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Mekam
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NS3-IOT-SIMULATION

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train · 250k rows

Header_Length float64	Protocol Type int64	Time_To_Live float64	Rate float64	fin_flag_number float64	syn_flag_number float64	rst_flag_number float64	psh_flag_number float64	ack_flag_number float64	ece_flag_number float64	cwr_flag_number float64	ack_count int64	syn_count int64	fin_count int64	rst_count int64	TCP float64	UDP float64	Tot sum int64	Min int64	Max int64	AVG float64	Std float64	Tot size float64	IAT float64	Number int64	Variance float64	label string
30.8	6	81.9	35.450435	0	0	0	0.5	1	0	0	10	0	0	0	1	0	4,379	66	1,514	437.9	578.372131	437.9	0.033644	10	334,514.322222	Normal
32	6	64	6,028.031043	0	0	0	0	1	0	0	10	0	0	0	1	0	19,484	1,514	2,962	1,948.4	699.450451	1,948.4	0.000185	10	489,230.933333	Normal
30.8	6	82.3	157.455665	0	0	0	0.3	1	0	0	10	0	0	0	1	0	9,454	60	2,962	945.4	1,002.694503	945.4	0.01395	10	1,005,396.266667	Normal
8	17	64	14,436.235974	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000069	100	0	UDP_Flood
20	6	64	41,717.764074	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000024	100	0	TCP_Flood
20.04	6	64	37,121.019559	0	1	0	0	0.01	0	0	1	100	0	0	1	0	6,000	60	60	60	0	60	0.000027	100	0	SYN_Flood
8	17	64	52,245.939213	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.00002	100	0	UDP_Flood
20	6	64	35,907.062751	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000028	100	0	TCP_Flood
32	6	99.4	13,888.423841	0	0	0	0.4	1	0	0	10	0	0	0	1	0	11,828	66	2,858	1,182.8	1,101.17965	1,182.8	0.000091	10	1,212,596.622222	Normal
8	17	64	25,681.508695	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000039	100	0	UDP_Flood
20.04	6	65.91	10,577.519986	0	1	0	0	0	0	0	0	100	0	0	1	0	6,000	60	60	60	0	60	0.000095	100	0	SYN_Flood
32	6	164.8	2,664.572772	0	0	0	0	1	0	0	10	0	0	0	1	0	6,452	66	1,514	645.2	747.743985	645.2	0.000418	10	559,121.066667	Normal
40	6	99.4	13,662.228013	0	0	0	0.1	1	0	0	10	0	0	0	1	0	10,512	78	2,858	1,051.2	933.036238	1,051.2	0.000084	10	870,556.622222	Normal
8	17	64	10,355.027774	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000097	100	0	UDP_Flood
9.6	6	62.72	1,946.276635	0	0	0	0	0.48	0	0	48	0	0	0	0.48	0	91,492	60	1,514	914.92	580.130144	914.92	0.000514	100	336,550.983434	ACK_Fragmentation
32.8	6	62.8	99.818274	0.1	0.1	0	0.3	0.9	0	0	9	1	1	0	1	0	4,182	66	1,514	418.2	598.937355	418.2	0.010089	10	358,725.955556	Normal
27.2	6	116.5	93.033713	0	0	0	0.4	1	0	0	10	0	0	0	1	0	11,051	60	4,410	1,105.1	1,515.51806	1,105.1	0.011102	10	2,296,794.988889	Normal
32	6	64	1,721.163774	0	0	0	0	1	0	0	10	0	0	0	1	0	19,484	1,514	2,962	1,948.4	699.450451	1,948.4	0.000581	10	489,230.933333	Normal
10.16	6	71.01	2,523.269063	0.01	0.01	0	0.01	0.47	0	0	47	1	1	0	0.48	0.05	87,910	60	1,514	879.1	592.600577	879.1	0.000497	100	351,175.444444	ACK_Fragmentation
