Datasets:

electricsheepafrica
/

africa-supply-chain-vendor-attacks

record_id large_string	intelligence_source large_string	intelligence_source_url large_string	victim_country large_string	attack_type large_string	vendor_type large_string	vendor_origin large_string	victim_sector large_string	threat_actor large_string	compromised_component large_string	vendor_access_level large_string	vendor_monitored int64	vendor_contract_security_clause int64	vendor_last_audit_months int64	vendor_is_critical int64	initial_access_via_vendor int64	lateral_movement_to_victim int64	data_exfiltrated_via_vendor int64	malware_distributed_via_update int64	backdoor_installed int64	credential_theft int64	privilege_escalation int64	organisations_affected int64	records_compromised int64	financial_loss_usd int64	service_disruption_hours int64	data_breach int64	operational_disruption int64	ransomware_deployed int64	intellectual_property_stolen int64	regulatory_violation int64	customer_data_exposed int64	reputational_damage int64	mobile_money_api_compromised int64	fintech_integration_exploited int64	payment_system_affected int64	detected int64	time_to_detect_days int64	detected_by large_string	vendor_notified int64	vendor_cooperation int64	incident_response_activated int64	vendor_contract_terminated int64	regulatory_reported int64	label int64	is_synthetic int64	vendor_monitored.1 int64	has_security_clause int64	recently_audited int64	never_audited int64	stale_audit int64	critical_vendor int64	vendor_risk_posture int64	poor_vendor_governance int64	high_privilege_access int64	full_admin_access int64	attack_chain_depth int64	full_chain_attack int64	vendor_as_pivot int64	update_weaponised int64	persistent_access int64	credential_compromise int64	advanced_attack int64	log_orgs_affected float64	multi_org_impact int64	widespread_impact int64	mass_impact int64	log_records float64	large_breach int64	mega_breach int64	any_financial_loss int64	major_loss int64	catastrophic_loss int64	any_disruption int64	extended_disruption int64	severe_disruption int64	impact_score int64	data_breach.1 int64	ops_disrupted int64	ransomware_attack int64	ip_theft int64	regulatory_impact int64	customer_impact int64	multi_impact int64	mobile_money_compromised int64	fintech_exploited int64	payment_affected int64	financial_ecosystem_attack int64	was_detected int64	quick_detection int64	slow_detection int64	very_slow_detection int64	undetected int64	vendor_cooperated int64	vendor_uncooperative int64	ir_activated int64	contract_terminated int64	regulatory_reported.1 int64	response_score int64	detected_internal int64	detected_by_vendor int64	detected_by_threat_intel int64	detected_by_customer int64	detected_by_regulator int64	type_software_supply_chain int64	type_msp_breach int64	type_api_exploit int64	type_opensource int64	type_firmware int64	type_cloud int64	type_vendor_cred int64	type_update_hijack int64	type_payment_proc int64	type_logistics int64	type_telecom int64	type_outsourcer int64	vendor_foreign int64	vendor_african int64	vendor_chinese int64	vendor_western int64	actor_apt int64	actor_criminal int64	actor_ransomware int64	actor_insider int64	actor_opportunistic int64	sector_financial int64	sector_government int64	sector_telecom int64	sector_critical int64	is_west_africa int64	is_east_africa int64	is_southern_africa int64	is_north_africa int64	supply_chain_threat_score int64	vendor_risk_score int64	resilience_score int64
SCVA001501	ENISA Supply Chain Threat Landscape 2024	https://www.enisa.europa.eu/publications	Nigeria	software_supply_chain_compromise	telecom_infrastructure_vendor	Kenya	financial_services	ransomware_affiliate	vendor_vpn_remote_access	limited_admin	1	0	23	1	1	1	0	0	0	0	0	10	46,737,555	77,871,185	253	1	1	0	1	0	1	1	0	1	1	0	0	undetected	0	0	0	1	1	1	1	1	0	0	0	0	1	1	0	1	0	2	0	1	0	0	0	0	1	1	0	0	7.67	1	1	1	1	1	1	1	0	5	1	1	0	1	0	1	1	0	1	1	1	0	0	0	0	1	0	0	0	1	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	0	1	1	0	0	0	11	0	-2
SCVA002586	ENISA Supply Chain Threat Landscape 2024	https://www.enisa.europa.eu/publications	Morocco	api_integration_exploit	software_vendor	Kenya	logistics_transport	unknown	certificate_signing	read_only	0	0	0	1	1	1	1	0	1	0	1	1	607	7,530,218	302	1	1	0	1	1	1	1	0	1	0	0	0	undetected	0	0	0	1	1	1	1	0	0	1	1	0	1	1	0	0	0	5	1	1	0	1	0	1	0	0	0	0	2.78	0	0	1	1	0	1	1	0	6	1	1	0	1	1	1	1	0	1	0	1	0	0	0	0	1	0	0	0	1	1	1	0	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	0	1	16	0	-2
