Datasets:

electricsheepafrica
/

africa-malware-dataset

record_id large_string	country large_string	malware_family large_string	mitre_technique large_string	delivery_vector large_string	targeted_sector large_string	file_type large_string	file_size_kb int64	is_packed int64	is_obfuscated int64	uses_encryption int64	has_persistence int64	communicates_c2 int64	signature_detected int64	heuristic_detected int64	behavior_detected int64	sandbox_detected int64	is_ransomware int64	is_info_stealer int64	is_banking_trojan int64	is_remote_access int64	detection_hour int64	is_weekend int64	ip_african int64	uses_proxy int64	uses_tor int64	label int64	obfuscation_score int64	is_packed_or_obfuscated int64	has_persistence_mechanism int64	has_c2_communication int64	advanced_evasion int64	malware_complexity int64	detection_score int64	signature_only int64	behavior_only int64	fully_detected int64	undetected int64	needs_sandbox int64	is_malicious_family int64	data_theft_family int64	extortion_family int64	access_family int64	financial_target int64	is_executable int64	is_document int64	is_script int64	is_mobile int64	is_archive int64	is_java int64	vector_email_attach int64	vector_email_link int64	vector_drive_by int64	vector_usb int64	vector_supply_chain int64	vector_social int64	vector_mobile int64	vector_torrent int64	vector_messaging int64	targets_banking int64	targets_gov int64	targets_telecom int64	targets_energy int64	targets_healthcare int64	targets_education int64	targets_manufacturing int64	targets_ecommerce int64	is_night int64	is_business_hours int64	is_weekend.1 int64	off_hours_weekend int64	african_origin int64	anonymized int64	high_anonymity int64	non_african_anonymized int64	is_large_file int64	is_small_file int64	size_category int64	is_west_africa int64	is_east_africa int64	is_southern_africa int64	is_north_africa int64	malware_risk_score int64	detection_difficulty int64	threat_severity int64
MAL001501	Nigeria	Lokibot	T1543.003	drive_by_download	Government	.pdf	729	1	0	1	1	1	1	0	0	0	0	1	0	0	5	0	0	0	0	1	2	1	1	1	0	4	1	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	1	1	0	0	0	14	0	4
MAL002586	Nigeria	RedLine Stealer	T1204.002	email_attachment	Education	.doc	2,243	0	0	0	1	1	0	1	0	1	0	1	0	0	7	0	1	0	0	1	0	0	1	1	0	2	2	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	1	0	2	1	0	0	0	8	0	3
MAL002653	South Africa	FluBot	T1204.002	drive_by_download	Government	.pdf	200	1	0	0	0	0	1	0	0	0	0	0	1	0	21	0	0	1	0	1	1	1	0	0	0	1	1	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	0	0	1	0	5	0	3
MAL001055	South Africa	Qakbot	T1547.001	supply_chain	Government	.exe	1,387	1	1	0	0	1	0	1	0	0	0	0	1	0	4	0	0	0	0	1	2	1	0	1	0	3	1	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	2	0	0	1	0	11	0	4
MAL000705	Nigeria	EventBot	T1053.005	social_media	Telecom	.scr	4,830	1	1	1	1	0	1	0	1	1	0	0	1	0	19	0	1	1	0	1	3	1	1	0	1	4	3	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	2	1	0	0	0	14	4	3
MAL000106	Kenya	Remcos	T1204.001	email_link	Government	.doc	697	1	0	0	1	0	0	1	1	0	0	0	0	1	2	0	0	1	0	1	1	1	1	0	0	2	2	0	1	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	1	0	1	0	0	1	0	1	0	0	6	3	3
MAL000589	Algeria	NjRAT	T1105	email_attachment	Government	.doc	4,451	0	1	1	0	1	1	0	0	1	0	0	0	1	23	0	0	1	1	1	2	1	0	1	0	3	2	1	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	1	1	1	1	0	2	0	0	0	1	9	0	5
