Datasets:

electricsheepafrica
/

africa-ddos-gov-telco-dataset

flow_id large_string	timestamp large_string	src_ip large_string	dst_ip large_string	src_port int64	dst_port int64	protocol large_string	duration_s float64	total_packets int64	total_bytes int64	fwd_packets int64	bwd_packets int64	fwd_bytes int64	bwd_bytes int64	syn_flag int64	ack_flag int64	rst_flag int64	psh_flag int64	ttl int64	packet_size_mean int64	inter_arrival_mean float64	flow_iat_mean float64	active_mean float64	idle_mean float64	target_country large_string	target_sector large_string	attack_type large_string	label int64	packets_per_second float64	bytes_per_second float64	packets_per_byte float64	fwd_bwd_packet_ratio float64	fwd_bwd_byte_ratio float64	is_very_high_pps int64	is_high_pps int64	is_very_high_bps int64	is_high_bps int64	is_unidirectional int64	is_mostly_forward int64	fwd_packet_pct float64	bwd_packet_pct float64	is_short int64	is_tcp int64	is_udp int64	is_icmp int64	is_dst_web int64	is_dst_dns int64	is_dst_ssh int64	is_dst_mail int64	is_dst_ntp int64	is_dst_well_known int64	is_src_high_port int64	syn_count int64	ack_count int64	rst_count int64	psh_count int64	total_flags int64	syn_only int64	has_rst int64	is_small_packet int64	is_large_packet int64	is_very_frequent int64	is_frequent int64	flow_iat_low int64	ttl_low int64	ttl_medium int64	ttl_high int64	is_african_dst int64	targets_africa int64	target_sector_gov int64	target_sector_telco int64	target_is_critical int64	is_volumetric int64	is_protocol_attack int64	is_app_attack int64	is_amplification int64	is_mixed int64	is_tcp_flood int64	is_udp_flood int64	volume_score float64	aggression_score int64	ddos_risk_score float64
FLOW001501	2025-04-09 19:57:39	91.0.216.192	102.220.36.40	1,900	21,720	UDP	0.494479	1,686,969	489,221,010	1,686,969	10,810	489,221,010	4,021,320	0	1	0	0	60	312	0.000661	0.009796	4.683697	0.162189	Mozambique	Telecom	amplification_dns	1	3,411,608.99	989,366,606.06	0.003448	156.06	121.66	1	1	1	1	1	1	1	0.0064	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	1	0	0	1	1	0	1	1	0	0	0	1	0	0	0	49.01	2	25.4
FLOW002586	2025-04-17 06:26:29	185.8.104.128	102.220.44.184	11,211	39,243	UDP	3.503152	4,052,117	867,153,038	4,052,117	6,485	867,153,038	4,137,430	0	0	0	1	93	177	0.000648	0.006122	4.662005	0.294453	Mozambique	Telecom	amplification_ntp	1	1,156,706.02	247,535,087.83	0.004673	624.84	209.59	1	1	1	1	1	1	1	0.0016	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	19.04	2	13.42
FLOW002653	2024-11-21 22:25:31	91.0.72.16	41.203.60.120	123	57,596	UDP	2.185763	1,405,947	1,869,909,510	1,405,947	6,241	1,869,909,510	330,773	0	0	0	1	76	84	0.000987	0.005833	0.171261	0.305979	Botswana	Government	amplification_ntp	1	643,229.39	855,495,087.99	0.000752	225.28	5,653.15	1	1	1	1	1	1	1	0.0044	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	0	1	1	0	1	0	1	1	1	0	1	0	0	0	1	0	0	0	19.99	4	14.6
FLOW001055	2024-08-12 00:18:23	91.0.8.144	41.203.20.136	52,775	59,818	ICMP	2.484906	2,774,298	882,226,764	2,774,298	15,321	882,226,764	7,737,105	0	1	1	0	92	678	0.000161	0.009306	1.78776	0.227217	Cote d'Ivoire	Government	volumetric_icmp_flood	1	1,116,459.94	355,034,260.45	0.003145	181.08	114.03	1	1	1	1	1	1	1	0.0055	0	0	0	1	0	0	0	0	0	0	1	0	1	1	0	2	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	0	19.71	3	11.08
FLOW000705	2025-02-08 00:16:03	185.0.64.176	41.203.32.200	33,232	469	UDP	1.001422	352,036	164,400,812	352,036	940	164,400,812	1,159,020	0	1	1	0	114	793	0.00051	0.008291	2.046189	0.076128	Rwanda	Government	volumetric_udp_flood	1	351,536.12	164,167,366.01	0.002141	374.51	141.84	1	1	1	1	1	1	1	0.0027	0	0	1	0	0	0	0	0	0	1	0	0	1	1	0	2	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	1	10.16	3	7.26
FLOW000106	2024-08-08 04:06:30	91.0.48.64	102.220.8.216	443	44,139	UDP	2.644684	1,918,060	90,148,820	1,918,060	744	90,148,820	484,344	0	1	1	1	69	546	0.000461	0.001552	1.023554	0.437604	Egypt	Telecom	amplification_dns	1	725,251.11	34,086,802.05	0.021277	2,578.04	186.13	1	1	0	1	1	1	1	0.0004	0	0	1	0	0	0	0	0	0	0	0	0	1	1	1	3	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	12.59	3	11.24
FLOW000589	2025-04-25 09:24:04	91.0.96.96	102.220.0.144	80	42,337	UDP	0.779365	4,820,696	2,270,547,816	4,820,696	46,018	2,270,547,816	42,704,704	0	1	0	1	104	1,169	0.00083	0.007943	0.544712	0.386704	Ethiopia	Telecom	amplification_dns	1	6,185,415.05	2,913,330,488.28	0.002123	104.76	53.17	1	1	1	1	1	1	1	0.0095	1	0	1	0	0	0	0	0	0	0	0	0	1	0	1	2	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	95.99	2	44.2
FLOW002468	2024-10-29 07:39:01	185.8.104.128	41.203.8.16	48,946	3,685	UDP	3.082945	3,340,994	1,476,719,348	3,340,994	26,783	1,476,719,348	38,192,558	0	0	1	1	122	699	0.000161	0.007558	1.011614	0.057943	Uganda	Government	volumetric_udp_flood	1	1,083,702.11	478,996,332.4	0.002262	124.74	38.67	1	1	1	1	1	1	1	0.008	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	2	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	1	20.63	3	11.45
FLOW002413	2025-01-15 09:07:12	185.0.56.112	41.203.56.144	39,612	16,761	TCP	0.95459	1,133,830	326,543,040	1,133,830	5,461	326,543,040	1,845,818	0	0	0	1	54	266	0.000097	0.00851	2.624022	0.117091	Kenya	Government	mixed_vector	1	1,187,766.48	342,076,744.99	0.003472	207.62	176.91	1	1	1	1	1	1	1	0.0048	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	1	1	0	0	1	1	1	0	1	0	0	0	0	1	0	0	20.3	5	12.12
FLOW001600	2025-01-31 05:43:43	185.8.136.80	102.220.40.136	24,390	20,131	TCP	0.083796	3,289,366	2,121,641,070	3,289,366	24,217	2,121,641,070	35,962,245	1	1	1	0	52	792	0.00049	0.006968	3.978597	0.231784	Mali	Telecom	tcp_connection_flood	1	39,254,451.29	25,319,121,079.77	0.00155	135.83	59	1	1	1	1	1	1	1	0.0074	1	1	0	0	0	0	0	0	0	0	0	1	1	1	0	3	0	1	0	0	0	1	1	1	0	0	1	1	0	1	1	0	0	0	0	0	1	0	650.74	3	263.5
FLOW002464	2024-11-11 06:20:16	185.8.200.240	102.220.12.152	9,350	32,648	UDP	2.421015	2,037,478	1,676,844,394	2,037,478	15,388	1,676,844,394	3,077,600	0	1	0	0	93	1,280	0.000753	0.008544	4.819976	0.402294	Morocco	Telecom	volumetric_udp_flood	1	841,580.08	692,620,406.73	0.001215	132.41	544.85	1	1	1	1	1	1	1	0.0076	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	1	20.34	2	10.94