SCVA002653	ENISA Supply Chain Threat Landscape 2024	https://www.enisa.europa.eu/publications	Nigeria	api_integration_exploit	software_vendor	France	financial_services	opportunistic_attacker	software_update_mechanism	full_admin	0	1	35	1	1	1	0	0	0	0	0	329	0	982,123	7	1	0	1	0	1	1	1	0	0	1	0	0	undetected	0	0	0	0	0	1	1	0	1	0	0	1	1	1	0	1	1	2	0	1	0	0	0	0	2.52	1	1	0	0	0	0	1	0	0	1	0	0	5	1	0	1	0	1	1	1	0	0	1	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	1	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	12	6	-3
SCVA001055	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Egypt	api_integration_exploit	mobile_money_api_provider	local_african	financial_services	unknown	authentication_module	read_only	0	0	34	0	1	0	1	0	0	1	0	2,699	0	19,134	46	1	1	0	0	0	0	0	0	1	1	1	5	internal_soc	1	1	0	0	1	1	1	0	0	0	0	1	0	0	1	0	0	3	0	0	0	0	1	0	3.43	1	1	1	0	0	0	1	0	0	1	0	0	2	1	1	0	0	0	0	0	0	1	1	1	1	1	0	0	0	1	0	0	0	1	3	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	1	0	0	1	0	0	0	1	12	6	8
SCVA000705	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Nigeria	software_supply_chain_compromise	cybersecurity_vendor	Nigeria	real_estate	opportunistic_attacker	api_endpoint	limited_admin	1	0	12	1	1	1	0	1	0	1	0	1	218	67,615,305	0	1	1	0	0	0	0	0	1	0	1	1	130	customer_complaint	0	0	1	1	0	1	1	1	0	0	0	0	1	2	0	1	0	4	0	1	1	0	1	1	0	0	0	0	2.34	0	0	1	1	1	0	0	0	2	1	1	0	0	0	0	0	1	0	1	1	1	0	1	0	0	0	0	1	1	0	2	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	14	-2	4
SCVA000106	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Cameroon	vendor_credential_compromise	fintech_payment_provider	local_african	retail_ecommerce	ransomware_affiliate	api_endpoint	api_only	0	1	15	0	1	0	1	1	1	0	0	1	0	67,943,873	234	1	1	1	1	0	0	1	0	0	1	1	7	vendor_notification	0	0	0	0	0	1	1	0	1	0	0	0	0	1	0	0	0	4	0	0	1	1	0	1	0	0	0	0	0	0	0	1	1	1	1	1	0	5	1	1	1	1	0	0	1	0	0	1	1	1	1	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	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	16	-2	5
SCVA000589	CrowdStrike Global Threat Report 2025	https://www.crowdstrike.com/global-threat-report/	Nigeria	managed_service_provider_breach	managed_service_provider	United States	logistics_transport	cybercriminal_group	build_pipeline_cicd	read_only	0	0	6	1	1	0	1	0	1	0	1	21	46,380	454,067	130	0	0	0	1	0	0	1	0	1	1	0	0	undetected	0	0	0	1	1	1	1	0	0	1	0	0	1	1	0	0	0	4	0	0	0	1	0	1	1.32	1	0	0	4.67	0	0	1	0	0	1	1	0	2	0	0	0	1	0	0	0	0	1	1	1	0	0	0	0	1	0	0	0	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0	0	0	0	0	0	1	0	0	0	11	1	-2
SCVA002468	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Cote d'Ivoire	api_integration_exploit	hardware_manufacturer	local_african	energy_mining	ransomware_affiliate	software_update_mechanism	network_access	0	0	10	1	1	1	1	0	0	0	0	2	988	34,749,501	9	1	0	1	1	0	1	0	0	1	1	1	151	anomaly_detection	1	1	0	0	1	1	1	0	0	0	0	0	1	1	0	0	0	3	1	1	0	0	0	0	0.3	1	0	0	2.99	0	0	1	1	1	1	0	0	4	1	0	1	1	0	1	1	0	1	1	1	1	0	1	0	0	1	0	0	0	1	3	0	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	0	0	0	1	1	0	0	0	14	0	5
SCVA002413	ENISA Supply Chain Threat Landscape 2024	https://www.enisa.europa.eu/publications	South Africa	payment_processor_compromise	software_vendor	United Kingdom	financial_services	cybercriminal_group	firmware_bios	limited_admin	1	1	0	1	0	1	0	0	1	1	1	5	408	0	895	1	0	1	1	1	1	0	0	0	1	0	0	undetected	0	0	0	0	0	1	1	1	1	1	1	0	1	3	0	1	0	4	0	0	0	1	1	1	0.7	1	0	0	2.61	0	0	0	0	0	1	1	1	5	1	0	1	1	1	1	1	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	1	0	0	0	1	0	0	1	0	0	1	0	13	-3	-3
SCVA001600	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Ghana	software_supply_chain_compromise	fintech_payment_provider	France	ngo_international_org	apt_state_sponsored	software_update_mechanism	limited_admin	1	0	4	0	1	0	1	0	0	1	1	1	978	0	111	0	1	1	0	0	0	1	0	1	0	1	58	anomaly_detection	1	1	1	1	0	1	1	1	0	1	0	0	0	2	0	1	0	4	0	0	0	0	1	1	0	0	0	0	2.99	0	0	0	0	0	1	1	0	3	0	1	1	0	0	0	1	0	1	0	1	1	0	1	0	0	1	0	1	1	0	3	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	1	0	0	0	13	-3	6
