	2	2	68	152	34	34	34	0	76	76	76	0	1,522.64941	27.684535	48,161.66667	83,376.02171	144,436	1	1	1	0	1	1	48	48	0	48	48	64	64	13.842267	13.842267	34	76	50.8	23.004347	529.2	0	0	0	0	1	63.5	34	76	64	2	68	2	152	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	84,796	2	2	94	542	47	47	47	0	271	271	271	0	7,500.35379	47.172036	28,265.33333	48,886.86053	84,715	2	2	2	0	2	2	79	79	0	79	79	40	40	23.586018	23.586018	47	271	136.6	122.689853	15,052.8	0	0	0	0	1	170.75	47	271	40	2	94	2	542	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	238	2	2	70	350	35	35	35	0	175	175	175	0	1,764,705.882	16,806.72269	79.333333	54.270925	142	48	48	48	0	48	48	48	48	0	48	48	40	40	8,403.361345	8,403.361345	35	175	91	76.681158	5,880	0	0	0	0	1	113.75	35	175	40	2	70	2	350	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	31,573	4	2	128	236	32	32	32	0	118	118	118	0	11,528.83793	190.03579	6,314.6	13,845.83744	31,080	3	31,087	10,362.33333	17,942.02565	31,080	3	3	3	0	3	3	104	64	126.690527	63.345263	32	118	56.571429	41.963703	1,760.952381	0	0	0	0	0	66	32	118	104	4	128	2	236	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
53	37,510	2	2	122	286	61	61	61	0	143	143	143	0	10,877.09944	106.63823	12,503.33333	21,649.48039	37,502	4	4	4	0	4	4	4	4	0	4	4	64	40	53.319115	53.319115	61	143	93.8	44.91325	2,017.2	0	0	0	0	1	117.25	61	143	64	2	122	2	286	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	78,784	2	2	60	172	30	30	30	0	86	86	86	0	2,944.760357	50.77173	26,261.33333	45,480.76746	78,778	3	3	3	0	3	3	3	3	0	3	3	40	40	25.385865	25.385865	30	86	52.4	30.672463	940.8	0	0	0	0	1	65.5	30	86	40	2	60	2	172	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	236	2	2	84	310	42	42	42	0	155	155	155	0	1,669,491.525	16,949.15254	78.666667	52.252592	139	48	48	48	0	48	48	49	49	0	49	49	40	40	8,474.576271	8,474.576271	42	155	87.2	61.892649	3,830.7	0	0	0	0	1	109	42	155	40	2	84	2	310	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
80	11,506,922	5	5	392	3,525	392	0	78.4	175.307729	2,077	0	705	990.64474	340.403802	0.869042	1,278,546.889	2,562,881.145	6,501,624	47	6,508,134	1,627,033.5	3,252,889.012	6,506,367	273	11,500,000	2,876,718.75	3,376,946.359	6,501,624	192	168	168	0.434521	0.434521	0	2,077	356.090909	718.991579	516,948.8909	0	1	0	0	1	391.7	78.4	705	168	5	392	5	3,525	29,200	235	1	32	885	0	885	885	6,501,624	0	6,501,624	6,501,624	DoS GoldenEye
53	61,405	2	2	72	286	36	36	36	0	143	143	143	0	5,830.144125	65.141275	20,468.33333	35,290.36257	61,218	3	184	184	0	184	184	3	3	0	3	3	64	64	32.570638	32.570638	36	143	78.8	58.606314	3,434.7	0	0	0	0	1	98.5	36	143	64	2	72	2	286	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	152	2	2	66	140	33	33	33	0	70	70	70	0	1,355,263.158	26,315.78947	50.666667	81.696593	145	3	3	3	0	3	3	4	4	0	4	4	64	64	13,157.89474	13,157.89474	33	70	47.8	20.265735	410.7	0	0	0	0	1	59.75	33	70	64	2	66	2	140	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,047	2	2	70	102	35	35	35	0	51	51	51	0	7,152.659375	166.340916	8,015.666667	13,879.21181	24,042	2	3	3	0	3	3	2	2	0	2	2	64	64	83.170458	83.170458	35	51	41.4	8.763561	76.8	0	0	0	0	1	51.75	35	51	64	2	70	2	102	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	145,530	2	2	58	122	29	29	29	0	61	61	61	0	1,236.85838	27.485742	48,510	83,977.62039	145,479	3	3	3	0	3	3	48	48	0	48	48	64	64	13.742871	13.742871	29	61	41.8	17.527122	307.2	0	0	0	0	1	52.25	29	61	64	2	58	2	122	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	49,975	4	2	332	280	83	83	83	0	140	140	140	0	12,246.12306	120.06003	9,995	14,883.01599	33,266	2	33,272	11,090.66667	19,204.40203	33,266	2	3	3	0	3	3	104	40	80.04002	40.02001	83	140	99.285714	27.813152	773.571429	0	0	0	0	0	115.833333	83	140	104	4	332	2	280	-1	-1	3	20	0	0	0	0	0	0	0	0	BENIGN
443	227,331	12	9	521	4,184	188	0	43.416667	68.103475	1,418	0	464.888889	618.397414	20,696.69337	92.376315	11,366.55	19,459.42176	65,004	3	227,331	20,666.45455	24,477.19948	65,012	3	180,171	22,521.375	36,286.85234	101,952	3	392	296	52.786466	39.589849	0	1,418	213.863636	440.336916	193,896.5996	0	1	0	0	0	224.047619	43.416667	464.888889	392	12	521	9	4,184	29,200	349	5	32	0	0	0	0	0	0	0	0	BENIGN
53	63,675	2	2	64	138	32	32	32	0	69	69	69	0	3,172.359639	62.819003	21,225	36,759.3143	63,671	1	1	1	0	1	1	3	3	0	3	3	64	64	31.409501	31.409501	32	69	46.8	20.265735	410.7	0	0	0	0	1	58.5	32	69	64	2	64	2	138	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
48,514	77	1	1	0	0	0	0	0	0	0	0	0	0	0	25,974.02597	77	0	77	77	0	0	0	0	0	0	0	0	0	0	32	32	12,987.01299	12,987.01299	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	124	319	0	32	0	0	0	0	0	0	0	0	BENIGN

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