MAL002468	Nigeria	EventBot	T1204.002	email_attachment	Telecom	.apk	311	0	0	0	0	0	1	1	0	1	0	0	1	0	7	0	0	0	0	1	0	0	0	0	0	0	3	0	0	0	0	0	1	1	0	0	1	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	2	0	3
MAL002413	Nigeria	Ryuk	T1566.001	drive_by_download	Manufacturing	.js	1,234	1	1	1	1	1	0	0	1	0	1	0	0	0	16	0	0	0	0	1	3	1	1	1	1	5	1	0	1	0	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	1	0	2	1	0	0	0	18	7	4
MAL001600	South Africa	FluBot	T1204.001	social_media	Banking & Fintech	.jar	3,937	1	0	1	1	0	0	1	0	0	0	0	1	0	2	0	0	1	0	1	2	1	1	0	0	3	1	0	0	0	0	0	1	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	1	0	1	1	0	2	0	0	1	0	11	0	4
MAL002464	South Africa	Formbook	T1547.001	supply_chain	Healthcare	.apk	568	1	1	1	0	1	1	1	0	0	0	1	0	0	11	0	1	0	0	1	3	1	0	1	1	4	2	0	0	0	0	0	1	1	0	0	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	1	0	14	4	3
MAL000228	South Africa	AgentTesla	T1071.001	email_attachment	Manufacturing	.docx	2,097	0	1	1	0	1	0	1	0	0	0	1	0	0	9	0	1	0	0	1	2	1	0	1	0	3	1	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	1	0	2	0	0	1	0	11	0	3
MAL000915	Egypt	AgentTesla	T1566.002	drive_by_download	Banking & Fintech	.js	2,975	0	1	1	0	0	1	1	0	0	0	1	0	0	0	0	1	0	0	1	2	1	0	0	0	2	2	0	0	0	0	0	1	1	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	1	0	0	0	1	0	2	0	0	0	1	8	0	4
MAL000794	Ghana	Lokibot	T1552.001	usb_removable	Energy	.docx	3,539	0	1	0	0	1	0	1	1	0	0	1	0	0	10	0	1	0	0	1	1	1	0	1	0	2	2	0	1	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	1	0	2	1	0	0	0	8	3	3
MAL003021	Zambia	Lokibot	T1005	email_link	Government	.pdf	1,329	0	0	0	1	1	1	0	0	0	0	1	0	0	9	1	0	1	0	1	0	0	1	1	0	2	1	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	1	0	1	0	1	1	0	2	0	0	1	0	8	0	4
MAL003543	Ethiopia	AsyncRAT	T1021.002	drive_by_download	Government	.exe	2,646	0	0	1	1	1	0	0	1	1	0	0	0	1	11	1	1	1	0	1	1	0	1	1	0	3	2	0	1	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	1	1	1	0	0	1	0	2	0	1	0	0	9	5	3
MAL001073	South Africa	Remcos	T1053.005	email_attachment	Banking & Fintech	.xlsx	4,929	1	0	1	1	1	1	1	0	0	0	0	0	1	12	0	0	0	1	1	2	1	1	1	0	4	2	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	1	0	1	1	0	2	0	0	1	0	12	0	2
MAL003351	Nigeria	AgentTesla	T1005	email_link	Energy	.exe	568	1	1	1	1	1	1	1	0	0	0	1	0	0	1	0	0	1	0	1	3	1	1	1	1	5	2	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	1	0	1	0	0	1	1	0	0	0	17	4	4
MAL001744	Algeria	Emotet	T1041	email_link	Banking & Fintech	.js	2,109	0	1	1	0	1	1	1	0	0	0	0	1	0	5	1	0	0	0	1	2	1	0	1	0	3	2	0	0	0	0	0	1	1	0	0	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	1	1	0	0	0	0	1	0	2	0	0	0	1	11	0	4
MAL001084	Algeria	RedLine Stealer	T1566.002	email_attachment	Energy	.doc	4,808	0	1	0	1	0	0	1	0	0	0	1	0	0	15	0	0	1	0	1	1	1	1	0	0	2	1	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	1	0	1	1	0	2	0	0	0	1	8	0	3
MAL000926	Nigeria	TrickBot	T1204.001	email_attachment	Manufacturing	.pdf	3,572	1	1	1	1	1	1	1	0	1	0	0	1	0	6	0	0	1	0	1	3	1	1	1	1	5	3	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	1	1	0	2	1	0	0	0	17	4	3
MAL003049	Ethiopia	Qakbot	T1059.005	email_link	Banking & Fintech	.docx	4,523	0	1	1	1	0	1	0	0	0	0	0	1	0	11	0	0	0	1	1	2	1	1	0	0	3	1	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	1	0	1	1	0	2	0	1	0	0	11	0	3