8	17	64	18,983.045938	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000053	100	0	UDP_Flood
32	6	181.6	413.325581	0	0	0	0.2	1	0	0	10	0	0	0	1	0	4,459	66	1,692	445.9	651.74679	445.9	0.002478	10	424,773.877778	Normal
8	17	64	20,467.008247	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000049	100	0	UDP_Flood
8.16	17	63.78	44,544.435004	0	0.01	0	0	0.01	0	0	1	1	0	0	0.01	0.99	6,000	60	60	60	0	60	0.000022	100	0	UDP_Flood
19.6	6	62.72	44,346.627194	0	0	0	0.98	0.98	0	0	98	0	0	0	0.98	0	6,000	60	60	60	0	60	0.000023	100	0	PSHACK_Flood
8	17	64	26,931.449852	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000037	100	0	UDP_Flood
8	17	64	10,916.980739	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000092	100	0	UDP_Flood
32	6	64	777.29874	0	0	0	0	1	0	0	10	0	0	0	1	0	19,484	1,514	4,410	1,948.4	977.325512	1,948.4	0.001298	10	955,165.155556	Normal
20	6	64	34,083.406468	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000029	100	0	TCP_Flood
8.52	17	64	53,139.541366	0	0	0	0	0.01	0	0	1	0	0	0	0.01	0.99	6,034	60	94	60.34	3.4	60.34	0.000019	100	11.56	UDP_Flood
32	6	113.7	114.806753	0	0	0	0.2	1	0	0	10	0	0	0	1	0	9,843	66	5,858	984.3	1,811.760964	984.3	0.008815	10	3,282,477.788889	Normal
20.32	6	67.47	34,072.331438	0	0.99	0	0	0.02	0	0	2	99	0	0	1	0	6,020	60	74	60.2	1.517574	60.2	0.000031	100	2.30303	SYN_Flood
7.92	17	63.36	28,121.38116	0	0	0	0	0	0	0	0	0	0	0	0	0.99	6,000	60	60	60	0	60	0.000036	100	0	UDP_Flood
20	6	64	47,869.253595	0	0	0	1	1	0	0	100	0	0	0	1	0	6,000	60	60	60	0	60	0.000021	100	0	PSHACK_Flood
8	17	64	54,528.133125	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000018	100	0	UDP_Flood
20	6	64	18,793.368581	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000053	100	0	TCP_Flood
32	6	180.5	174.365259	0	0	0	0.1	1	0	0	10	0	0	0	1	0	3,610	66	1,568	361	622.044836	361	0.005779	10	386,939.777778	Normal
20.24	6	63.78	15,586.413973	0.01	0.98	0	0.01	0.02	0	0	2	98	1	0	1	0	6,049	60	103	60.49	4.335652	60.49	0.000064	100	18.797879	SYN_Flood
32	6	214.8	175.90163	0	0	0	0	1	0	0	10	0	0	0	1	0	660	66	66	66	0	66	0.007066	10	0	Normal
8.24	17	63.36	11,655.053214	0	0.01	0	0	0	0	0	0	1	0	0	0.01	0.98	6,037	60	83	60.37	2.680476	60.37	0.000086	100	7.184949	UDP_Flood
46	6	93.5	24,877.247924	0	0	0	0.1	1	0	0	10	0	0	0	1	0	9,176	94	2,858	917.6	962.763522	917.6	0.000045	10	926,913.6	Normal
32	6	215.2	685.444592	0	0	0	0.1	1	0	0	10	0	0	0	1	0	2,520	66	1,926	252	588.183645	252	0.001517	10	345,960	Normal
32	6	146	241.429361	0	0	0	0	1	0	0	10	0	0	0	1	0	3,556	66	1,514	355.6	610.530407	355.6	0.004521	10	372,747.377778	Normal
32	6	113.6	69.868037	0.1	0	0	0.5	1	0	0	10	0	1	0	1	0	3,030	66	2,086	303	629.113662	303	0.017161	10	395,784	Normal
32	6	147	179.911123	0	0	0	0.2	1	0	0	10	0	0	0	1	0	4,509	66	1,514	450.9	618.292712	450.9	0.007036	10	382,285.877778	Normal
32	6	232	721.240843	0	0	0	0	1	0	0	10	0	0	0	1	0	660	66	66	66	0	66	0.00167	10	0	Normal
8.32	17	64	44,090.234416	0	0.01	0	0	0	0	0	0	1	0	0	0.01	0.99	6,014	60	74	60.14	1.4	60.14	0.000023	100	1.96	UDP_Flood
