Datasets:

electricsheepafrica
/

africa-maritime-port-cybersecurity

record_id large_string	intelligence_source large_string	intelligence_source_url large_string	country large_string	port large_string	attack_type large_string	target_system large_string	attack_vector large_string	threat_actor large_string	vessel_type large_string	cargo_type large_string	is_ot_attack int64	is_it_attack int64	targets_navigation int64	targets_port_operations int64	port_operations_disrupted int64	vessel_operations_disrupted int64	cargo_delay_hours int64	financial_loss_usd int64	data_compromised int64	safety_risk_created int64	environmental_risk int64	supply_chain_disrupted int64	ransom_demanded int64	ransom_amount_usd int64	ransom_paid int64	linked_to_smuggling int64	linked_to_piracy int64	ais_disabled_for_illicit int64	detected int64	detection_time_hours int64	detected_by large_string	incident_response_activated int64	reported_to_imo int64	reported_to_national_cert int64	business_continuity_activated int64	label int64	is_synthetic int64	ot_attack int64	it_attack int64	navigation_attack int64	port_ops_attack int64	critical_system int64	any_disruption int64	major_disruption int64	significant_delay int64	severe_delay int64	any_financial_loss int64	major_loss int64	catastrophic_loss int64	safety_critical int64	environmental_threat int64	supply_chain_impact int64	cascading_impact int64	ransomware_incident int64	high_ransom int64	ransom_paid.1 int64	crime_nexus int64	piracy_linked int64	smuggling_linked int64	ais_manipulation int64	was_detected int64	quick_detection int64	fast_detection int64	slow_detection int64	undetected int64	ir_activated int64	regulatory_reported int64	bcp_activated int64	response_score int64	detected_by_soc int64	detected_by_crew int64	detected_by_authority int64	detected_by_automation int64	type_ransomware int64	type_phishing int64	type_ais_spoof int64	type_gps_spoof int64	type_scada int64	type_supply_chain int64	type_data_breach int64	type_ecdis int64	type_port_mgmt int64	type_ddos int64	type_insider int64	type_malware_usb int64	type_vsat int64	actor_criminal int64	actor_state int64	actor_hacktivist int64	actor_insider int64	actor_piracy int64	vessel_container int64	vessel_tanker int64	vessel_bulk int64	vessel_port_only int64	high_value_cargo int64	is_west_africa int64	is_east_africa int64	is_southern_africa int64	is_north_africa int64	is_gulf_of_guinea int64	is_strategic_chokepoint int64	maritime_threat_score int64	economic_impact_score int64	maritime_resilience_score int64
MARIT001501	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Libya	Lagos/Apapa	ais_spoofing_manipulation	crane_control_system	remote_access_exploit	state_sponsored_apt	oil_tanker	minerals_mining	1	0	0	1	1	1	199	3,761,308	0	0	0	0	1	272,381	0	1	0	0	1	53	port_authority	1	0	0	0	1	1	1	0	0	1	1	1	1	1	1	1	1	0	0	0	0	0	1	0	0	1	0	1	0	1	0	0	0	0	1	0	0	2	0	0	1	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	0	1	0	0	10	10	4
MARIT002586	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Nigeria	Cape Town	port_management_system_hack	ecdis_navigation	rf_signal_manipulation	state_sponsored_apt	bulk_carrier	general_cargo	1	0	1	0	0	0	145	30,509,781	1	0	0	1	0	0	0	0	1	0	1	206	port_authority	1	1	1	1	1	1	1	0	1	0	1	0	0	1	0	1	1	1	0	0	1	0	0	0	0	1	1	0	0	1	0	0	1	0	1	1	1	5	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	0	0	1	0	6	15	6
MARIT002653	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Ghana	Lagos/Apapa	scada_ot_attack	cargo_tracking_system	physical_access	state_sponsored_apt	bulk_carrier	crude_oil_petroleum	0	1	0	1	1	1	6	0	0	0	1	1	0	0	0	0	0	0	1	0	port_authority	0	0	1	1	1	1	0	1	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	1	1	1	0	0	0	1	1	3	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	1	1	0	0	0	1	0	6	3	9