MAL001117	Kenya	Lokibot	T1059.003	email_link	Banking & Fintech	.exe	3,664	0	0	1	1	0	1	1	0	0	0	1	0	0	16	1	0	0	0	1	1	0	1	0	0	2	2	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	1	0	2	0	1	0	0	8	0	4
MAL000642	South Africa	Anubis	T1204.002	drive_by_download	Healthcare	.pdf	436	1	1	0	1	1	0	1	0	0	0	1	1	0	21	0	0	0	0	1	2	1	1	1	0	4	1	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	14	0	3
MAL004767	Ghana	Remcos	T1204.001	email_attachment	Manufacturing	.hta	4,126	1	0	0	0	1	1	1	0	0	0	0	0	1	5	0	0	0	0	1	1	1	0	1	0	2	2	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	0	0	0	0	1	0	2	1	0	0	0	6	0	3
MAL000501	South Africa	AgentTesla	T1204.002	email_attachment	Telecom	.xlsx	3,937	1	0	0	0	1	0	0	0	0	0	1	0	0	15	0	1	0	0	1	1	1	0	1	0	2	0	0	0	0	1	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	2	0	0	1	0	11	5	3
MAL004066	South Africa	EventBot	T1566.001	email_attachment	Education	.xlsx	2,425	1	0	0	1	1	0	1	1	0	0	0	1	0	17	0	0	1	0	1	1	1	1	1	0	3	2	0	1	0	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	1	1	0	2	0	0	1	0	11	3	3
MAL000333	Uganda	Emotet	T1543.003	mobile_app_store	Banking & Fintech	.exe	1,803	1	1	1	1	1	0	1	0	0	0	0	1	0	10	1	1	0	0	1	3	1	1	1	1	5	1	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	1	1	1	0	0	0	1	0	2	0	1	0	0	17	4	4
MAL004684	Zimbabwe	Remcos	T1552.001	email_attachment	Healthcare	.docx	629	1	0	1	1	1	0	0	0	0	0	0	0	1	20	1	1	0	0	1	2	1	1	1	0	4	0	0	0	0	1	0	1	0	0	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	1	0	0	0	0	0	1	0	0	1	0	15	5	3
MAL000486	Egypt	Dridex	T1566.001	email_attachment	Healthcare	.xls	1,629	1	0	1	0	1	1	0	0	0	0	0	1	0	3	0	0	0	0	1	2	1	0	1	0	3	1	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	0	0	0	1	0	2	0	0	0	1	11	0	4
MAL001962	Egypt	Dridex	T1204.002	drive_by_download	Government	.docx	3,325	1	1	1	0	1	1	1	0	0	0	0	1	0	8	0	0	1	0	1	3	1	0	1	1	4	2	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	0	1	1	0	2	0	0	0	1	14	4	3
MAL000393	Egypt	Lokibot	T1041	email_attachment	Healthcare	.js	2,298	0	1	0	1	1	0	1	0	0	0	1	0	0	12	1	0	1	1	1	1	1	1	1	0	3	1	0	0	0	0	0	1	1	0	0	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	1	0	1	1	1	1	0	2	0	0	0	1	11	0	6
MAL004842	Kenya	FluBot	T1543.003	email_link	Education	.exe	1,672	1	1	1	1	1	1	0	0	0	0	0	1	0	6	1	0	0	0	1	3	1	1	1	1	5	1	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	0	2	0	1	0	0	17	4	4
MAL004866	Egypt	FluBot	T1005	email_link	Banking & Fintech	.exe	3,955	1	1	1	1	1	0	1	0	0	0	0	1	0	19	1	1	0	0	1	3	1	1	1	1	5	1	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	1	1	0	0	0	1	0	2	0	0	0	1	17	4	4
MAL001755	Tanzania	Cerberus	T1204.002	email_link	Banking & Fintech	.zip	3,879	0	0	0	1	1	1	1	1	0	0	0	0	0	1	0	0	0	1	1	0	0	1	1	0	2	3	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	1	0	1	1	0	2	0	1	0	0	6	0	1
MAL002515	Rwanda	FluBot	T1105	email_attachment	Banking & Fintech	.docx	4,751	1	1	1	0	0	0	0	1	0	0	0	1	0	12	0	0	0	0	1	3	1	0	0	1	3	1	0	1	0	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	2	0	1	0	0	11	7	3
MAL003585	Tanzania	Lokibot	T1566.002	usb_removable	Banking & Fintech	.pdf	1,029	1	0	0	0	1	0	0	0	0	0	1	0	0	15	0	0	0	0	1	1	1	0	1	0	2	0	0	0	0	1	0	1	1	0	0	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	2	0	1	0	0	11	5	3
MAL004315	Ghana	Lokibot	T1566.001	mobile_app_store	Energy	.pdf	2,272	0	0	0	1	1	0	1	0	1	0	1	0	0	19	0	0	0	1	1	0	0	1	1	0	2	2	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	1	1	0	2	1	0	0	0	8	0	3