FLOW000228	2025-01-01 06:25:48	185.8.152.64	102.220.52.168	16,003	80	TCP	2.254194	4,843,332	1,491,746,256	4,843,332	37,741	1,491,746,256	54,498,004	0	1	0	1	88	441	0.000147	0.009592	0.832785	0.402834	Zimbabwe	Telecom	application_http_flood	1	2,148,587.03	661,764,806.4	0.003247	128.33	27.37	1	1	1	1	1	1	1	0.0078	0	1	0	0	1	0	0	0	0	1	0	0	1	0	1	2	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	1	0	0	0	0	33.1	2	16.04
FLOW000915	2025-01-11 10:54:25	185.0.240.240	102.220.48.56	27,607	22	TCP	4.356914	1,319,900	1,189,229,900	1,319,900	8,682	1,189,229,900	1,415,166	0	1	0	1	97	436	0.000589	0.002191	3.616964	0.125685	Cote d'Ivoire	Telecom	application_slowloris	1	302,943.78	272,952,346.55	0.00111	152.03	840.35	1	1	1	1	1	1	1	0.0066	0	1	0	0	0	0	1	0	0	1	0	0	1	0	1	2	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	1	0	0	0	0	10.76	2	7.1
FLOW000794	2024-11-08 13:45:08	91.0.16.96	102.220.0.160	1,900	17,124	UDP	2.337097	420,326	532,553,042	420,326	400	532,553,042	18,000	0	0	0	1	121	739	0.00009	0.007239	1.447889	0.074979	Cameroon	Telecom	amplification_dns	1	179,849.62	227,869,464.55	0.000789	1,050.82	29,586.28	1	1	1	1	1	1	1	0.001	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	9.08	5	10.63
FLOW003021	2025-05-10 10:30:25	185.0.152.0	102.220.12.104	11,882	80	TCP	2.460886	2,195,083	2,746,048,833	2,195,083	5,396	2,746,048,833	6,890,692	0	0	0	0	79	50	0.000927	0.00072	2.074212	0.307171	Cameroon	Telecom	protocol_ack_flood	1	891,988.9	1,115,878,115.85	0.000799	406.8	398.52	1	1	1	1	1	1	1	0.0025	0	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	1	0	1	0	1	1	0	1	1	0	1	0	0	0	0	0	25.08	4	13.63
FLOW003543	2025-01-20 14:04:07	185.0.144.96	41.203.24.120	32,568	123	TCP	3.40644	140,311	208,782,768	140,311	545	208,782,768	505,215	0	0	0	0	114	735	0.000788	0.000539	3.163922	0.231897	Tanzania	Government	application_http_flood	1	41,189.92	61,290,604.85	0.000672	257.45	413.26	0	1	0	1	1	1	1	0.0039	0	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	1	0	0	0	0	6.02	2	5.21
FLOW001073	2024-12-04 05:41:58	185.0.56.0	41.203.20.32	1,313	31,480	ICMP	4.193809	2,551,414	859,826,518	2,551,414	12,726	859,826,518	2,392,488	0	0	0	0	86	135	0.000979	0.00955	3.279011	0.383422	Kenya	Government	volumetric_icmp_flood	1	608,376.3	205,022,812.91	0.002967	200.49	359.39	1	1	1	1	1	1	1	0.005	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	0	13.13	2	8.05
FLOW003351	2025-02-19 22:33:30	185.0.144.80	41.203.44.88	40,316	53	TCP	3.658109	1,243,416	762,214,008	1,243,416	1,793	762,214,008	697,477	0	0	0	1	87	369	0.000138	0.006961	1.216475	0.015575	Mali	Government	application_http_flood	1	339,906.77	208,362,847.58	0.001631	693.48	1,092.82	1	1	1	1	1	1	1	0.0014	0	1	0	0	0	1	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	1	0	0	0	0	10.48	2	6.99
FLOW001744	2024-06-13 00:23:28	185.0.136.48	41.203.0.184	37,078	30,841	TCP	1.309691	3,595,501	604,044,168	3,595,501	27,827	604,044,168	37,260,353	1	1	1	0	63	171	0.000282	0.006066	2.443412	0.45738	Botswana	Government	tcp_connection_flood	1	2,745,304.81	461,211,207.83	0.005952	129.21	16.21	1	1	1	1	1	1	1	0.0077	0	1	0	0	0	0	0	0	0	0	0	1	1	1	0	3	0	1	0	0	0	1	1	1	0	0	1	1	1	0	1	0	0	0	0	0	1	0	37.07	3	18.03
FLOW001084	2025-02-25 17:50:37	185.0.184.32	102.220.52.128	123	3,909	UDP	1.051079	3,425,921	1,048,331,826	3,425,921	29,847	1,048,331,826	13,789,314	0	0	0	0	101	251	0.000107	0.000751	2.377464	0.185496	Ghana	Telecom	amplification_ntp	1	3,259,432.45	997,386,329.67	0.003268	114.78	76.02	1	1	1	1	1	1	1	0.0087	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	47.57	2	24.83
FLOW000926	2024-07-25 01:27:01	185.0.184.128	102.220.16.16	47,060	51,059	TCP	0.30668	1,616,741	2,253,736,954	1,616,741	15,516	2,253,736,954	18,805,392	0	0	0	0	79	717	0.000856	0.000698	3.712421	0.015974	Tunisia	Telecom	mixed_vector	1	5,271,752.32	7,348,822,727.27	0.000717	104.2	119.85	1	1	1	1	1	1	1	0.0096	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	0	1	0	0	131.21	2	55.28
FLOW003049	2024-12-17 05:57:35	185.8.144.208	102.220.12.152	48,326	80	TCP	3.019745	4,574,670	201,285,480	4,574,670	44,194	201,285,480	58,954,796	0	1	1	1	85	1,157	0.000817	0.001019	1.200808	0.399261	Cote d'Ivoire	Telecom	application_slowloris	1	1,514,919.31	66,656,449.47	0.022727	103.51	3.41	1	1	0	1	1	1	1	0.0097	0	1	0	0	1	0	0	0	0	1	0	0	1	1	1	3	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	1	0	0	0	0	20.82	3	11.53
FLOW001117	2024-07-12 22:29:51	91.0.16.128	41.203.28.56	40,201	52,976	TCP	2.155109	1,878,968	2,006,737,824	1,878,968	10,796	2,006,737,824	15,373,504	1	0	0	1	66	1,212	0.000415	0.003047	4.084712	0.348188	Cote d'Ivoire	Government	tcp_connection_flood	1	871,866.81	931,153,748.6	0.000936	174.04	130.53	1	1	1	1	1	1	1	0.0057	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	2	1	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	0	0	0	1	0	23.03	5	13.21
FLOW000642	2024-09-04 10:45:59	185.8.240.96	102.220.48.232	18,251	4,137	TCP	2.282124	859,529	1,210,216,832	859,529	5,609	1,210,216,832	6,186,727	1	1	0	0	109	298	0.000095	0.009751	4.167382	0.060139	Senegal	Telecom	tcp_connection_flood	1	376,635.54	530,302,837.18	0.00071	153.24	195.62	1	1	1	1	1	1	1	0.0065	0	1	0	0	0	0	0	0	0	0	0	1	1	0	0	2	0	0	0	0	1	1	1	0	1	0	1	1	0	1	1	0	0	0	0	0	1	0	14.07	5	9.63
FLOW004767	2024-07-29 10:02:10	185.0.80.96	41.203.4.16	1,900	49,014	UDP	1.086121	688,389	30,977,505	688,389	2,605	30,977,505	976,875	0	0	0	1	63	1,060	0.000921	0.007394	0.446741	0.062804	Cote d'Ivoire	Government	amplification_ntp	1	633,805.07	28,521,228.3	0.022222	264.26	31.71	1	1	0	1	1	1	1	0.0038	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	1	1	1	0	0	1	1	1	0	1	0	0	0	1	0	0	0	11.62	2	10.45
FLOW000501	2025-04-22 22:53:50	185.8.64.176	102.220.24.112	8,781	41,383	TCP	0.79306	1,987,512	482,965,416	1,987,512	4,139	482,965,416	4,437,008	1	1	1	1	110	365	0.000949	0.002038	0.557	0.218711	Ethiopia	Telecom	tcp_connection_flood	1	2,506,130.68	608,989,756.13	0.004115	480.19	108.85	1	1	1	1	1	1	1	0.0021	1	1	0	0	0	0	0	0	0	0	0	1	1	1	1	4	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	0	0	1	0	36.15	3	17.66