SCVA002464	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Egypt	api_integration_exploit	fintech_payment_provider	India	financial_services	ransomware_affiliate	api_endpoint	network_access	1	1	0	0	1	0	0	0	1	1	0	38	0	3,583,866	0	0	1	0	0	0	0	1	0	1	1	1	7	regulatory_audit	1	1	0	0	1	1	1	1	1	1	1	0	0	3	0	0	0	3	0	0	0	1	1	0	1.58	1	0	0	0	0	0	1	1	0	0	0	0	2	0	1	0	0	0	0	0	0	1	1	1	1	1	0	0	0	1	0	0	0	1	3	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	1	9	-5	8
SCVA000228	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Nigeria	cloud_service_provider_breach	telecom_infrastructure_vendor	United States	retail_ecommerce	ransomware_affiliate	software_update_mechanism	network_access	0	0	21	0	1	1	1	1	0	0	1	7	0	37,132	11	1	1	0	1	0	0	0	0	0	0	0	0	undetected	0	0	0	0	1	1	1	0	0	0	0	0	0	0	1	0	0	5	1	1	1	0	0	1	0.85	1	0	0	0	0	0	1	0	0	1	0	0	3	1	1	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	16	5	-2
SCVA000915	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Rwanda	software_supply_chain_compromise	hardware_manufacturer	China	real_estate	ransomware_affiliate	cloud_management_console	network_access	0	1	47	1	1	0	0	0	0	0	1	365	0	91,106	8	0	0	1	0	1	0	1	1	0	1	0	0	undetected	0	0	0	0	1	1	1	0	1	0	0	1	1	1	0	0	0	2	0	0	0	0	0	0	2.56	1	1	0	0	0	0	1	0	0	1	0	0	3	0	0	1	0	1	0	1	1	0	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	1	0	0	0	0	0	0	0	1	0	0	12	3	-2
SCVA000794	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Nigeria	telecom_vendor_backdoor	data_analytics_provider	France	telecommunications	cybercriminal_group	vendor_vpn_remote_access	limited_admin	0	0	33	1	1	1	0	1	0	1	1	12	682,008	7,925,233	40	0	0	1	0	1	1	1	0	0	0	1	279	threat_intelligence	0	0	1	0	0	1	1	0	0	0	0	1	1	0	1	1	0	5	0	1	1	0	1	1	1.08	1	0	0	5.83	1	0	1	1	0	1	0	0	4	0	0	1	0	1	1	1	0	0	0	0	1	0	1	1	0	0	0	1	0	0	2	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	0	1	0	0	0	0	0	1	1	1	0	0	0	15	9	2
SCVA003021	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Cameroon	software_supply_chain_compromise	telecom_infrastructure_vendor	local_african	ngo_international_org	cybercriminal_group	firmware_bios	read_only	0	0	24	1	0	1	1	1	0	1	0	509	6,428	8,996,362	131	0	1	1	0	0	1	1	0	1	0	1	4	anomaly_detection	1	1	1	1	0	1	1	0	0	0	0	0	1	0	1	0	0	4	0	0	1	0	1	1	2.71	1	1	1	3.81	0	0	1	1	0	1	1	0	4	0	1	1	0	0	1	1	0	1	0	1	1	1	0	0	0	1	0	1	1	0	3	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	19	6	9
SCVA003543	ENISA Supply Chain Threat Landscape 2024	https://www.enisa.europa.eu/publications	Nigeria	software_update_hijack	logistics_tech_provider	local_african	government	insider_at_vendor	payment_gateway	network_access	0	0	15	0	1	1	0	1	0	1	0	4,566	0	588,792	68	0	0	0	0	1	1	1	1	0	1	1	28	threat_intelligence	0	0	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	4	0	1	1	0	1	1	3.66	1	1	1	0	0	0	1	0	0	1	0	0	3	0	0	0	0	1	1	1	1	0	1	1	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	1	1	0	0	0	17	4	2
SCVA001073	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	Nigeria	open_source_dependency_attack	open_source_maintainer	China	agriculture	ransomware_affiliate	authentication_module	full_admin	1	1	24	1	0	1	0	0	1	1	1	32	38,354	56,571,558	0	0	1	0	0	1	1	1	1	1	0	0	0	undetected	0	0	0	0	1	1	1	1	1	0	0	0	1	2	0	1	1	4	0	0	0	1	1	1	1.51	1	0	0	4.58	0	0	1	1	1	0	0	0	4	0	1	0	0	1	1	1	1	1	0	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	11	2	-2
SCVA003351	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Ghana	software_update_hijack	it_outsourcing_firm	local_african	logistics_transport	hacktivist	network_equipment	api_only	0	0	0	0	1	0	1	0	0	1	1	38	799	1,262,314	1,930	1	1	1	0	1	1	0	0	1	0	0	0	undetected	0	0	0	0	1	1	1	0	0	1	1	0	0	1	0	0	0	4	0	0	0	0	1	1	1.58	1	0	0	2.9	0	0	1	1	0	1	1	1	5	1	1	1	0	1	1	1	0	1	0	1	0	0	0	0	1	0	0	0	0	1	1	0	0	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	0	0	1	0	0	0	13	-2	-2
SCVA001744	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Egypt	vendor_credential_compromise	hardware_manufacturer	India	ngo_international_org	cybercriminal_group	payment_gateway	full_admin	1	0	30	1	0	0	0	0	0	0	1	3	121	69,939	213	1	1	0	0	0	1	0	0	1	1	1	116	third_party_assessment	1	0	0	0	1	1	1	1	0	0	0	1	1	1	0	1	1	1	0	0	0	0	0	0	0.48	1	0	0	2.08	0	0	1	0	0	1	1	0	3	1	1	0	0	0	1	1	0	1	1	1	1	0	1	0	0	0	1	0	0	1	2	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	5	6	3