MAL004966	Uganda	Remcos	T1547.001	email_attachment	Banking & Fintech	.docx	1,217	0	0	0	1	0	1	0	0	0	0	0	0	1	16	1	1	1	0	1	0	0	1	0	0	1	1	1	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	1	1	0	0	1	0	2	0	1	0	0	3	0	3
MAL002099	South Africa	AgentTesla	T1021.001	supply_chain	Government	.exe	3,872	0	1	1	0	0	1	1	0	0	0	1	0	0	10	0	0	0	0	1	2	1	0	0	0	2	2	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	2	0	0	1	0	8	0	3
MAL003599	Nigeria	AgentTesla	T1005	social_media	Energy	.zip	814	0	1	0	1	0	1	1	0	0	0	1	0	0	4	0	0	0	0	1	1	1	1	0	0	2	2	0	0	0	0	0	1	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	0	0	0	0	0	1	1	0	0	0	8	0	4
MAL004121	Botswana	Qakbot	T1552.001	social_media	Banking & Fintech	.hta	1,145	1	0	1	1	1	1	1	0	1	0	0	1	0	2	0	0	0	0	1	2	1	1	1	0	4	3	0	0	0	0	0	1	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	2	0	0	1	0	14	0	4
MAL000029	Egypt	TrickBot	T1059.003	email_link	Government	.apk	4,065	0	1	1	1	0	1	0	0	1	0	0	1	0	14	1	0	0	0	1	2	1	1	0	0	3	2	1	0	0	0	0	1	1	0	0	1	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	1	0	0	0	0	1	0	2	0	0	0	1	11	0	4
MAL000065	Egypt	AgentTesla	T1071.001	supply_chain	Banking & Fintech	.apk	789	1	1	1	1	1	1	0	1	0	0	1	0	0	10	1	0	0	0	1	3	1	1	1	1	5	2	0	0	0	0	0	1	1	0	0	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	1	0	0	0	1	17	4	4
MAL000838	Uganda	Qakbot	T1021.001	email_attachment	Healthcare	.xlsx	4,891	1	0	1	1	0	1	1	0	0	0	0	1	0	22	0	0	1	0	1	2	1	1	0	0	3	2	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	1	0	2	0	1	0	0	11	0	3
MAL003906	Egypt	TrickBot	T1547.001	usb_removable	Education	.exe	4,273	1	1	1	0	1	1	0	0	0	0	0	1	0	11	0	0	0	0	1	3	1	0	1	1	4	1	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	1	0	2	0	0	0	1	14	4	3
MAL003773	Nigeria	RedLine Stealer	T1053.005	email_attachment	Manufacturing	.zip	4,249	1	0	1	0	1	0	0	1	0	0	1	0	0	12	0	1	1	0	1	2	1	0	1	0	3	1	0	1	0	0	0	1	1	0	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	1	0	0	1	0	2	1	0	0	0	11	3	3
MAL004635	Morocco	Lokibot	T1543.003	email_attachment	Education	.exe	3,173	1	0	0	0	0	1	0	1	0	0	1	0	0	15	0	0	1	0	1	1	1	0	0	0	1	2	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	1	1	0	2	0	0	0	1	5	0	3
MAL003161	Egypt	Anubis	T1543.003	drive_by_download	Government	.hta	2,439	1	1	1	0	0	1	0	0	0	0	1	1	0	13	0	0	1	0	1	3	1	0	0	1	3	1	1	0	0	0	0	1	1	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	0	1	1	0	2	0	0	0	1	11	4	3
MAL002659	Kenya	Dridex	T1071.001	email_attachment	Government	.js	2,994	0	0	1	0	0	0	0	0	0	0	0	1	0	20	0	1	0	1	1	1	0	0	0	0	1	0	0	0	0	1	0	1	1	0	0	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	2	0	1	0	0	8	5	3
MAL004615	Nigeria	RedLine Stealer	T1204.002	usb_removable	Telecom	.hta	1,687	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	0	1	0	0	1	0	0	0	0	1	0	1	1	0	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	1	0	2	1	0	0	0	8	5	4
MAL004628	Tanzania	Anubis	T1547.001	email_attachment	Government	.pdf	4,973	0	0	1	1	1	0	1	1	1	0	1	1	0	8	0	1	0	0	1	1	0	1	1	0	3	3	0	1	0	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	2	0	1	0	0	11	3	3
MAL002451	Kenya	Lokibot	T1204.002	drive_by_download	Manufacturing	.exe	735	1	0	1	1	1	0	1	1	0	0	1	0	0	19	0	0	0	0	1	2	1	1	1	0	4	2	0	1	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	14	3	3