FLOW004066	2024-08-20 05:31:15	185.0.184.48	102.220.52.48	21,379	890	ICMP	4.403624	3,953,977	2,380,294,154	3,953,977	5,426	2,380,294,154	7,862,274	0	1	0	0	95	1,409	0.000774	0.007466	2.394867	0.456999	Rwanda	Telecom	volumetric_icmp_flood	1	897,891.6	540,530,743.32	0.001661	728.71	302.75	1	1	1	1	1	1	1	0.0014	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	1	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	0	19.38	2	10.55
FLOW000333	2024-09-05 06:08:34	91.0.192.96	41.203.60.0	29,732	1,900	TCP	0.897307	4,174,245	5,910,730,920	4,174,245	6,892	5,910,730,920	5,865,092	0	0	0	0	90	860	0.000695	0.009776	3.733018	0.446214	Cameroon	Government	application_slowloris	1	4,651,969.73	6,587,189,133.71	0.000706	605.67	1,007.78	1	1	1	1	1	1	1	0.0017	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	1	0	0	0	0	117.39	2	49.76
FLOW004684	2024-09-08 00:37:20	185.0.24.64	41.203.44.48	7,562	8,080	TCP	0.616024	2,117,259	1,600,647,804	2,117,259	9,966	1,600,647,804	10,992,498	0	1	0	0	94	1,092	0.000974	0.005817	3.315025	0.028313	Uganda	Government	application_http_flood	1	3,436,974.86	2,598,352,992.74	0.001323	212.45	145.61	1	1	1	1	1	1	1	0.0047	1	1	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	1	0	0	0	0	65.35	2	28.94
FLOW000486	2024-11-30 07:51:05	185.8.160.32	41.203.20.72	32,281	38,428	TCP	0.505913	1,309,857	115,267,416	1,309,857	9,620	115,267,416	7,907,640	1	0	0	0	59	1,437	0.000464	0.008852	0.557125	0.359231	Egypt	Government	tcp_connection_flood	1	2,589,095.36	227,840,391.53	0.011364	136.16	14.58	1	1	1	1	1	1	1	0.0073	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	1	0	1	1	1	0	0	1	1	1	0	1	0	0	0	0	0	1	0	33.17	5	17.27
FLOW001962	2025-01-29 05:03:20	91.0.16.192	102.220.32.184	25,461	24,963	ICMP	2.947966	177,319	164,374,713	177,319	1,253	164,374,713	1,032,472	0	0	0	1	125	1,264	0.000415	0.001422	2.346572	0.34417	Mali	Telecom	volumetric_icmp_flood	1	60,149.61	55,758,686.84	0.001079	141.52	159.21	0	1	0	1	1	1	1	0.0071	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	0	6.16	2	5.26
FLOW000393	2025-02-08 00:50:30	91.0.168.240	41.203.12.24	9,428	48,889	TCP	3.361206	4,790,739	1,911,504,861	4,790,739	4,283	1,911,504,861	5,328,052	0	0	0	1	112	506	0.000881	0.007289	1.444207	0.423834	Tunisia	Government	mixed_vector	1	1,425,303.6	568,696,134.96	0.002506	1,118.55	358.76	1	1	1	1	1	1	1	0.0009	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	0	0	1	0	0	24.94	2	12.78
FLOW004842	2024-07-31 08:50:22	185.0.48.208	41.203.20.168	48,741	14,880	ICMP	0.652251	1,762,656	558,761,952	1,762,656	15,825	558,761,952	3,228,300	0	0	0	0	79	825	0.000386	0.00984	0.682193	0.309183	South Africa	Government	volumetric_icmp_flood	1	2,702,419.77	856,667,068.35	0.003155	111.38	173.08	1	1	1	1	1	1	1	0.009	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	0	40.59	2	19.04
FLOW004866	2024-11-23 06:31:05	185.0.128.128	102.220.40.248	14,859	53	TCP	3.570285	4,142,946	4,594,527,114	4,142,946	36,395	4,594,527,114	22,965,245	0	0	1	1	128	73	0.000465	0.008005	1.696927	0.163972	Kenya	Telecom	application_http_flood	1	1,160,396.44	1,286,879,650.78	0.000902	113.83	200.06	1	1	1	1	1	1	1	0.0088	0	1	0	0	0	1	0	0	0	1	0	0	0	1	1	2	0	1	1	0	0	1	1	0	0	1	1	1	0	1	1	0	0	1	0	0	0	0	29.47	5	15.79
FLOW001755	2024-06-09 20:37:05	185.8.216.160	41.203.28.104	46,436	18,696	UDP	1.155421	1,367,264	968,022,912	1,367,264	7,589	968,022,912	1,032,104	0	1	0	0	99	540	0.000135	0.008401	3.331094	0.386339	Cote d'Ivoire	Government	volumetric_udp_flood	1	1,183,347.02	837,809,691.88	0.001412	180.16	937.91	1	1	1	1	1	1	1	0.0056	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	1	25.21	2	12.88
FLOW002515	2025-03-13 04:26:28	185.0.240.96	102.220.4.56	18,104	34,534	TCP	0.490491	3,714,698	5,494,038,342	3,714,698	32,718	5,494,038,342	24,080,448	0	0	1	0	102	1,033	0.000484	0.009994	3.767179	0.498244	Ghana	Telecom	mixed_vector	1	7,573,427.44	11,201,099,188.36	0.000676	113.54	228.15	1	1	1	1	1	1	1	0.0088	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	0	1	0	0	192.75	3	80.3
FLOW003585	2025-01-07 09:35:27	185.8.16.192	41.203.16.248	443	43,144	UDP	0.567332	4,897,243	5,945,253,002	4,897,243	45,001	5,945,253,002	44,010,978	0	0	1	1	120	599	0.000329	0.003639	3.511969	0.196318	Kenya	Government	amplification_ntp	1	8,632,058.48	10,479,318,991.35	0.000824	108.83	135.09	1	1	1	1	1	1	1	0.0092	1	0	1	0	0	0	0	0	0	0	0	0	0	1	1	2	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	0	1	0	0	0	196.11	3	84.64
FLOW004315	2024-10-05 18:07:55	185.0.184.16	41.203.28.136	63,154	1,900	TCP	2.805397	3,790,451	2,679,848,857	3,790,451	7,841	2,679,848,857	9,605,225	1	0	1	1	41	561	0.000529	0.005977	3.075674	0.263464	Egypt	Government	protocol_syn_flood	1	1,351,128.2	955,247,637.68	0.001414	483.41	279	1	1	1	1	1	1	1	0.0021	0	1	0	0	0	0	0	0	0	0	1	1	0	1	1	3	1	1	0	0	0	1	1	1	0	0	1	1	1	0	1	0	1	0	0	0	1	0	28.06	6	15.62
FLOW004966	2024-11-28 20:03:20	185.8.128.240	41.203.44.192	43,805	46,125	TCP	1.869722	2,762,011	1,419,673,654	2,762,011	24,059	1,419,673,654	15,301,524	0	0	0	1	76	665	0.000225	0.001946	3.232522	0.499889	Botswana	Government	mixed_vector	1	1,477,230.84	759,296,651.59	0.001946	114.8	92.78	1	1	1	1	1	1	1	0.0087	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	0	0	1	0	0	27.37	2	13.75
FLOW002099	2024-06-11 03:37:46	185.0.8.0	102.220.44.64	11,211	52,722	UDP	4.028562	4,804,485	869,611,785	4,804,485	8,824	869,611,785	11,100,592	0	1	0	0	98	155	0.000988	0.001801	1.885624	0.264554	Kenya	Telecom	amplification_ntp	1	1,192,605.45	215,861,586.59	0.005525	544.48	78.34	1	1	1	1	1	1	1	0.0018	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	19.08	2	13.43
FLOW003599	2024-12-10 21:00:18	185.8.0.192	41.203.4.40	36,188	65,386	TCP	4.232938	813,008	324,390,192	813,008	5,241	324,390,192	2,159,292	0	1	1	1	64	252	0.000664	0.002602	0.6913	0.32028	Ghana	Government	mixed_vector	1	192,067.07	76,634,761.01	0.002506	155.12	150.23	1	1	0	1	1	1	1	0.0064	0	1	0	0	0	0	0	0	0	0	0	0	1	1	1	3	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	0	0	1	0	0	7.69	3	6.28