MARIT001055	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Ghana	Dar es Salaam	scada_ot_attack	cargo_tracking_system	network_intrusion	hacktivist	container_ship	agricultural_products	0	1	0	1	0	1	7	32,306,394	0	0	0	0	1	1,616,411	0	0	0	1	1	20	automated_ids	1	0	1	1	1	1	0	1	0	1	0	1	0	0	0	1	1	1	0	0	0	0	1	1	0	1	0	0	1	1	0	1	0	0	1	1	1	4	0	0	0	1	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	1	0	7	10	8
MARIT000705	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	Djibouti	Durban	data_breach_cargo_manifest	gps_gnss_system	supply_chain	cybercriminal_group	container_ship	general_cargo	1	0	1	0	1	0	0	39,861	1	0	0	0	0	0	0	0	1	0	1	22	crew_report	1	0	1	1	1	1	1	0	1	0	1	1	0	0	0	1	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	1	0	0	1	1	1	4	0	1	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	1	0	0	0	1	8	2	8
MARIT000106	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	Egypt	Durban	ransomware	corporate_it_network	rf_signal_manipulation	hacktivist	lng_carrier	agricultural_products	0	1	0	0	0	0	0	62,873	0	0	1	1	1	11,150,383	0	0	0	1	1	0	soc_monitoring	0	0	1	1	1	1	0	1	0	0	0	0	0	0	0	1	0	0	0	1	1	0	1	1	0	1	0	0	1	1	1	1	0	0	0	1	1	3	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	1	0	1	9	5	9
MARIT000589	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Mozambique	Port Said/Suez	data_breach_cargo_manifest	terminal_operating_system	physical_access	hacktivist	offshore_platform	crude_oil_petroleum	0	0	0	1	1	0	15	654,794	1	0	0	1	0	0	0	0	0	0	0	0	undetected	0	0	0	0	1	1	0	0	0	1	0	1	0	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	0	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	1	0	0	0	0	2	5	-3
MARIT002468	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	South Africa	Djibouti	scada_ot_attack	terminal_operating_system	email_phishing	cybercriminal_group	lng_carrier	general_cargo	0	0	0	1	0	0	0	2,388,651	1	0	0	1	0	0	0	1	0	0	0	0	undetected	0	0	0	0	1	1	0	0	0	1	0	0	0	0	0	1	1	0	0	0	1	0	0	0	0	1	0	1	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	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	3	8	-3
MARIT002413	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	Mauritius	Lome	scada_ot_attack	scada_ics_control	email_phishing	hacktivist	container_ship	none_port_only	1	0	0	0	0	0	120	1,460,719	0	0	0	0	0	0	0	0	0	1	0	0	undetected	0	0	0	0	1	1	1	0	0	0	1	0	0	1	0	1	1	0	0	0	0	0	0	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	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	6	7	-3
MARIT001600	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	Cote d'Ivoire	Port Said/Suez	ddos_attack	corporate_it_network	social_engineering	piracy_linked_group	general_cargo	crude_oil_petroleum	0	1	0	0	0	1	0	647,536	1	0	1	1	1	382,952	0	0	0	0	1	636	automated_ids	0	1	1	1	1	1	0	1	0	0	0	1	0	0	0	1	0	0	0	1	1	0	1	0	0	0	0	0	0	1	0	0	1	0	0	1	1	4	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	1	0	0	0	1	0	8	5	4
MARIT002464	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	Angola	Port Louis	ransomware	cargo_tracking_system	network_intrusion	cybercriminal_group	port_infrastructure_only	crude_oil_petroleum	0	1	0	1	0	1	15	9,146,317	1	0	0	0	1	7,517,151	0	0	0	0	1	0	crew_report	0	0	1	1	1	1	0	1	0	1	0	1	0	0	0	1	1	0	0	0	0	0	1	1	0	0	0	0	0	1	1	1	0	0	0	1	1	3	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	0	0	1	0	0	0	4	5	9
MARIT000228	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	Cameroon	Abidjan	data_breach_cargo_manifest	cargo_tracking_system	remote_access_exploit	unknown	general_cargo	general_cargo	0	1	0	1	0	1	33	1,119,712	0	0	1	1	0	0	0	0	1	0	1	3	port_authority	0	1	0	0	1	1	0	1	0	1	0	1	0	1	0	1	1	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	1	0	2	0	0	1	0	0	0	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	1	0	9	10	4
MARIT000915	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Nigeria	Durban	gps_spoofing	cargo_tracking_system	rf_signal_manipulation	cybercriminal_group	container_ship	containers	0	1	0	1	0	1	460	78,961	0	0	0	1	0	0	0	1	0	0	0	0	undetected	0	1	0	1	1	1	0	1	0	1	0	1	0	1	1	1	0	0	0	0	1	0	0	0	0	1	0	1	0	0	0	0	0	1	0	1	1	2	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	0	0	0	1	0	5	10	1