MAL002846	Ghana	Remcos	T1059.003	email_link	Banking & Fintech	.doc	2,016	1	1	1	0	0	1	0	0	0	0	0	0	1	9	0	0	0	0	1	3	1	0	0	1	3	1	1	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	2	1	0	0	0	9	4	2
MAL001144	Ghana	Anubis	T1566.001	mobile_app_store	Manufacturing	.exe	3,819	0	0	1	0	1	1	0	0	0	0	1	1	0	7	1	0	0	0	1	1	0	0	1	0	2	1	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	0	0	1	0	2	1	0	0	0	8	0	4
MAL003078	Nigeria	AgentTesla	T1005	drive_by_download	Healthcare	.zip	840	1	0	0	1	1	1	0	1	0	0	1	0	0	1	0	0	0	0	1	1	1	1	1	0	3	2	0	0	0	0	0	1	1	0	0	1	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	0	0	0	0	0	1	1	0	0	0	11	0	4
MAL001103	Ghana	AgentTesla	T1071.001	email_link	Government	.pdf	697	0	0	1	1	1	1	1	0	0	0	1	0	0	19	0	1	0	0	1	1	0	1	1	0	3	2	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0	0	0	11	0	3
MAL000168	Kenya	Formbook	T1547.001	supply_chain	Energy	.zip	2,254	1	1	0	0	1	0	0	0	0	0	1	0	0	8	0	0	1	0	1	2	1	0	1	0	3	0	0	0	0	1	0	1	1	0	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	1	0	1	1	0	2	0	1	0	0	14	5	3
MAL001670	Botswana	TrickBot	T1552.001	email_link	Banking & Fintech	.exe	2,819	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	1	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	1	1	0	0	0	0	1	0	2	0	0	1	0	5	5	4
MAL002570	Nigeria	AgentTesla	T1105	drive_by_download	Banking & Fintech	.jar	3,156	1	1	0	0	1	1	1	0	0	0	1	0	0	2	0	0	0	0	1	2	1	0	1	0	3	2	0	0	0	0	0	1	1	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	2	1	0	0	0	11	0	4
MAL002377	Egypt	Lokibot	T1021.002	email_link	Energy	.exe	2,460	0	0	0	1	0	1	1	1	0	0	1	0	0	13	0	0	0	0	1	0	0	1	0	0	1	3	0	0	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	2	0	0	0	1	5	0	3
MAL004395	Nigeria	Lokibot	T1071.001	email_link	Energy	.xls	1,870	0	0	0	1	1	1	0	0	0	0	1	0	0	15	0	0	1	1	1	0	0	1	1	0	2	1	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	1	1	1	1	0	2	1	0	0	0	8	0	5
MAL004257	Kenya	Dridex	T1059.005	usb_removable	Government	.docx	3,594	1	0	0	0	1	1	1	0	0	0	0	1	0	8	1	1	0	0	1	1	1	0	1	0	2	2	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	1	1	0	0	0	1	0	2	0	1	0	0	8	0	4
MAL003862	Zambia	Lokibot	T1204.001	drive_by_download	Government	.doc	4,019	1	1	1	0	1	1	0	0	1	0	1	0	0	21	1	0	0	0	1	3	1	0	1	1	4	2	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	0	2	0	0	1	0	14	4	4
MAL000023	Uganda	Ryuk	T1021.001	supply_chain	Telecom	.apk	3,938	1	0	0	1	1	1	0	0	1	1	0	0	0	2	0	0	0	0	1	1	1	1	1	0	3	2	1	0	0	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	2	0	1	0	0	12	0	5
MAL002633	Uganda	RedLine Stealer	T1059.003	drive_by_download	Government	.exe	104	0	0	1	1	0	1	0	1	0	0	1	0	0	13	1	0	1	0	1	1	0	1	0	0	2	2	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	1	0	1	0	1	0	0	1	0	1	0	0	8	0	4
MAL003340	Algeria	Lokibot	T1059.005	usb_removable	Healthcare	.js	3,605	1	0	1	0	0	1	0	1	1	0	1	0	0	1	0	1	0	0	1	2	1	0	0	0	2	3	0	0	0	0	0	1	1	0	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	1	0	0	0	1	0	2	0	0	0	1	8	0	4
MAL002215	South Africa	EventBot	T1041	email_link	E-commerce	.pdf	1,431	0	1	1	1	1	0	1	0	0	0	0	1	0	17	0	0	0	0	1	2	1	1	1	0	4	1	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	1	0	2	0	0	1	0	14	0	3
MAL003682	Kenya	Formbook	T1105	email_link	Banking & Fintech	.exe	3,080	1	0	0	1	0	1	1	0	0	0	1	0	0	4	0	0	0	0	1	1	1	1	0	0	2	2	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	2	0	1	0	0	8	0	4