SCVA001084	CrowdStrike Global Threat Report 2025	https://www.crowdstrike.com/global-threat-report/	Nigeria	managed_service_provider_breach	managed_service_provider	local_african	financial_services	ransomware_affiliate	mobile_sdk	network_access	0	0	0	0	1	1	1	1	0	1	1	7	244,051	647,954	56	1	0	1	0	1	1	1	0	0	1	0	0	undetected	0	0	0	0	0	1	1	0	0	1	1	0	0	1	0	0	0	6	1	1	1	0	1	1	0.85	1	0	0	5.39	1	0	1	0	0	1	0	0	5	1	0	1	0	1	1	1	0	0	1	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	0	0	0	1	0	0	0	0	1	0	0	1	0	0	1	1	0	0	0	23	-2	-3
SCVA000926	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	South Africa	firmware_hardware_implant	managed_service_provider	India	government	unknown	source_code_repository	read_only	0	0	23	0	1	0	0	0	0	1	1	1,042	20,525,729	36,192	0	1	0	1	0	0	1	0	0	0	1	0	0	undetected	0	0	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	3	0	0	0	0	1	0	3.02	1	1	1	7.31	1	1	1	0	0	0	0	0	3	1	0	1	0	0	1	1	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	0	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	0	1	0	1	0	0	1	0	18	5	-3
SCVA003049	ENISA Supply Chain Threat Landscape 2024	https://www.enisa.europa.eu/publications	Nigeria	managed_service_provider_breach	mobile_money_api_provider	China	hospitality_tourism	ransomware_affiliate	api_endpoint	network_access	0	1	4	1	1	1	1	1	0	1	0	1	842	39,815,858	676	0	0	1	1	0	1	1	0	1	0	1	163	customer_complaint	1	0	1	0	1	1	1	0	1	1	0	0	1	2	0	0	0	5	1	1	1	0	1	1	0	0	0	0	2.93	0	0	1	1	1	1	1	1	4	0	0	1	1	0	1	1	0	1	0	1	1	0	1	0	0	0	1	1	0	1	3	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	21	-1	5
SCVA001117	ENISA Supply Chain Threat Landscape 2024	https://www.enisa.europa.eu/publications	Kenya	managed_service_provider_breach	mobile_money_api_provider	local_african	education	unknown	api_endpoint	network_access	1	0	8	0	1	0	0	1	1	0	1	4,616	796	2,151,309	0	0	1	0	0	0	0	1	0	1	1	0	0	undetected	0	0	0	0	0	1	1	1	0	0	0	0	0	2	0	0	0	4	0	0	1	1	0	1	3.66	1	1	1	2.9	0	0	1	1	0	0	0	0	2	0	1	0	0	0	0	0	0	1	1	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	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	17	-4	-3
SCVA000642	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Nigeria	cloud_service_provider_breach	telecom_infrastructure_vendor	France	energy_mining	ransomware_affiliate	build_pipeline_cicd	api_only	1	1	13	1	1	0	1	0	0	1	1	9	6,385,737	7,374,774	135	1	0	1	0	1	1	1	1	0	0	1	0	vendor_notification	1	1	0	0	0	1	1	1	1	0	0	0	1	2	0	0	0	4	0	0	0	0	1	1	0.95	1	0	0	6.81	1	1	1	1	0	1	1	0	5	1	0	1	0	1	1	1	1	0	0	1	1	1	0	0	0	1	0	0	0	0	2	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	1	1	0	0	0	17	-1	7
SCVA004767	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	Cameroon	managed_service_provider_breach	managed_service_provider	local_african	financial_services	competitor_espionage	cloud_management_console	read_only	0	0	19	1	0	0	0	1	0	1	1	1	6,834,377	949,247	1,735	1	1	1	1	0	1	0	0	1	0	0	0	undetected	0	0	0	0	1	1	1	0	0	0	0	0	1	0	1	0	0	3	0	0	1	0	1	0	0	0	0	0	6.83	1	1	1	0	0	1	1	1	5	1	1	1	1	0	1	1	0	1	0	1	0	0	0	0	1	0	0	0	0	1	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	0	1	1	0	0	0	18	6	-2
SCVA000501	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	South Africa	it_outsourcer_breach	software_vendor	Israel	government	competitor_espionage	cloud_management_console	network_access	0	1	0	1	1	0	0	1	0	0	1	16	0	590,165	20	0	1	0	1	0	1	0	0	0	0	1	226	regulatory_audit	0	0	0	0	0	1	1	0	1	1	1	0	1	2	0	0	0	3	0	0	1	0	0	0	1.2	1	0	0	0	0	0	1	0	0	1	0	0	3	0	1	0	1	0	1	1	0	0	0	0	1	0	1	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	0	0	0	0	0	1	0	1	0	0	1	0	9	-1	0
SCVA004066	ENISA Supply Chain Threat Landscape 2024	https://www.enisa.europa.eu/publications	Morocco	managed_service_provider_breach	software_vendor	Germany	logistics_transport	opportunistic_attacker	email_system	network_access	0	1	17	0	1	0	0	1	1	0	0	172	295	745,283	3	1	0	1	1	1	1	1	0	0	0	0	0	undetected	0	0	0	0	1	1	1	0	1	0	0	0	0	1	0	0	0	3	0	0	1	1	0	0	2.24	1	1	0	2.47	0	0	1	0	0	1	0	0	6	1	0	1	1	1	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	14	-1	-2
SCVA000333	ENISA Supply Chain Threat Landscape 2024	https://www.enisa.europa.eu/publications	Kenya	it_outsourcer_breach	telecom_infrastructure_vendor	UAE	healthcare	ransomware_affiliate	cloud_management_console	full_admin	0	1	54	1	1	1	0	0	0	0	1	38	9,841	31,510	12	1	1	0	0	0	0	1	0	1	1	1	4	threat_intelligence	1	1	0	0	0	1	1	0	1	0	0	1	1	1	0	1	1	3	0	1	0	0	0	0	1.58	1	0	0	3.99	0	0	1	0	0	1	0	0	3	1	1	0	0	0	0	1	0	1	1	1	1	1	0	0	0	1	0	0	0	0	2	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	1	0	0	0	0	0	1	0	1	0	0	9	6	7