FLOW004121	2024-12-14 19:49:12	91.0.0.16	41.203.52.224	49,368	11,452	UDP	0.075222	3,986,113	4,297,029,814	3,986,113	4,433	4,297,029,814	1,937,221	0	0	0	0	54	1,135	0.000882	0.001787	3.244884	0.230335	Egypt	Government	volumetric_udp_flood	1	52,991,319.03	57,124,641,913.27	0.000928	899.19	2,218.14	1	1	1	1	1	1	1	0.0011	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	1	1	1	0	1	1	0	0	0	0	0	1	1,106.16	2	445.26
FLOW000029	2024-12-21 17:50:51	91.0.200.224	41.203.36.120	53,205	53	TCP	0.510405	2,579,858	3,717,575,378	2,579,858	19,674	3,717,575,378	5,646,438	0	1	1	1	124	798	0.00007	0.006476	0.161996	0.210029	Kenya	Government	protocol_ack_flood	1	5,054,531.21	7,283,579,467.29	0.000694	131.13	658.39	1	1	1	1	1	1	1	0.0076	1	1	0	0	0	1	0	0	0	1	1	0	1	1	1	3	0	1	0	0	1	1	1	0	1	0	1	1	1	0	1	0	1	0	0	0	0	0	128.38	6	55.75
FLOW000065	2024-07-16 23:29:59	185.8.184.192	102.220.12.224	15,544	21,828	TCP	2.002849	709,739	603,278,150	709,739	2,541	603,278,150	1,867,635	0	0	0	0	107	1,084	0.000195	0.007763	1.820389	0.479112	Egypt	Telecom	mixed_vector	1	354,364.71	301,210,001.35	0.001176	279.31	323.02	1	1	1	1	1	1	1	0.0036	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	0	1	0	0	11.56	2	7.42
FLOW000838	2024-10-24 12:40:54	185.8.104.64	41.203.48.104	32,015	1,900	TCP	2.283708	4,489,352	1,297,422,728	4,489,352	38,779	1,297,422,728	43,122,248	1	0	1	0	101	53	0.000272	0.001299	4.239041	0.263392	South Africa	Government	protocol_syn_flood	1	1,965,817	568,121,111.81	0.00346	115.77	30.09	1	1	1	1	1	1	1	0.0086	0	1	0	0	0	0	0	0	0	0	0	1	0	1	0	2	1	1	1	0	0	1	1	0	1	0	1	1	1	0	1	0	1	0	0	0	1	0	30.34	8	17.34
FLOW003906	2024-07-07 00:26:35	91.0.80.224	102.220.40.24	1,138	123	TCP	0.744701	4,475,417	5,782,238,764	4,475,417	12,384	5,782,238,764	12,123,936	1	0	0	0	70	344	0.000565	0.009147	1.186991	0.451147	Nigeria	Telecom	protocol_syn_flood	1	6,009,683.08	7,764,510,540.47	0.000774	361.39	476.93	1	1	1	1	1	1	1	0.0028	1	1	0	0	0	0	0	0	1	1	0	1	0	0	0	1	1	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	1	0	0	0	1	0	142.74	5	61.1
FLOW003773	2024-09-19 00:29:56	185.8.8.128	102.220.0.88	8,080	61,942	UDP	4.106741	2,329,316	815,260,600	2,329,316	1,419	815,260,600	1,975,248	0	1	0	1	103	1,127	0.000419	0.003639	3.008412	0.134034	Algeria	Telecom	amplification_ntp	1	567,193.3	198,517,656.7	0.002857	1,641.52	412.74	1	1	1	1	1	1	1	0.0006	0	0	1	0	0	0	0	0	0	0	0	0	1	0	1	2	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	12.66	2	10.86
FLOW004635	2024-08-06 09:17:52	185.0.32.160	102.220.16.152	53,371	443	TCP	2.239862	1,650,467	1,612,506,259	1,650,467	12,634	1,612,506,259	631,700	0	1	0	0	115	1,465	0.000857	0.005112	0.296827	0.444352	Cameroon	Telecom	application_slowloris	1	736,861.02	719,913,217.42	0.001024	130.64	2,552.65	1	1	1	1	1	1	1	0.0077	0	1	0	0	1	0	0	0	0	1	1	0	1	0	0	1	0	0	0	1	0	1	1	0	1	0	1	1	0	1	1	0	0	1	0	0	0	0	19.57	2	10.63
FLOW003161	2024-09-03 18:26:18	185.0.224.0	41.203.0.24	30,156	25	TCP	2.572397	2,065,270	2,691,046,810	2,065,270	20,631	2,691,046,810	28,635,828	0	0	1	1	121	412	0.000702	0.003744	1.39671	0.183013	Ghana	Government	application_slowloris	1	802,858.19	1,046,124,221.88	0.000767	100.11	93.97	1	1	1	1	1	1	1	0.01	0	1	0	0	0	0	0	1	0	1	0	0	0	1	1	2	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	1	0	0	0	0	23.49	3	12.6
FLOW002659	2024-08-22 20:04:53	91.0.80.16	41.203.16.48	47,371	1,900	TCP	3.845936	1,451,469	358,512,843	1,451,469	2,765	358,512,843	2,065,455	0	1	0	1	57	1,356	0.000969	0.00005	3.160406	0.256089	Egypt	Government	application_http_flood	1	377,403.32	93,218,619.08	0.004049	524.94	173.58	1	1	0	1	1	1	1	0.0019	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	2	0	0	0	0	0	1	1	1	0	0	1	1	1	0	1	0	0	1	0	0	0	0	9.71	2	6.68
FLOW004615	2024-11-16 14:28:52	185.0.216.176	102.220.28.136	7,556	55,388	ICMP	1.849923	4,607,473	2,718,409,070	4,607,473	8,177	2,718,409,070	8,127,938	0	1	0	1	111	696	0.000082	0.008853	3.586083	0.003905	Rwanda	Telecom	volumetric_icmp_flood	1	2,490,629.61	1,469,471,469.89	0.001695	563.47	334.45	1	1	1	1	1	1	1	0.0018	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	2	0	0	0	0	1	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	0	44.6	5	21.84
FLOW004628	2024-06-21 10:35:30	185.0.24.48	41.203.16.160	11,211	43,030	UDP	0.114692	3,498,452	4,771,888,528	3,498,452	28,709	4,771,888,528	9,072,044	0	1	0	0	104	1,134	0.000761	0.0083	2.665856	0.466964	Morocco	Government	amplification_ntp	1	30,503,016.78	41,606,114,881.6	0.000733	121.86	526	1	1	1	1	1	1	1	0.0082	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	0	1	0	0	0	726.09	2	296.24
FLOW002451	2024-09-18 21:50:16	91.0.192.96	41.203.0.120	8,080	32,922	UDP	0.870133	4,370,646	939,688,890	4,370,646	40,439	939,688,890	30,207,933	0	0	1	1	49	1,401	0.000502	0.005896	2.58022	0.375581	Algeria	Government	amplification_ntp	1	5,022,963.16	1,079,937,078.58	0.004651	108.08	31.11	1	1	1	1	1	1	1	0.0093	1	0	1	0	0	0	0	0	0	0	0	0	0	1	1	2	0	1	0	1	0	1	1	1	0	0	1	1	1	0	1	0	0	0	1	0	0	0	66.03	3	32.61
FLOW002846	2024-12-22 07:48:05	185.8.64.240	41.203.48.176	33,456	9,414	TCP	4.096579	1,514,017	523,849,882	1,514,017	3,729	523,849,882	1,417,020	1	0	0	1	57	588	0.000072	0.007693	2.02051	0.02895	Tanzania	Government	tcp_connection_flood	1	369,580.81	127,874,961.52	0.00289	406.01	369.68	1	1	1	1	1	1	1	0.0025	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	2	1	0	0	0	1	1	1	1	0	0	1	1	1	0	1	0	0	0	0	0	1	0	9.97	8	9.19
FLOW001144	2024-06-02 07:36:34	91.0.96.176	41.203.0.40	8,706	1,900	TCP	4.461411	155,708	105,414,316	155,708	653	105,414,316	442,734	0	1	0	0	117	1,497	0.000546	0.001783	4.040932	0.012067	Algeria	Government	protocol_ack_flood	1	34,901.07	23,628,021.72	0.001477	238.45	238.1	0	1	0	1	1	1	1	0.0042	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	1	1	0	1	0	1	1	1	0	1	0	1	0	0	0	0	0	5.59	2	5.04
FLOW003078	2025-02-26 03:22:36	185.8.40.128	102.220.28.88	24,264	26,634	ICMP	1.939708	1,581,299	596,149,723	1,581,299	8,624	596,149,723	5,864,320	0	0	0	1	92	1,399	0.000006	0.008134	1.000458	0.167803	Mali	Telecom	volumetric_icmp_flood	1	815,225.28	307,339,931.06	0.002653	183.36	101.66	1	1	1	1	1	1	1	0.0055	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	0	16.23	5	10.49