MAL004724	Zimbabwe	Formbook	T1021.001	drive_by_download	Banking & Fintech	.js	1,654	1	1	0	1	0	0	1	1	0	0	1	0	0	19	0	0	1	0	1	2	1	1	0	0	3	2	0	1	0	0	0	1	1	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	0	2	0	0	1	0	11	3	3
MAL001907	Ghana	RedLine Stealer	T1053.005	messaging_app	Government	.js	3,427	1	1	1	1	0	0	1	0	0	0	1	0	0	9	0	0	1	0	1	3	1	1	0	1	4	1	0	0	0	0	0	1	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	1	0	0	0	1	0	1	1	0	2	1	0	0	0	14	4	3
MAL000084	Ethiopia	Emotet	T1041	supply_chain	Telecom	.apk	282	0	0	1	1	0	1	1	0	1	0	0	1	0	20	0	0	1	0	1	1	0	1	0	0	2	3	0	0	0	0	0	1	1	0	0	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	0	1	0	0	8	0	3
MAL000227	South Africa	AgentTesla	T1005	email_link	Government	.doc	50	1	0	1	1	1	1	0	1	1	0	1	0	0	9	0	1	0	1	1	2	1	1	1	0	4	3	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	1	0	0	0	1	0	0	0	1	0	14	0	3
MAL000296	Tanzania	Cerberus	T1105	social_media	Banking & Fintech	.pdf	495	1	0	0	1	1	0	1	0	0	0	0	0	0	14	0	0	0	0	1	1	1	1	1	0	3	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	9	0	0
MAL001001	Kenya	NjRAT	T1005	usb_removable	Banking & Fintech	.exe	1,802	0	1	0	0	1	1	0	0	0	0	0	0	1	9	1	1	0	0	1	1	1	0	1	0	2	1	1	0	0	0	0	1	0	0	1	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	1	0	0	0	1	0	2	0	1	0	0	6	0	3
MAL002138	Ghana	AsyncRAT	T1059.005	social_media	Government	.docx	3,605	1	0	1	1	0	0	1	0	1	0	0	0	1	15	1	0	1	1	1	2	1	1	0	0	3	2	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	1	1	0	1	1	1	1	0	2	1	0	0	0	9	0	5
MAL000711	Algeria	Netwalker	T1543.003	drive_by_download	Banking & Fintech	.js	229	1	1	1	1	1	0	1	1	1	1	0	0	0	13	0	1	0	0	1	3	1	1	1	1	5	3	0	1	0	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	1	18	7	4
MAL002801	South Africa	EventBot	T1204.001	drive_by_download	Education	.doc	2,338	0	0	0	0	1	1	0	0	0	0	0	1	0	6	0	0	1	0	1	0	0	0	1	0	1	1	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	1	1	0	2	0	0	1	0	5	0	3
MAL002527	Ethiopia	Formbook	T1059.003	email_attachment	Education	.pdf	1,121	1	1	0	0	1	1	0	0	0	0	1	0	0	7	0	0	0	0	1	2	1	0	1	0	3	1	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	2	0	1	0	0	11	0	3
MAL003752	Tanzania	Lokibot	T1552.001	email_link	Healthcare	.jar	2,999	0	1	0	0	1	1	1	0	0	0	1	0	0	9	1	1	0	0	1	1	1	0	1	0	2	2	0	0	0	0	0	1	1	0	0	1	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	1	1	0	0	0	1	0	2	0	1	0	0	8	0	4
MAL003321	Egypt	Lokibot	T1005	email_attachment	Education	.js	1,128	0	0	1	0	0	1	0	0	0	0	1	0	0	8	0	1	1	0	1	1	0	0	0	0	1	1	1	0	0	0	0	1	1	0	0	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	1	0	0	1	0	2	0	0	0	1	5	0	3
MAL003181	Botswana	Remcos	T1566.001	drive_by_download	Manufacturing	.xls	1,335	1	0	1	1	1	0	0	1	0	0	0	0	1	1	0	0	0	0	1	2	1	1	1	0	4	1	0	1	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	0	0	0	0	1	0	2	0	0	1	0	12	3	3
MAL004183	Egypt	Sodinokibi	T1059.005	email_attachment	Energy	.exe	3,425	0	0	1	1	1	0	1	0	0	1	0	0	0	11	0	0	0	0	1	1	0	1	1	0	3	1	0	0	0	0	0	1	0	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	2	0	0	0	1	12	0	4
MAL001615	Kenya	Qakbot	T1005	email_link	Education	.zip	4,089	1	0	1	0	1	1	0	0	0	0	0	1	0	16	1	0	0	1	1	2	1	0	1	0	3	1	1	0	0	0	0	1	1	0	0	1	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	1	0	1	0	1	1	0	2	0	1	0	0	11	0	4
MAL003024	Kenya	Lokibot	T1204.002	drive_by_download	Banking & Fintech	.doc	618	1	0	0	1	0	1	1	0	0	0	1	0	0	18	0	0	0	0	1	1	1	1	0	0	2	2	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	8	0	3