SCVA004684	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	South Africa	software_supply_chain_compromise	cybersecurity_vendor	United States	energy_mining	cybercriminal_group	mobile_sdk	read_only	0	0	0	1	1	1	1	0	0	0	1	2,240	48,266	392,918	0	1	0	1	1	0	1	1	0	1	1	1	255	threat_intelligence	0	0	1	0	1	1	1	0	0	1	1	0	1	1	0	0	0	4	1	1	0	0	0	1	3.35	1	1	1	4.68	0	0	1	0	0	0	0	0	5	1	0	1	1	0	1	1	0	1	1	1	1	0	1	1	0	0	0	1	0	1	3	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0	0	0	0	0	1	0	0	1	0	19	1	3
SCVA000486	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	Kenya	api_integration_exploit	consulting_firm	United States	telecommunications	apt_state_sponsored	cloud_management_console	read_only	1	1	6	1	1	0	0	1	0	1	1	131	21,113,435	3,588,010	345	1	1	0	0	1	1	1	0	0	0	0	0	undetected	0	0	0	0	1	1	1	1	1	1	0	0	1	3	0	0	0	4	0	0	1	0	1	1	2.12	1	1	0	7.32	1	1	1	1	0	1	1	1	5	1	1	0	0	1	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	1	1	0	1	0	0	18	-3	-2
SCVA001962	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Ethiopia	vendor_credential_compromise	managed_service_provider	France	financial_services	hacktivist	certificate_signing	read_only	1	1	5	0	0	0	0	0	1	0	0	37	368,966	208,594	842	0	1	0	0	1	1	0	0	1	1	1	77	threat_intelligence	0	0	1	0	0	1	1	1	1	1	0	0	0	3	0	0	0	1	0	0	0	1	0	0	1.57	1	0	0	5.57	1	0	1	0	0	1	1	1	3	0	1	0	0	1	1	1	0	1	1	1	1	0	1	0	0	0	0	1	0	0	2	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	1	0	1	0	0	5	-5	4
SCVA000393	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Zimbabwe	api_integration_exploit	software_vendor	United States	retail_ecommerce	competitor_espionage	vendor_vpn_remote_access	api_only	0	0	4	1	0	0	1	0	0	0	1	33	10,274	119,053	11	1	0	0	0	1	0	1	0	1	1	1	99	customer_complaint	0	0	0	0	0	1	1	0	0	1	0	0	1	1	0	0	0	2	0	0	0	0	0	0	1.52	1	0	0	4.01	0	0	1	0	0	1	0	0	3	1	0	0	0	1	0	1	0	1	1	1	1	0	1	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	7	1	2
SCVA004842	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Nigeria	software_supply_chain_compromise	software_vendor	United States	government	opportunistic_attacker	api_endpoint	network_access	0	1	3	1	1	1	0	1	1	1	1	1	0	18,990	1,096	0	1	0	0	0	1	1	0	1	1	1	5	anomaly_detection	0	0	0	0	1	1	1	0	1	1	0	0	1	2	0	0	0	6	1	1	1	1	1	1	0	0	0	0	0	0	0	1	0	0	1	1	1	3	0	1	0	0	0	1	1	0	1	1	1	1	1	0	0	0	0	0	0	0	1	2	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	1	0	1	1	0	0	0	21	-1	6
SCVA004866	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Nigeria	open_source_dependency_attack	cybersecurity_vendor	South Africa	logistics_transport	apt_state_sponsored	payment_gateway	read_only	0	1	37	1	1	1	0	0	1	1	0	1	0	775,181	42	1	0	0	0	1	1	1	0	0	1	1	26	internal_soc	1	1	0	0	0	1	1	0	1	0	0	1	1	1	0	0	0	4	1	1	0	1	1	1	0	0	0	0	0	0	0	1	0	0	1	0	0	4	1	0	0	0	1	1	1	0	0	1	1	1	0	0	0	0	1	0	0	0	0	2	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	14	2	4
SCVA001755	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	Morocco	api_integration_exploit	fintech_payment_provider	Germany	financial_services	insider_at_vendor	software_update_mechanism	read_only	0	0	14	0	1	0	0	0	1	0	0	4,010	983	55,608,936	15	1	1	0	0	1	0	1	0	1	0	0	0	undetected	0	0	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	2	0	0	0	1	0	0	3.6	1	1	1	2.99	0	0	1	1	1	1	0	0	4	1	1	0	0	1	0	1	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	1	0	0	1	0	0	0	1	0	1	0	0	1	0	0	0	1	10	5	-3
SCVA002515	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Nigeria	software_supply_chain_compromise	consulting_firm	United States	manufacturing	ransomware_affiliate	vendor_vpn_remote_access	network_access	1	0	0	1	0	1	0	0	0	1	1	1	499	7,426,343	478	0	1	0	0	0	1	0	0	0	0	1	12	regulatory_audit	0	0	1	0	0	1	1	1	0	1	1	0	1	2	0	0	0	3	0	0	0	0	1	0	0	0	0	0	2.7	0	0	1	1	0	1	1	1	2	0	1	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	2	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	6	-1	4
SCVA003585	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	Morocco	firmware_hardware_implant	fintech_payment_provider	Israel	agriculture	insider_at_vendor	payment_gateway	api_only	0	1	45	1	1	1	0	1	1	1	0	4,722	0	0	66	0	0	1	1	0	1	1	0	0	1	1	10	regulatory_audit	0	0	1	0	0	1	1	0	1	0	0	1	1	1	0	0	0	5	1	1	1	1	1	1	3.67	1	1	1	0	0	0	0	0	0	1	0	0	4	0	0	1	1	0	1	1	0	0	1	1	1	0	0	0	0	0	0	1	0	0	2	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	24	3	4