FLOW001103	2024-06-05 20:52:36	185.8.104.32	41.203.8.232	443	12,367	UDP	0.840845	2,565,539	2,450,089,745	2,565,539	5,639	2,450,089,745	6,603,269	0	1	0	0	51	387	0.000793	0.002458	1.440282	0.143737	Tunisia	Government	amplification_dns	1	3,051,143.79	2,913,842,319.33	0.001047	454.96	371.04	1	1	1	1	1	1	1	0.0022	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	1	0	0	1	1	1	0	1	0	0	0	1	0	0	0	64.65	2	31.66
FLOW000168	2024-09-12 03:38:53	185.8.64.224	41.203.16.32	57,163	18,102	ICMP	0.43605	4,717,121	4,023,704,213	4,717,121	36,179	4,023,704,213	25,578,553	0	1	0	1	54	888	0.00015	0.005666	2.955118	0.482416	Mozambique	Government	volumetric_icmp_flood	1	10,817,844.28	9,227,621,174.18	0.001172	130.38	157.31	1	1	1	1	1	1	1	0.0077	1	0	0	1	0	0	0	0	0	0	1	0	1	0	1	2	0	0	0	0	0	1	1	1	0	0	1	1	1	0	1	1	0	0	0	0	0	0	205.45	2	84.98
FLOW001670	2024-11-15 12:37:08	185.0.128.96	41.203.16.168	57,012	53	TCP	0.392852	4,510,223	1,470,332,698	4,510,223	2,554	1,470,332,698	3,723,732	0	0	0	1	107	294	0.000782	0.000326	1.263818	0.483852	Nigeria	Government	protocol_ack_flood	1	11,480,717.93	3,742,714,044.98	0.003067	1,765.94	394.85	1	1	1	1	1	1	1	0.0006	1	1	0	0	0	1	0	0	0	1	1	0	0	0	1	1	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	1	0	0	0	0	0	157.23	2	65.69
FLOW002570	2024-10-17 03:39:03	185.0.0.128	102.220.0.120	1,900	32,025	UDP	3.229012	2,876,335	4,093,024,705	2,876,335	25,012	4,093,024,705	24,086,556	0	1	0	0	122	641	0.000899	0.008218	3.76654	0.395719	Tanzania	Telecom	amplification_ntp	1	890,778.67	1,267,578,040.9	0.000703	115	169.93	1	1	1	1	1	1	1	0.0087	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	26.58	2	16.43
FLOW002377	2024-06-12 08:41:33	91.0.112.96	102.220.28.112	33,542	33,842	ICMP	3.090225	2,495,172	3,702,835,248	2,495,172	17,264	3,702,835,248	25,291,760	0	1	0	0	85	167	0.000516	0.007652	4.028403	0.456014	Nigeria	Telecom	volumetric_icmp_flood	1	807,440.23	1,198,241,308.64	0.000674	144.53	146.4	1	1	1	1	1	1	1	0.0069	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	0	25.06	2	12.82
FLOW004395	2024-09-08 16:45:52	185.8.176.192	41.203.24.240	25,347	53	TCP	3.541423	1,135,388	691,451,292	1,135,388	1,188	691,451,292	974,160	1	1	0	1	110	64	0.000327	0.000666	4.775336	0.082458	Kenya	Government	protocol_syn_flood	1	320,602.2	195,246,738.95	0.001642	955.71	709.79	1	1	1	1	1	1	1	0.001	0	1	0	0	0	1	0	0	0	1	0	1	1	0	1	3	0	0	1	0	0	1	1	0	1	0	1	1	1	0	1	0	1	0	0	0	1	0	10.16	4	7.66
FLOW004257	2025-02-18 17:13:00	185.0.224.176	102.220.52.168	25,427	53	TCP	2.396773	3,962,889	4,002,517,890	3,962,889	2,157	4,002,517,890	1,660,890	1	0	0	0	108	194	0.000775	0.006298	3.018937	0.071412	Zimbabwe	Telecom	protocol_syn_flood	1	1,653,426.92	1,669,961,189.48	0.00099	1,837.22	2,409.86	1	1	1	1	1	1	1	0.0005	0	1	0	0	0	1	0	0	0	1	0	1	0	0	0	1	1	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	1	0	0	0	1	0	38.23	5	19.29
FLOW003862	2025-04-07 20:09:27	91.0.48.112	102.220.52.144	39,418	18,861	TCP	3.757065	2,342,796	1,297,908,984	2,342,796	17,875	1,297,908,984	18,750,875	1	0	0	1	64	444	0.000929	0.0013	2.098765	0.087862	Rwanda	Telecom	tcp_connection_flood	1	623,570.79	345,458,219.12	0.001805	131.07	69.22	1	1	1	1	1	1	1	0.0076	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	2	1	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	0	0	1	0	14.69	5	9.88
FLOW000023	2025-04-19 11:33:08	185.8.152.32	41.203.28.232	15,365	443	TCP	0.738709	96,513	24,900,354	96,513	797	24,900,354	725,270	0	1	0	0	55	974	0.000134	0.004647	2.702546	0.279463	Zambia	Government	protocol_ack_flood	1	130,650.91	33,707,933.71	0.003876	121.1	34.33	1	1	0	1	1	1	1	0.0083	1	1	0	0	1	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	1	1	1	0	0	1	1	1	0	1	0	1	0	0	0	0	0	6.64	2	5.46
FLOW002633	2024-11-25 02:50:14	185.8.240.16	102.220.28.0	59,889	15,920	TCP	2.859115	516,156	427,377,168	516,156	1,021	427,377,168	1,099,617	0	1	0	0	82	294	0.000087	0.000377	1.64966	0.166871	Senegal	Telecom	mixed_vector	1	180,529.99	149,478,831.04	0.001208	505.54	388.66	1	1	1	1	1	1	1	0.002	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	1	0	0	0	0	1	1	1	0	1	0	1	1	0	1	1	0	0	0	0	1	0	0	8.3	5	7.32
FLOW003340	2024-09-05 06:20:13	185.8.200.192	41.203.20.72	38,093	49,827	ICMP	4.753801	4,850,714	3,473,111,224	4,850,714	23,959	3,473,111,224	14,255,605	0	1	1	1	100	362	0.000991	0.00687	0.308146	0.034517	Algeria	Government	volumetric_icmp_flood	1	1,020,386.42	730,596,679.16	0.001397	202.46	243.63	1	1	1	1	1	1	1	0.0049	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	3	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	0	22.51	3	12.2
FLOW002215	2024-11-28 03:53:53	185.8.56.32	41.203.40.96	24,366	123	TCP	3.971678	4,861,643	5,970,097,604	4,861,643	37,013	5,970,097,604	13,213,641	0	0	1	0	105	924	0.000121	0.001443	1.787321	0.167473	Kenya	Government	protocol_ack_flood	1	1,224,077.83	1,503,167,579.04	0.000814	131.35	451.81	1	1	1	1	1	1	1	0.0076	0	1	0	0	0	0	0	0	1	1	0	0	0	1	0	1	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	0	1	0	0	0	0	0	32.27	3	16.11
FLOW003682	2024-12-22 00:37:20	185.0.40.160	41.203.20.40	31,489	44,937	ICMP	4.686033	4,189,452	3,024,784,344	4,189,452	40,061	3,024,784,344	7,972,139	0	1	1	0	116	404	0.0002	0.00563	4.119412	0.204385	Ghana	Government	volumetric_icmp_flood	1	894,029.56	645,489,339.06	0.001385	104.58	379.42	1	1	1	1	1	1	1	0.0096	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	2	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	0	20.4	3	11.36
FLOW004724	2024-08-05 06:23:18	185.8.216.96	41.203.44.112	40,607	62,550	ICMP	1.193283	1,826,887	2,137,457,790	1,826,887	17,839	2,137,457,790	10,935,307	0	1	1	0	127	566	0.00024	0.009597	2.837931	0.302855	Mali	Government	volumetric_icmp_flood	1	1,530,975.47	1,791,241,298.17	0.000855	102.41	195.46	1	1	1	1	1	1	1	0.0098	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	2	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	0	38.22	3	18.49