MAL001413	Egypt	FluBot	T1547.001	drive_by_download	Banking & Fintech	.docx	3,834	0	0	1	0	0	0	0	0	0	0	0	1	0	12	1	0	0	0	1	1	0	0	0	0	1	0	0	0	0	1	0	1	1	0	0	1	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	1	0	2	0	0	0	1	8	5	4
MAL000763	Botswana	Lokibot	T1059.005	usb_removable	Telecom	.doc	2,443	1	0	0	1	0	1	1	0	1	0	1	0	0	16	0	0	0	0	1	1	1	1	0	0	2	3	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	2	0	0	1	0	8	0	3
MAL000655	Kenya	AgentTesla	T1071.001	email_attachment	Banking & Fintech	.exe	590	1	1	1	1	1	1	1	0	0	0	1	0	0	9	0	0	0	0	1	3	1	1	1	1	5	2	0	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	17	4	3
MAL004797	South Africa	Ryuk	T1021.002	email_attachment	Banking & Fintech	.xls	2,599	1	1	1	0	0	1	0	0	0	1	0	0	0	0	1	0	1	0	1	3	1	0	0	1	3	1	1	0	0	0	0	1	0	1	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	1	1	0	1	0	1	1	0	2	0	0	1	0	12	4	5
MAL003849	Uganda	AsyncRAT	T1053.005	email_attachment	Banking & Fintech	.docx	766	1	0	0	1	1	0	0	0	0	0	0	0	1	13	1	0	1	0	1	1	1	1	1	0	3	0	0	0	0	1	0	1	0	0	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	0	1	0	1	0	0	1	0	1	0	0	12	5	3
MAL004153	Kenya	RedLine Stealer	T1041	drive_by_download	Government	.exe	1,639	1	0	1	1	1	0	0	1	1	0	1	0	0	2	0	0	0	0	1	2	1	1	1	0	4	2	0	1	0	0	1	1	1	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	2	0	1	0	0	14	5	4
MAL000468	Nigeria	AgentTesla	T1005	email_attachment	Government	.doc	3,311	1	0	1	1	1	0	0	0	1	0	1	0	0	23	0	0	0	1	1	2	1	1	1	0	4	1	0	0	0	0	1	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	1	0	1	1	0	2	1	0	0	0	14	2	4
MAL000157	Tanzania	Netwalker	T1021.001	email_link	Government	.pdf	880	1	1	0	0	1	0	0	0	0	1	0	0	0	10	0	0	0	0	1	2	1	0	1	0	3	0	0	0	0	1	0	1	0	1	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	15	5	4
MAL001295	Zimbabwe	Sodinokibi	T1041	email_attachment	Telecom	.exe	227	1	0	0	1	1	1	1	0	1	1	0	0	0	20	0	0	1	1	1	1	1	1	1	0	3	3	0	0	0	0	0	1	0	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	1	0	0	1	0	12	0	6
MAL000497	Senegal	Remcos	T1021.002	supply_chain	Telecom	.jar	1,589	0	0	1	0	1	1	0	0	1	0	0	0	1	3	0	0	0	0	1	1	0	0	1	0	2	2	1	0	0	0	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	2	1	0	0	0	6	0	3
MAL004740	Nigeria	Dridex	T1059.005	email_attachment	Healthcare	.doc	3,920	0	0	0	0	0	1	1	1	0	0	0	1	0	17	1	1	0	0	1	0	0	0	0	0	0	3	0	0	1	0	0	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	1	1	0	0	0	1	0	2	1	0	0	0	2	0	4
MAL002940	Morocco	Maze	T1071.001	drive_by_download	Energy	.docx	3,750	1	0	1	1	0	0	0	0	0	1	0	0	0	9	0	0	1	1	1	2	1	1	0	0	3	0	0	0	0	1	0	1	0	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	1	1	1	1	0	2	0	0	0	1	15	5	6
MAL003456	Zimbabwe	Cobalt Strike	T1005	torrent	Government	.exe	4,702	1	0	1	1	1	0	0	1	0	0	0	0	1	9	0	0	0	0	1	2	1	1	1	0	4	1	0	1	0	0	0	1	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	2	0	0	1	0	12	3	2
MAL000373	Egypt	Formbook	T1543.003	email_link	Government	.xls	3,750	0	0	1	1	1	0	0	0	1	0	1	0	0	8	0	1	0	0	1	1	0	1	1	0	3	1	0	0	0	0	1	1	1	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	2	0	0	0	1	11	2	3
MAL000079	South Africa	Dridex	T1071.001	email_link	Telecom	.pdf	3,735	1	0	1	0	1	0	1	1	0	0	0	1	0	20	0	0	0	0	1	2	1	0	1	0	3	2	0	1	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	2	0	0	1	0	11	3	3