SCVA004315	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	Egypt	managed_service_provider_breach	software_vendor	China	telecommunications	hacktivist	software_update_mechanism	api_only	1	0	0	1	0	1	0	0	0	1	1	658	3,210,602	1,016,754	0	1	0	1	0	0	1	1	0	0	0	1	3	regulatory_audit	1	1	0	1	1	1	1	1	0	1	1	0	1	2	0	0	0	3	0	0	0	0	1	0	2.82	1	1	1	6.51	1	1	1	1	0	0	0	0	4	1	0	1	0	0	1	1	0	0	0	0	1	1	0	0	0	1	0	0	1	1	3	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	1	1	0	0	0	1	15	-1	8
SCVA004966	CrowdStrike Global Threat Report 2025	https://www.crowdstrike.com/global-threat-report/	Ghana	payment_processor_compromise	mobile_money_api_provider	India	manufacturing	hacktivist	api_endpoint	network_access	1	0	18	0	1	0	0	0	0	1	1	1	23,508	0	159	1	1	0	0	1	0	0	0	0	0	1	11	threat_intelligence	1	1	1	0	0	1	1	1	0	0	0	0	0	1	0	0	0	3	0	0	0	0	1	0	0	0	0	0	4.37	0	0	0	0	0	1	1	0	3	1	1	0	0	1	0	1	0	0	0	0	1	0	0	0	0	1	0	1	0	0	3	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	6	-1	6
SCVA002099	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Ethiopia	software_supply_chain_compromise	cloud_provider	local_african	financial_services	unknown	database_connector	full_admin	1	1	3	0	1	1	0	0	1	1	0	9	822,098	0	60	0	0	0	0	0	1	1	0	0	1	1	3	internal_soc	1	0	1	0	0	1	1	1	1	1	0	0	0	3	0	1	1	4	1	1	0	1	1	1	0.95	1	0	0	5.91	1	0	0	0	0	1	0	0	2	0	0	0	0	0	1	0	0	0	1	1	1	1	0	0	0	0	1	1	0	0	2	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	1	0	0	1	0	1	0	0	14	-3	7
SCVA003599	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	South Africa	telecom_vendor_backdoor	hardware_manufacturer	United States	energy_mining	insider_at_vendor	email_system	full_admin	0	1	5	1	1	0	0	1	0	1	0	301	114	16,593	64	1	1	0	1	0	1	1	1	0	1	0	0	undetected	0	0	0	0	1	1	1	0	1	1	0	0	1	2	0	1	1	3	0	0	1	0	1	0	2.48	1	1	0	2.06	0	0	1	0	0	1	0	0	5	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	0	0	0	1	0	0	0	0	1	0	0	1	0	15	2	-2
SCVA004121	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	South Africa	telecom_vendor_backdoor	erp_vendor	United States	agriculture	apt_state_sponsored	build_pipeline_cicd	read_only	0	1	0	1	1	1	1	0	0	1	1	2,242	20,078	3,269,048	12	0	1	0	1	0	0	1	0	1	0	1	13	customer_complaint	1	1	0	1	1	1	1	0	1	1	1	0	1	2	0	0	0	5	1	1	0	0	1	1	3.35	1	1	1	4.3	0	0	1	1	0	1	0	0	3	0	1	0	1	0	0	1	0	1	0	1	1	0	0	0	0	1	0	0	1	1	3	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	1	0	0	0	0	0	0	0	0	0	0	1	0	19	-1	5
SCVA000029	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	Morocco	it_outsourcer_breach	managed_service_provider	United States	logistics_transport	cybercriminal_group	database_connector	full_admin	1	0	7	0	1	1	0	0	0	1	0	1	27,724,363	72,049	34	1	0	0	0	1	1	1	0	0	1	1	98	internal_soc	1	1	0	1	0	1	1	1	0	0	0	0	0	2	0	1	1	3	0	1	0	0	1	0	0	0	0	0	7.44	1	1	1	0	0	1	0	0	4	1	0	0	0	1	1	1	0	0	1	1	1	0	1	0	0	1	0	0	1	0	2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	13	0	4
SCVA000065	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Ethiopia	vendor_credential_compromise	managed_service_provider	Nigeria	real_estate	ransomware_affiliate	api_endpoint	api_only	1	1	0	1	1	1	1	1	0	1	0	14	19,145	0	10	0	1	0	0	1	1	1	0	1	1	0	0	undetected	0	0	0	0	0	1	1	1	1	1	1	0	1	3	0	0	0	5	1	1	1	0	1	1	1.15	1	0	0	4.28	0	0	0	0	0	1	0	0	4	0	1	0	0	1	1	1	0	1	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	19	-4	-3
SCVA000838	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	Nigeria	api_integration_exploit	software_vendor	Nigeria	telecommunications	ransomware_affiliate	cloud_management_console	read_only	0	1	0	0	1	0	0	1	0	1	0	1	0	0	171	1	1	0	0	0	1	1	0	1	1	1	5	anomaly_detection	1	1	1	0	1	1	1	0	1	1	1	0	0	2	0	0	0	3	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	4	1	1	0	0	0	1	1	0	1	1	1	1	1	0	0	0	1	0	1	0	1	4	0	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	0	0	1	1	1	0	0	0	12	-4	10
SCVA003906	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Nigeria	open_source_dependency_attack	cybersecurity_vendor	Nigeria	financial_services	cybercriminal_group	api_endpoint	api_only	0	1	0	1	1	0	0	1	1	0	0	1	34,832	22,502	105	1	1	1	0	0	1	1	0	0	0	1	2	regulatory_audit	0	0	0	1	0	1	1	0	1	1	1	0	1	2	0	0	0	3	0	0	1	1	0	0	0	0	0	0	4.54	0	0	1	0	0	1	1	0	5	1	1	1	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	0	1	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	0	1	1	0	0	0	11	-2	5