8	17	64	23,046.892686	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000043	100	0	UDP_Flood
32	6	231	1,735.478318	0	0	0	0	1	0	0	10	0	0	0	1	0	660	66	66	66	0	66	0.000576	10	0	Normal
14.6	6	64	3,128.723388	0	0	0.44	0	0.29	0	0	29	0	0	44	0.73	0	56,644	60	1,514	566.44	622.176926	566.44	0.000321	100	387,104.127677	ACK_Fragmentation
32	6	232	7,147.757328	0	0	0	0	1	0	0	10	0	0	0	1	0	660	66	66	66	0	66	0.000179	10	0	Normal
8	17	64	32,604.975124	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000031	100	0	UDP_Flood
20	6	64	36,763.116838	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000027	100	0	TCP_Flood
20	6	64	49,778.115357	0	1	0	0	0	0	0	0	100	0	0	1	0	6,000	60	60	60	0	60	0.00002	100	0	SYN_Flood
20	6	64	45,392.900433	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000022	100	0	TCP_Flood
32	6	80.9	560.728333	0	0	0	0	1	0	0	10	0	0	0	1	0	13,692	66	1,514	1,369.2	457.897805	1,369.2	0.002107	10	209,670.4	Normal
10.04	6	62.28	1,154.174291	0	0.01	0	0	0.5	0	0	50	1	0	0	0.5	0	90,864	60	1,514	908.64	587.678114	908.64	0.00087	100	345,365.566061	ACK_Fragmentation
32	6	63.5	842.737392	0	0	0	0.1	1	0	0	10	0	0	0	1	0	12,729	66	1,514	1,272.9	520.979942	1,272.9	0.00125	10	271,420.1	Normal
20	6	64	27,123.021211	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000037	100	0	TCP_Flood
8	17	64	35,359.163716	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000028	100	0	UDP_Flood
20	6	64	28,803.0765	0	1	0	0	0	0	0	0	100	0	0	1	0	6,000	60	60	60	0	60	0.000035	100	0	SYN_Flood
8	17	64	57,236.681223	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000017	100	0	UDP_Flood
30.8	6	83.1	7,304.604667	0	0	0	0.1	1	0	0	10	0	0	0	1	0	18,093	123	4,410	1,809.3	1,132.665494	1,809.3	0.000155	10	1,282,931.122222	Normal
32	6	232	4,748.447866	0	0	0	0	1	0	0	10	0	0	0	1	0	660	66	66	66	0	66	0.000211	10	0	Normal
20	6	64	27,181.025209	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000037	100	0	TCP_Flood
7.84	17	62.72	11,368.834196	0	0	0	0	0	0	0	0	0	0	0	0	0.98	6,056	60	88	60.56	3.939748	60.56	0.000088	100	15.521616	UDP_Flood
8	17	65.91	46,536.158882	0	0	0	0	0	0	0	0	0	0	0	0	1	6,170	60	230	61.7	17	61.7	0.000021	100	289	UDP_Flood
32	6	179.6	124.627585	0.1	0	0	0	1	0	0	10	0	1	0	1	0	660	66	66	66	0	66	0.008182	10	0	Normal
8	17	64	17,936.640438	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000056	100	0	UDP_Flood
20	6	64	40,018.166206	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000025	100	0	TCP_Flood
20	6	64	6,573.31996	0	1	0	0	0	0	0	0	100	0	0	1	0	6,000	60	60	60	0	60	0.000152	100	0	SYN_Flood
32	6	215.2	425.623218	0	0	0	0.1	1	0	0	10	0	0	0	1	0	750	66	156	75	28.460499	75	0.00235	10	810	Normal
8	17	64	34,723.934101	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000029	100	0	UDP_Flood
32	6	164.8	1,819.49679	0	0	0	0.2	1	0	0	10	0	0	0	1	0	6,480	66	1,542	648	751.402245	648	0.00056	10	564,605.333333	Normal
20	6	64	27,329.797355	0	0	0	1	1	0	0	100	0	0	0	1	0	6,000	60	60	60	0	60	0.000037	100	0	PSHACK_Flood