FLOW001907	2024-08-30 16:27:33	185.8.176.208	102.220.32.32	46,122	15,798	UDP	1.243872	2,559,831	1,904,514,264	2,559,831	12,347	1,904,514,264	5,617,885	0	0	1	0	71	655	0.000624	0.008857	0.778193	0.384653	Senegal	Telecom	volumetric_udp_flood	1	2,057,953.71	1,531,117,561.94	0.001344	207.32	339.01	1	1	1	1	1	1	1	0.0048	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	1	40.89	3	19.56
FLOW000084	2025-05-08 20:50:09	91.0.48.224	102.220.32.200	42,816	443	TCP	4.456767	1,371,249	2,052,759,753	1,371,249	11,625	2,052,759,753	17,135,250	0	1	1	0	55	451	0.000792	0.002368	2.520707	0.180448	Kenya	Telecom	application_http_flood	1	307,677.96	460,593,913.26	0.000668	117.96	119.8	1	1	1	1	1	1	1	0.0085	0	1	0	0	1	0	0	0	0	1	0	0	1	1	0	2	0	1	0	0	0	1	1	1	0	0	1	1	0	1	1	0	0	1	0	0	0	0	12.68	3	8.27
FLOW000227	2024-08-01 07:39:54	185.0.8.16	102.220.44.0	24,721	40,160	UDP	3.370841	3,232,872	3,973,199,688	3,232,872	3,301	3,973,199,688	2,330,506	0	1	0	1	70	591	0.000472	0.006131	1.893028	0.249385	Senegal	Telecom	volumetric_udp_flood	1	959,069.86	1,178,696,855.77	0.000814	979.36	1,704.87	1	1	1	1	1	1	1	0.001	0	0	1	0	0	0	0	0	0	0	0	0	1	0	1	2	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	1	26.38	2	13.35
FLOW000296	2024-08-31 16:14:02	185.0.200.160	102.220.28.216	51,402	28,263	TCP	1.96378	4,177,675	1,094,550,850	4,177,675	9,428	1,094,550,850	10,813,916	0	0	1	0	96	570	0.000104	0.00073	2.899588	0.125298	Kenya	Telecom	mixed_vector	1	2,127,364.06	557,369,384.55	0.003817	443.11	101.22	1	1	1	1	1	1	1	0.0023	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	0	1	0	0	31.85	3	15.94
FLOW001001	2024-12-06 16:10:40	185.0.168.208	102.220.24.32	30,398	13,379	TCP	4.349518	4,871,320	1,130,146,240	4,871,320	9,067	1,130,146,240	6,365,034	0	1	1	0	83	707	0.000224	0.002729	2.232261	0.318231	Tunisia	Telecom	mixed_vector	1	1,119,967.78	259,832,523.97	0.00431	537.26	177.56	1	1	1	1	1	1	1	0.0019	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	2	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	0	1	0	0	18.8	3	10.72
FLOW002138	2024-12-16 19:13:09	91.0.104.128	41.203.28.176	33,581	63,966	TCP	1.378441	2,164,190	1,177,319,360	2,164,190	6,435	1,177,319,360	1,718,145	0	0	0	0	44	760	0.00065	0.006167	2.101662	0.067431	Uganda	Government	mixed_vector	1	1,570,027.3	854,094,850.63	0.001838	336.32	685.23	1	1	1	1	1	1	1	0.003	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	1	1	1	0	1	0	0	0	0	1	0	0	29.24	2	14.5
FLOW000711	2024-12-21 08:32:58	91.0.8.32	102.220.0.152	53	43,032	UDP	4.152426	3,509,665	1,396,846,670	3,509,665	869	1,396,846,670	1,061,049	0	0	0	1	101	455	0.000802	0.000245	1.432616	0.435996	Nigeria	Telecom	amplification_dns	1	845,208.32	336,392,911.04	0.002513	4,038.74	1,316.48	1	1	1	1	1	1	1	0.0002	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	16.82	2	12.53
FLOW002801	2025-03-21 08:57:45	91.0.168.224	41.203.52.64	62,027	22	TCP	0.14123	4,978,060	413,178,980	4,978,060	21,936	413,178,980	14,499,696	0	1	1	1	61	1,369	0.000744	0.003742	4.158451	0.210502	Kenya	Government	application_http_flood	1	35,247,893.51	2,925,575,161.08	0.012048	226.94	28.5	1	1	1	1	1	1	1	0.0044	1	1	0	0	0	0	1	0	0	1	1	0	1	1	1	3	0	1	0	0	0	1	1	1	0	0	1	1	1	0	1	0	0	1	0	0	0	0	386.73	3	157.89
FLOW002527	2025-01-29 06:21:00	185.0.112.112	41.203.52.48	4,478	10,108	ICMP	0.697592	4,422,937	459,985,448	4,422,937	13,472	459,985,448	2,923,424	0	1	0	0	96	90	0.000364	0.003837	2.326364	0.147411	Senegal	Government	volumetric_icmp_flood	1	6,340,292.03	659,390,371.45	0.009615	328.31	157.34	1	1	1	1	1	1	1	0.003	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	0	75	4	33.6
FLOW003752	2024-08-12 22:10:55	185.8.240.112	41.203.44.96	5,271	241	TCP	3.421801	2,298,125	232,110,625	2,298,125	1,715	232,110,625	102,900	0	1	0	1	100	1,263	0.000051	0.009386	3.643924	0.415505	Tanzania	Government	mixed_vector	1	671,612.7	67,832,882.45	0.009901	1,340.01	2,255.69	1	1	0	1	1	1	1	0.0007	0	1	0	0	0	0	0	0	0	1	0	0	1	0	1	2	0	0	0	0	1	1	1	0	1	0	1	1	1	0	1	0	0	0	0	1	0	0	12.39	5	8.96
FLOW003321	2025-05-23 23:33:40	185.0.232.208	41.203.32.136	60,122	443	TCP	1.397215	2,602,235	525,651,470	2,602,235	10,448	525,651,470	7,627,040	0	0	0	1	100	1,428	0.000454	0.001903	2.713616	0.302389	Morocco	Government	protocol_ack_flood	1	1,862,444.22	376,213,732.32	0.00495	249.07	68.92	1	1	1	1	1	1	1	0.004	0	1	0	0	1	0	0	0	0	1	1	0	0	0	1	1	0	0	0	1	0	1	1	0	1	0	1	1	1	0	1	0	1	0	0	0	0	0	27.39	2	13.76
FLOW003181	2024-12-06 02:37:35	91.0.88.160	102.220.48.152	19,855	1,900	TCP	0.391836	2,389,920	2,853,564,480	2,389,920	7,590	2,853,564,480	5,821,530	0	0	1	0	103	451	0.000144	0.004162	4.629696	0.355742	Rwanda	Telecom	protocol_ack_flood	1	6,099,286.44	7,282,548,004.78	0.000838	314.88	490.17	1	1	1	1	1	1	1	0.0032	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	0	1	0	0	0	0	0	138.82	3	58.73
FLOW004183	2024-11-11 17:52:22	185.8.136.176	41.203.60.56	14,284	27,876	ICMP	4.048108	1,347,055	901,179,795	1,347,055	13,438	901,179,795	1,437,866	0	0	0	0	100	1,367	0.000844	0.001814	0.1269	0.466089	Morocco	Government	volumetric_icmp_flood	1	332,761.63	222,617,527.74	0.001495	100.24	626.75	1	1	1	1	1	1	1	0.01	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	0	10.55	2	7.02
FLOW001615	2024-11-02 12:19:58	91.0.112.144	41.203.32.80	28,285	53	TCP	1.075072	3,177,330	978,617,640	3,177,330	27,691	978,617,640	31,927,723	0	0	0	0	105	682	0.000316	0.000004	4.326774	0.083675	Senegal	Government	protocol_ack_flood	1	2,955,457.87	910,281,023.04	0.003247	114.74	30.65	1	1	1	1	1	1	1	0.0087	0	1	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	1	0	0	0	0	0	43.66	2	20.26
FLOW003024	2024-08-14 00:22:19	185.0.152.208	102.220.24.0	80	16,140	UDP	0.352598	3,364,625	511,423,000	3,364,625	16,802	511,423,000	14,567,334	0	0	1	0	96	368	0.000306	0.008998	4.476519	0.485899	Senegal	Telecom	amplification_dns	1	9,542,382.54	1,450,442,146.58	0.006579	200.25	35.11	1	1	1	1	1	1	1	0.005	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	114.93	3	52.17