SCVA003773	ENISA Supply Chain Threat Landscape 2024	https://www.enisa.europa.eu/publications	South Africa	open_source_dependency_attack	managed_service_provider	local_african	legal_professional	opportunistic_attacker	certificate_signing	network_access	1	1	0	1	1	0	0	1	0	1	0	2,920	0	79,288,557	1,416	1	1	0	0	0	0	1	0	1	0	0	0	undetected	0	0	0	0	1	1	1	1	1	1	1	0	1	3	0	0	0	3	0	0	1	0	1	0	3.47	1	1	1	0	0	0	1	1	1	1	1	1	3	1	1	0	0	0	0	1	0	1	0	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	15	-4	-2
SCVA004635	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	Rwanda	software_supply_chain_compromise	mobile_money_api_provider	local_african	financial_services	hacktivist	api_endpoint	network_access	1	1	6	1	1	0	0	0	0	1	1	1,316	42,698,937	300,553	347	1	1	0	0	1	1	0	0	0	1	1	5	third_party_assessment	1	0	1	1	0	1	1	1	1	1	0	0	1	3	0	0	0	3	0	0	0	0	1	0	3.12	1	1	1	7.63	1	1	1	0	0	1	1	1	4	1	1	0	0	1	1	1	0	0	1	1	1	1	0	0	0	0	1	1	1	0	2	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	1	0	0	1	0	1	0	0	16	-4	7
SCVA003161	CrowdStrike Global Threat Report 2025	https://www.crowdstrike.com/global-threat-report/	Kenya	it_outsourcer_breach	managed_service_provider	China	education	apt_state_sponsored	build_pipeline_cicd	full_admin	1	0	37	0	1	1	0	0	0	1	0	2,560	302,554	778,987	67	1	0	1	0	0	1	1	1	0	0	1	1	internal_soc	0	0	0	0	0	1	1	1	0	0	0	1	0	1	0	1	1	3	0	1	0	0	1	0	3.41	1	1	1	5.48	1	0	1	0	0	1	0	0	4	1	0	1	0	0	1	1	1	0	0	1	1	1	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	14	4	5
SCVA002659	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Morocco	vendor_credential_compromise	managed_service_provider	Kenya	government	cybercriminal_group	software_update_mechanism	api_only	0	0	19	1	1	1	0	0	0	1	0	1	223,997	5,469,368	22	0	1	0	0	0	1	1	0	0	1	0	0	undetected	0	0	0	0	1	1	1	0	0	0	0	0	1	0	1	0	0	3	0	1	0	0	1	0	0	0	0	0	5.35	1	0	1	1	0	1	0	0	3	0	1	0	0	0	1	1	0	0	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	1	0	1	0	0	0	1	9	6	-2
SCVA004615	INTERPOL Africa Cyberthreat Assessment 2025	https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa	Nigeria	open_source_dependency_attack	managed_service_provider	Israel	logistics_transport	cybercriminal_group	database_connector	read_only	0	0	16	1	1	0	1	1	1	1	0	4,159	0	922,195	307	1	1	1	0	1	0	0	0	1	1	1	331	customer_complaint	0	0	1	0	0	1	1	0	0	0	0	0	1	0	1	0	0	5	0	0	1	1	1	1	3.62	1	1	1	0	0	0	1	0	0	1	1	0	4	1	1	1	0	1	0	1	0	1	1	1	1	0	1	1	0	0	0	1	0	0	2	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0	0	0	0	0	0	1	0	0	0	21	7	2
SCVA004628	CrowdStrike Global Threat Report 2025	https://www.crowdstrike.com/global-threat-report/	Morocco	software_supply_chain_compromise	mobile_money_api_provider	China	telecommunications	cybercriminal_group	mobile_sdk	full_admin	1	1	0	0	1	0	1	0	0	0	1	8	299,631	1,819,523	7	1	1	0	0	1	1	1	0	0	1	1	198	threat_intelligence	0	0	0	0	0	1	1	1	1	1	1	0	0	3	0	1	1	3	0	0	0	0	0	0	0.9	1	0	0	5.48	1	0	1	1	0	1	0	0	5	1	1	0	0	1	1	1	0	0	1	1	1	0	1	1	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	0	0	0	0	0	1	1	0	0	0	1	9	-2	0
SCVA002451	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	South Africa	cloud_service_provider_breach	data_analytics_provider	Israel	telecommunications	competitor_espionage	vendor_vpn_remote_access	limited_admin	0	1	0	0	0	1	1	0	0	1	1	4,280	16,007,673	9,739,632	154	0	0	1	0	0	0	1	0	1	0	1	1	third_party_assessment	1	0	1	1	1	1	1	0	1	1	1	0	0	2	0	1	0	4	0	0	0	0	1	1	3.63	1	1	1	7.2	1	1	1	1	0	1	1	0	2	0	0	1	0	0	0	0	0	1	0	1	1	1	0	0	0	0	1	1	1	1	3	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	1	1	0	0	1	0	20	-3	8
SCVA002846	Mandiant M-Trends 2024	https://www.mandiant.com/m-trends	South Africa	cloud_service_provider_breach	cloud_provider	United States	ngo_international_org	cybercriminal_group	api_endpoint	read_only	0	0	5	1	0	1	0	0	0	0	0	1	0	961,788	125	1	0	0	0	0	0	1	0	0	1	0	0	undetected	0	0	0	0	0	1	1	0	0	1	0	0	1	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	0	2	1	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	5	1	-3
SCVA001144	PwC Africa Digital Trust Insights 2024	https://www.pwc.co.za/en/insights.html	Ghana	logistics_software_compromise	open_source_maintainer	Nigeria	media_entertainment	apt_state_sponsored	cloud_management_console	full_admin	0	1	0	1	1	0	1	1	0	1	0	1	0	11,780,157	374	0	1	0	0	1	0	1	0	0	0	0	0	undetected	0	0	0	0	0	1	1	0	1	1	1	0	1	2	0	1	1	4	0	0	1	0	1	1	0	0	0	0	0	0	0	1	1	1	1	1	1	3	0	1	0	0	1	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	11	1	-3