8	17	64	27,072.251985	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000037	100	0	UDP_Flood
27.2	6	95.2	47.301709	0	0	0	0.5	1	0	0	10	0	0	0	1	0	1,597	60	491	159.7	145.782982	159.7	0.022075	10	21,252.677778	Normal
31.6	6	76.3	66.534116	0	0.1	0	0.2	1	0	0	10	1	0	0	1	0	2,411	60	1,474	241.1	440.588609	241.1	0.018938	10	194,118.322222	Normal
20	6	64	28,803.0765	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000035	100	0	TCP_Flood
32	6	181.2	132.883366	0	0	0	0.2	1	0	0	10	0	0	0	1	0	811	66	156	81.1	32.559177	81.1	0.007798	10	1,060.1	Normal
29.6	6	60.6	85.4775	0	0	0.2	0.3	0.8	0	0	8	0	0	2	1	0	1,266	60	583	126.6	162.910473	126.6	0.012036	10	26,539.822222	Normal
8	17	64	19,754.634514	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000051	100	0	UDP_Flood
32	6	62	240.790406	0	0	0	0.1	1	0	0	10	0	0	0	1	0	9,134	66	2,962	913.4	999.258414	913.4	0.004283	10	998,517.377778	Normal
8.48	17	64	52,911.618519	0	0	0	0.01	0.02	0	0	2	0	0	0	0.02	0.98	6,208	60	262	62.08	20.20285	62.08	0.000019	100	408.155152	UDP_Flood
32	6	64	761.216697	0	0	0	0	1	0	0	10	0	0	0	1	0	15,140	1,514	1,514	1,514	0	1,514	0.002042	10	0	Normal
8	17	64	57,637.817782	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000017	100	0	UDP_Flood
32	6	59.8	126.327989	0.1	0	0	0.5	1	0	0	10	0	1	0	1	0	1,448	66	432	144.8	118.988141	144.8	0.008213	10	14,158.177778	Normal
32	6	97.4	372.813767	0	0	0	0	1	0	0	10	0	0	0	1	0	18,036	66	4,410	1,803.6	1,330.620173	1,803.6	0.002787	10	1,770,550.044444	Normal
32	6	80.7	3,272.198471	0	0	0	0	1	0	0	10	0	0	0	1	0	13,692	66	1,514	1,369.2	457.897805	1,369.2	0.000482	10	209,670.4	Normal
30.8	6	233.4	1,712.310267	0	0	0	0.1	1	0	0	10	0	0	0	1	0	717	66	123	71.7	18.024983	71.7	0.001983	10	324.9	Normal
20.2	6	64	13,185.903361	0	0.01	0	0	0.01	0	0	1	1	0	0	1	0	6,014	60	74	60.14	1.4	60.14	0.000076	100	1.96	TCP_Flood
19.76	6	65.91	26,137.620739	0	0.98	0	0	0	0	0	0	98	0	0	0.98	0.02	6,255	60	302	62.55	24.221776	62.55	0.000038	100	586.694444	SYN_Flood
20	6	64	6,670.649045	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.00015	100	0	TCP_Flood
30.8	6	150.3	187.532874	0	0	0	0.2	1	0	0	10	0	0	0	1	0	10,943	66	4,410	1,094.3	1,523.442742	1,094.3	0.005664	10	2,320,877.788889	Normal
20	6	64	25,885.971734	0	0	0	1	1	0	0	100	0	0	0	1	0	6,000	60	60	60	0	60	0.000039	100	0	PSHACK_Flood
32	6	231	1,009.095152	0	0	0	0	1	0	0	10	0	0	0	1	0	660	66	66	66	0	66	0.001064	10	0	Normal
20	6	64	47,733.060203	0	0	0	0	0	0	0	0	0	0	0	1	0	6,000	60	60	60	0	60	0.000021	100	0	TCP_Flood
20	6	64	22,221.478146	0	0	0	1	1	0	0	100	0	0	0	1	0	6,000	60	60	60	0	60	0.000045	100	0	PSHACK_Flood
8.12	17	65.66	10,051.292866	0	0	0	0.01	0.01	0	0	1	0	0	0	0.01	0.99	8,914	60	2,974	89.14	291.4	89.14	0.0001	100	84,913.96	UDP_Flood
32	6	180.9	87.825584	0	0	0	0.1	1	0	0	10	0	0	0	1	0	4,985	66	1,514	498.5	696.41036	498.5	0.011406	10	484,987.388889	Normal
8	17	64	166,705.246423	0	0	0	0	0	0	0	0	0	0	0	0	1	6,000	60	60	60	0	60	0.000008	100	0	UDP_Flood

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