FLOW001413	2024-12-09 06:15:27	91.0.56.48	41.203.24.88	12,502	80	TCP	2.898306	3,946,901	244,707,862	3,946,901	30,301	244,707,862	18,392,707	1	1	0	0	116	549	0.000638	0.00398	0.778881	0.437315	Tanzania	Government	protocol_syn_flood	1	1,361,795.82	84,431,340.93	0.016129	130.26	13.3	1	1	0	1	1	1	1	0.0077	0	1	0	0	1	0	0	0	0	1	0	1	1	0	0	2	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	0	1	0	0	0	1	0	19.46	2	10.58
FLOW000763	2025-01-24 15:39:22	91.0.104.32	41.203.52.88	44,830	22	TCP	2.246907	2,568,952	3,532,309,000	2,568,952	1,268	3,532,309,000	645,412	0	1	0	0	107	509	0.000042	0.00952	2.301325	0.19849	Senegal	Government	protocol_ack_flood	1	1,143,328.14	1,572,076,191.85	0.000727	2,025.99	5,472.95	1	1	1	1	1	1	1	0.0005	0	1	0	0	0	0	1	0	0	1	0	0	1	0	0	1	0	0	0	0	1	1	1	0	1	0	1	1	1	0	1	0	1	0	0	0	0	0	32.15	5	16.86
FLOW000655	2025-02-28 07:58:21	185.8.136.64	102.220.8.32	22,246	65,500	ICMP	4.225202	2,515,514	3,260,106,144	2,515,514	18,681	3,260,106,144	3,885,648	0	0	0	0	71	1,162	0.000156	0.009927	0.22916	0.112234	Zambia	Telecom	volumetric_icmp_flood	1	595,359.46	771,585,865.95	0.000772	134.66	839.01	1	1	1	1	1	1	1	0.0074	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	0	18.67	2	10.27
FLOW004797	2024-11-08 07:42:28	185.0.128.16	41.203.12.0	80	31,510	UDP	1.364424	4,121,005	1,982,203,405	4,121,005	38,363	1,982,203,405	44,692,895	0	0	1	1	123	624	0.000529	0.007012	2.112637	0.350961	Kenya	Government	amplification_dns	1	3,020,325.79	1,452,776,706.51	0.002079	107.42	44.35	1	1	1	1	1	1	1	0.0093	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	2	0	1	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	0	1	0	0	0	49.73	3	26.09
FLOW003849	2025-05-25 14:32:43	185.8.56.32	102.220.32.56	28,964	41,979	TCP	4.102707	2,308,288	2,359,070,336	2,308,288	21,165	2,359,070,336	4,275,330	1	0	0	0	103	1,425	0.000323	0.005532	0.93649	0.42169	Mali	Telecom	tcp_connection_flood	1	562,625.6	575,003,366.31	0.000978	109.06	551.79	1	1	1	1	1	1	1	0.0092	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	1	0	1	1	0	1	0	1	1	0	1	1	0	0	0	0	0	1	0	16.38	5	10.55
FLOW004153	2024-12-02 23:08:59	91.0.104.32	102.220.36.120	21,849	16,066	UDP	1.071113	1,684,574	1,441,995,344	1,684,574	11,503	1,441,995,344	7,039,836	0	0	1	1	101	668	0.000247	0.004685	2.45081	0.209488	Rwanda	Telecom	volumetric_udp_flood	1	1,572,732.29	1,346,258,839.17	0.001168	146.45	204.83	1	1	1	1	1	1	1	0.0068	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	2	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	1	34.19	3	16.88
FLOW000468	2025-02-03 18:32:32	91.0.8.240	102.220.56.224	4,002	62,640	UDP	0.835509	2,349,725	3,444,696,850	2,349,725	4,224	3,444,696,850	2,673,792	0	0	1	0	90	1,053	0.000685	0.008703	4.860538	0.082759	Cote d'Ivoire	Telecom	volumetric_udp_flood	1	2,812,327.58	4,122,872,225.19	0.000682	556.28	1,288.32	1	1	1	1	1	1	1	0.0018	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	1	74.35	3	32.94
FLOW000157	2024-08-21 20:30:07	185.0.240.208	41.203.40.128	24,276	443	TCP	2.668914	518,995	253,788,555	518,995	4,716	253,788,555	3,937,860	0	0	0	1	85	1,251	0.000029	0.007006	4.743038	0.281803	Morocco	Government	application_http_flood	1	194,459.24	95,090,570.55	0.002045	110.05	64.45	1	1	0	1	1	1	1	0.0091	0	1	0	0	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	1	0	1	0	1	1	1	0	1	0	0	1	0	0	0	0	7.9	5	7.16
FLOW001295	2024-10-19 18:08:56	185.0.16.240	41.203.48.16	123	55,770	UDP	3.308177	2,940,962	1,014,631,890	2,940,962	5,936	1,014,631,890	2,202,256	0	0	0	0	55	1,338	0.000561	0.003845	4.443534	0.00682	Mali	Government	amplification_dns	1	888,997.78	306,704,233.18	0.002899	495.45	460.72	1	1	1	1	1	1	1	0.002	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	1	1	1	0	1	0	0	0	1	0	0	0	16.96	2	12.58
FLOW000497	2025-03-05 22:35:13	185.8.80.240	102.220.60.144	37,249	38,987	ICMP	4.631818	3,898,891	3,575,283,047	3,898,891	24,452	3,575,283,047	9,829,704	0	0	1	1	88	623	0.000845	0.006886	2.243719	0.141624	Cote d'Ivoire	Telecom	volumetric_icmp_flood	1	841,762.56	771,896,272.05	0.001091	159.45	363.72	1	1	1	1	1	1	1	0.0063	0	0	0	1	0	0	0	0	0	0	0	0	0	1	1	2	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	0	21.14	3	11.66
FLOW004740	2024-09-16 18:57:45	185.8.56.144	41.203.28.120	64,393	14,653	UDP	3.683358	297,458	395,916,598	297,458	1,777	395,916,598	2,404,281	0	0	0	1	110	1,471	0.000268	0.002338	0.589494	0.321643	Morocco	Government	volumetric_udp_flood	1	80,757.29	107,487,949.31	0.000751	167.39	164.67	0	1	1	1	1	1	1	0.006	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	0	1	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	1	6.88	2	5.55
FLOW002940	2024-07-28 00:46:37	91.0.152.176	102.220.56.16	30,477	1,900	TCP	4.921351	1,637,714	1,382,230,616	1,637,714	8,766	1,382,230,616	3,927,168	0	0	1	0	97	202	0.000468	0.005499	1.677528	0.440156	Botswana	Telecom	application_http_flood	1	332,777.32	280,864,058.67	0.001185	186.83	351.97	1	1	1	1	1	1	1	0.0054	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	1	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	1	0	0	0	0	11.14	3	7.66
FLOW003456	2024-08-09 04:46:30	91.0.136.80	102.220.56.104	6,149	80	TCP	4.874366	129,177	129,564,531	129,177	619	129,564,531	372,638	1	1	1	1	60	1,285	0.000825	0.00716	2.590413	0.094574	Kenya	Telecom	protocol_syn_flood	1	26,501.29	26,580,796.56	0.000997	208.69	347.7	0	1	0	1	1	1	1	0.0048	0	1	0	0	1	0	0	0	0	1	0	1	1	1	1	4	0	1	0	0	0	1	1	1	0	0	1	1	0	1	1	0	1	0	0	0	1	0	5.53	3	5.41
FLOW000373	2025-04-28 08:56:11	185.0.136.160	102.220.52.24	55,734	53,029	ICMP	4.243127	3,733,508	3,326,555,628	3,733,508	431	3,326,555,628	233,602	0	1	0	1	104	390	0.000086	0.003725	3.798742	0.180322	Senegal	Telecom	volumetric_icmp_flood	1	879,895.42	783,986,816.33	0.001122	8,662.43	14,240.27	1	1	1	1	1	1	1	0.0001	0	0	0	1	0	0	0	0	0	0	1	0	1	0	1	2	0	0	0	0	1	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	0	0	21.64	5	12.66
FLOW000079	2024-06-22 14:04:38	185.8.144.240	102.220.32.56	24,418	56,502	TCP	2.367525	357,197	487,216,708	357,197	782	487,216,708	488,750	1	0	1	1	74	294	0.0008	0.00437	2.060107	0.219868	Algeria	Telecom	tcp_connection_flood	1	150,873.59	205,791,578.97	0.000733	456.77	996.86	1	1	1	1	1	1	1	0.0022	0	1	0	0	0	0	0	0	0	0	0	1	0	1	1	3	1	1	0	0	0	1	1	0	1	0	1	1	0	1	1	0	0	0	0	0	1	0	8.57	6	7.83