End of preview. Expand in Data Studio

Malware Distribution Networks — Africa Cyber Threat Intelligence

Part of the Africa Cyber Threat Intelligence collection by electricsheepafrica.

Acquisition: EXISTING
Rows: 10,000 (balanced 50/50)
Synthetic: Records sourced from existing datasets (is_synthetic flags vary).

Usage

from datasets import load_dataset
dataset = load_dataset("electricsheepafrica/africa-malware-dataset")

Features

Column	Type
`record_id`	str
`country`	str
`malware_family`	str
`mitre_technique`	str
`delivery_vector`	str
`targeted_sector`	str
`file_type`	str
`file_size_kb`	int64
`is_packed`	int64
`is_obfuscated`	int64
`uses_encryption`	int64
`has_persistence`	int64
`communicates_c2`	int64
`signature_detected`	int64
`heuristic_detected`	int64
`behavior_detected`	int64
`sandbox_detected`	int64
`is_ransomware`	int64
`is_info_stealer`	int64
`is_banking_trojan`	int64
`is_remote_access`	int64
`detection_hour`	int64
`is_weekend`	int64
`ip_african`	int64
`uses_proxy`	int64
`uses_tor`	int64
`label`	int64
`is_synthetic`	int64
`obfuscation_score`	int64
`is_packed_or_obfuscated`	int64
`has_persistence_mechanism`	int64
`has_c2_communication`	int64
`advanced_evasion`	int64
`malware_complexity`	int64
`detection_score`	int64
`signature_only`	int64
`behavior_only`	int64
`fully_detected`	int64
`undetected`	int64
`needs_sandbox`	int64
`is_malicious_family`	int64
`data_theft_family`	int64
`extortion_family`	int64
`access_family`	int64
`financial_target`	int64
`is_executable`	int64
`is_document`	int64
`is_script`	int64
`is_mobile`	int64
`is_archive`	int64
`is_java`	int64
`is_dll`	int64
`vector_email_attach`	int64
`vector_email_link`	int64
`vector_drive_by`	int64
`vector_usb`	int64
`vector_supply_chain`	int64
`vector_social`	int64
`vector_mobile`	int64
`vector_torrent`	int64
`vector_messaging`	int64
`vector_legit`	int64
`targets_banking`	int64
`targets_gov`	int64
`targets_telecom`	int64
`targets_energy`	int64
`targets_healthcare`	int64
`targets_education`	int64
`targets_manufacturing`	int64
`targets_ecommerce`	int64
`is_night`	int64
`is_business_hours`	int64
`is_weekend.1`	int64
`off_hours_weekend`	int64
`african_origin`	int64
`anonymized`	int64
`high_anonymity`	int64
`non_african_anonymized`	int64
`is_large_file`	int64
`is_small_file`	int64
`size_category`	int64
`is_west_africa`	int64
`is_east_africa`	int64
`is_southern_africa`	int64
`is_north_africa`	int64
`malware_risk_score`	int64
`detection_difficulty`	int64
`threat_severity`	int64

Citation

@misc{electricsheepafrica2026africamalwaredataset,
  title = {Malware Distribution Networks (Africa)},
  author = {Electric Sheep Africa},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-malware-dataset}}
}

License: MIT

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Collection including electricsheepafrica/africa-malware-dataset

Africa · Cyber Threat Intelligence

Collection

A curated collection of machine-learning ready datasets for cybersecurity threat detection, intelligence, and research. • 57 items • Updated 4 days ago