End of preview. Expand in Data Studio

Supply Chain & Third-Party Vendor Attacks — Africa Cyber Threat Intelligence

Part of the Africa Cyber Threat Intelligence collection by electricsheepafrica.

Acquisition: SYNTHETIC
Rows: 10,000 (balanced 50/50)
Synthetic: All records are synthetic (is_synthetic=1), based on real-world research data.

Usage

from datasets import load_dataset
dataset = load_dataset("electricsheepafrica/africa-supply-chain-vendor-attacks")

Overview

This dataset models supply chain and third-party vendor cyber attacks affecting African organisations. African enterprises are deeply dependent on foreign IT vendors (Microsoft, SAP, Oracle, Huawei, ZTE) and a growing local fintech/mobile money ecosystem — yet most lack formal third-party risk management programmes. The 2021 Transnet attack demonstrated how a single vendor compromise can cascade across an entire African economy.

Africa-specific patterns captured:

South Africa: SolarWinds ripple effects on JSE corporates, Transnet vendor chain, heavy SAP/Oracle dependency
Nigeria: Banking sector reliance on foreign fintech vendors, NIBSS integration risks, BVN system vendors
Kenya: M-Pesa ecosystem third-party API compromises, Safaricom vendor attack surface
Egypt: Suez Canal logistics software supply chain, government IT vendor breaches
Continental: Mobile money API integration risks, African fintech vendor ecosystem vulnerabilities
Chinese vendors: Huawei/ZTE telecom infrastructure supply chain trust concerns across Africa
Governance gap: <15% of African organisations have formal vendor risk management (PwC 2024)
MSP attacks: Managed service providers as single points of failure for multiple African clients

Attack Types

Type	Description
`software_supply_chain_compromise`	Compromising software before delivery
`managed_service_provider_breach`	Breaching MSP to access clients
`api_integration_exploit`	Exploiting API connections
`open_source_dependency_attack`	Poisoning open-source packages
`firmware_hardware_implant`	Hardware/firmware backdoors
`cloud_service_provider_breach`	Compromising cloud providers
`vendor_credential_compromise`	Stealing vendor credentials
`software_update_hijack`	Hijacking update mechanisms
`code_repository_poisoning`	Poisoning source code repos
`payment_processor_compromise`	Compromising payment processors
`logistics_software_compromise`	Attacking logistics platforms
`telecom_vendor_backdoor`	Telecom infrastructure backdoors
`it_outsourcer_breach`	Breaching IT outsourcing firms

Sources

ENISA Threat Landscape for Supply Chain Attacks 2024
CrowdStrike Global Threat Report 2025 — supply chain chapter
Mandiant M-Trends 2024 — third-party compromise
SolarWinds/MOVEit/Kaseya post-incident African impact analysis
INTERPOL Africa Cyberthreat Assessment 2025
African Union CERT reports — vendor compromise incidents 2023-2025
Gartner Third-Party Risk Management — Africa adoption gap 2024
PwC Africa Digital Trust Insights 2024

Features

Column	Type	Description
`record_id`	str	Unique identifier
`victim_country`	str	African country (20 countries)
`attack_type`	str	Type of supply chain attack or "none"
`vendor_type`	str	Type of compromised vendor
`vendor_origin`	str	Country of vendor origin
`victim_sector`	str	Sector of victim organisation
`threat_actor`	str	Type of threat actor
`compromised_component`	str	Component compromised
`vendor_access_level`	str	Vendor access privileges
`vendor_monitored`	int64	1 if vendor was monitored
`vendor_contract_security_clause`	int64	1 if security clause in contract
`vendor_last_audit_months`	int64	Months since last vendor audit
`vendor_is_critical`	int64	1 if critical vendor
`initial_access_via_vendor`	int64	1 if vendor was initial access
`lateral_movement_to_victim`	int64	1 if lateral movement occurred
`data_exfiltrated_via_vendor`	int64	1 if data exfiltrated via vendor
`malware_distributed_via_update`	int64	1 if malware via update
`backdoor_installed`	int64	1 if backdoor installed
`credential_theft`	int64	1 if credentials stolen
`privilege_escalation`	int64	1 if privilege escalation
`organisations_affected`	int64	Number of orgs affected
`records_compromised`	int64	Records compromised
`financial_loss_usd`	int64	Financial loss USD
`service_disruption_hours`	int64	Hours of disruption
`data_breach`	int64	1 if data breach
`operational_disruption`	int64	1 if ops disrupted
`ransomware_deployed`	int64	1 if ransomware deployed
`intellectual_property_stolen`	int64	1 if IP stolen
`regulatory_violation`	int64	1 if regulatory violation
`customer_data_exposed`	int64	1 if customer data exposed
`reputational_damage`	int64	1 if reputational damage
`mobile_money_api_compromised`	int64	1 if mobile money API
`fintech_integration_exploited`	int64	1 if fintech exploited
`payment_system_affected`	int64	1 if payment system affected
`detected`	int64	1 if detected
`time_to_detect_days`	int64	Days to detection
`detected_by`	str	Detection source
`vendor_notified`	int64	1 if vendor notified
`vendor_cooperation`	int64	1 if vendor cooperated
`incident_response_activated`	int64	1 if IR activated
`vendor_contract_terminated`	int64	1 if contract terminated
`regulatory_reported`	int64	1 if reported to regulator
`label`	int64	1 = attack, 0 = legitimate
`is_synthetic`	int64	1 = synthetic data

Extracted Features

Feature	Description
`vendor_risk_posture` / `poor_vendor_governance` / `high_privilege_access`	Vendor risk
`attack_chain_depth` / `full_chain_attack` / `vendor_as_pivot`	Attack chain
`update_weaponised` / `persistent_access` / `advanced_attack`	Sophistication
`multi_org_impact` / `widespread_impact` / `mega_breach`	Scale
`any_financial_loss` / `major_loss` / `catastrophic_loss`	Financial impact
`impact_score` / `multi_impact` / `ransomware_attack`	Impact type
`mobile_money_compromised` / `fintech_exploited` / `financial_ecosystem_attack`	Africa fintech
`was_detected` / `quick_detection` / `undetected`	Detection
`vendor_cooperated` / `vendor_uncooperative`	Vendor response
Attack type one-hot	`type_software_supply_chain`, `type_msp_breach`, etc.
Vendor origin	`vendor_foreign`, `vendor_african`, `vendor_chinese`
Actor type	`actor_apt`, `actor_criminal`, `actor_ransomware`, etc.
Sector	`sector_financial`, `sector_critical`, etc.
Regional flags	`is_west_africa`, `is_east_africa`, etc.
`supply_chain_threat_score`	Composite threat severity
`vendor_risk_score`	Composite vendor risk score
`resilience_score`	Composite detection/response score

Intelligence Sources

The following real-world sources informed the synthetic attack samples in this dataset:

ENISA Supply Chain Threat Landscape 2024 — https://www.enisa.europa.eu/publications
CrowdStrike Global Threat Report 2025 — https://www.crowdstrike.com/global-threat-report/
Mandiant M-Trends 2024 — https://www.mandiant.com/m-trends
INTERPOL Africa Cyberthreat Assessment 2025 — https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa
PwC Africa Digital Trust Insights 2024 — https://www.pwc.co.za/en/insights.html

Citation

@misc{electricsheepafrica2026supplychain,
  title = {Supply Chain & Third-Party Vendor Attacks (Africa)},
  author = {Electric Sheep Africa},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-supply-chain-vendor-attacks}}
}

License: MIT

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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