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DDoS Attacks on Government & Telco — Africa Cyber Threat Intelligence

Part of the Africa Cyber Threat Intelligence collection by electricsheepafrica.

Acquisition: RESEARCH
Rows: 10,000 (balanced 50/50)
Synthetic: All records based on real-world research data (is_synthetic=0).

Usage

from datasets import load_dataset
dataset = load_dataset("electricsheepafrica/africa-ddos-gov-telco-dataset")

Features

Column	Type
`flow_id`	str
`timestamp`	str
`src_ip`	str
`dst_ip`	str
`src_port`	int64
`dst_port`	int64
`protocol`	str
`duration_s`	float64
`total_packets`	int64
`total_bytes`	int64
`fwd_packets`	int64
`bwd_packets`	int64
`fwd_bytes`	int64
`bwd_bytes`	int64
`syn_flag`	int64
`ack_flag`	int64
`fin_flag`	int64
`rst_flag`	int64
`psh_flag`	int64
`urg_flag`	int64
`ttl`	int64
`packet_size_mean`	int64
`inter_arrival_mean`	float64
`flow_iat_mean`	float64
`active_mean`	float64
`idle_mean`	float64
`target_country`	str
`target_sector`	str
`attack_type`	str
`label`	int64
`is_synthetic`	int64
`packets_per_second`	float64
`bytes_per_second`	float64
`packets_per_byte`	float64
`fwd_bwd_packet_ratio`	float64
`fwd_bwd_byte_ratio`	float64
`is_very_high_pps`	int64
`is_high_pps`	int64
`is_very_high_bps`	int64
`is_high_bps`	int64
`is_unidirectional`	int64
`is_mostly_forward`	int64
`fwd_packet_pct`	float64
`bwd_packet_pct`	float64
`is_instant`	int64
`is_short`	int64
`is_long`	int64
`is_tcp`	int64
`is_udp`	int64
`is_icmp`	int64
`is_dst_web`	int64
`is_dst_dns`	int64
`is_dst_ssh`	int64
`is_dst_mail`	int64
`is_dst_ntp`	int64
`is_dst_well_known`	int64
`is_src_high_port`	int64
`syn_count`	int64
`ack_count`	int64
`fin_count`	int64
`rst_count`	int64
`psh_count`	int64
`urg_count`	int64
`total_flags`	int64
`syn_only`	int64
`has_rst`	int64
`is_small_packet`	int64
`is_large_packet`	int64
`is_very_frequent`	int64
`is_frequent`	int64
`flow_iat_low`	int64
`ttl_low`	int64
`ttl_medium`	int64
`ttl_high`	int64
`is_african_dst`	int64
`is_african_src`	int64
`targets_africa`	int64
`target_sector_gov`	int64
`target_sector_telco`	int64
`target_is_critical`	int64
`is_volumetric`	int64
`is_protocol_attack`	int64
`is_app_attack`	int64
`is_amplification`	int64
`is_mixed`	int64
`is_tcp_flood`	int64
`is_udp_flood`	int64
`is_benign_service`	int64
`volume_score`	float64
`aggression_score`	int64
`ddos_risk_score`	float64

Citation

@misc{electricsheepafrica2026africaddosgovtelcodataset,
  title = {DDoS Attacks on Government & Telco (Africa)},
  author = {Electric Sheep Africa},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-ddos-gov-telco-dataset}}
}

License: MIT

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Collection including electricsheepafrica/africa-ddos-gov-telco-dataset

Africa · Cyber Threat Intelligence

Collection

A curated collection of machine-learning ready datasets for cybersecurity threat detection, intelligence, and research. • 57 items • Updated May 22