MARIT000794	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Nigeria	Lome	ais_spoofing_manipulation	terminal_operating_system	software_vulnerability	unknown	bulk_carrier	none_port_only	0	0	0	1	1	0	66	56,134,283	1	0	1	1	0	0	0	0	0	1	1	281	coast_guard	1	1	0	0	1	1	0	0	0	1	0	1	0	1	0	1	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	0	1	0	1	1	0	3	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	12	15	4
MARIT003021	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Morocco	Tin Can Island	ais_spoofing_manipulation	port_management_system	network_intrusion	cybercriminal_group	oil_tanker	vehicles_machinery	0	1	0	1	1	0	11	24,549,748	0	0	0	1	1	1,482,749	0	0	0	1	1	18	coast_guard	0	0	1	1	1	1	0	1	0	1	0	1	0	0	0	1	1	1	0	0	1	0	1	1	0	1	0	0	1	1	0	1	0	0	0	1	1	3	0	0	1	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	0	7	13	6
MARIT003543	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Kenya	Mombasa	ddos_attack	port_management_system	physical_access	cybercriminal_group	lng_carrier	minerals_mining	0	1	0	1	1	0	309	59,157	0	1	1	0	0	0	0	0	1	1	0	0	undetected	0	0	0	0	1	1	0	1	0	1	0	1	0	1	1	1	0	0	1	1	0	0	0	0	0	1	1	0	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	1	0	0	0	0	0	1	0	0	1	0	1	0	0	0	0	13	7	-3
MARIT001073	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Nigeria	Port Sudan	supply_chain_compromise	vessel_traffic_service	usb_removable_media	cybercriminal_group	bulk_carrier	chemicals	0	0	0	0	0	0	11	0	1	0	0	0	0	0	0	0	0	0	1	1	vessel_traffic_service	0	0	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	0	1	0	2	0	0	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	1	0	0	0	7
MARIT003351	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Nigeria	Onne	phishing_spear_phishing	port_management_system	network_intrusion	hacktivist	cruise_ship	crude_oil_petroleum	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	undetected	0	0	0	1	1	1	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	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	0	0	0	1	1	0	0	0	1	0	0	0	-1
MARIT001744	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	Egypt	Douala	scada_ot_attack	crane_control_system	usb_removable_media	state_sponsored_apt	fishing_vessel	crude_oil_petroleum	1	0	0	1	1	1	403	70,626	1	0	0	0	0	0	0	0	0	0	1	1	vessel_traffic_service	1	0	0	0	1	1	1	0	0	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	1	0	0	2	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	0	1	0	0	0	1	0	1	5	7	7
MARIT001084	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	South Africa	Durban	ais_spoofing_manipulation	cargo_tracking_system	software_vulnerability	state_sponsored_apt	container_ship	general_cargo	0	1	0	1	1	0	0	51,785,474	0	0	0	1	0	0	0	0	0	0	0	0	undetected	0	0	0	1	1	1	0	1	0	1	0	1	0	0	0	1	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	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	1	0	0	0	0	0	0	1	0	0	0	2	13	-1
MARIT000926	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	Morocco	Lagos/Apapa	ransomware	ecdis_navigation	rf_signal_manipulation	opportunistic_attacker	container_ship	minerals_mining	1	0	1	0	1	0	5	675,997	1	0	0	0	1	261,031	0	0	0	0	0	0	undetected	0	1	0	1	1	1	1	0	1	0	1	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	1	2	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	1	0	0	0	1	0	0	7	2	1
MARIT003049	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	Djibouti	Cape Town	scada_ot_attack	cargo_tracking_system	software_vulnerability	competitor_espionage	general_cargo	containers	0	1	0	1	0	0	56	29,948,473	0	0	0	0	0	0	0	0	1	0	0	0	undetected	0	0	1	0	1	1	0	1	0	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	1	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	1	0	0	0	1	3	12	-1
MARIT001117	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Cameroon	Port Sudan	ransomware	customs_clearance_system	remote_access_exploit	piracy_linked_group	bulk_carrier	vehicles_machinery	0	1	0	0	0	0	0	5,204,411	0	0	1	0	1	315,199	0	0	0	0	1	92	automated_ids	0	0	0	0	1	1	0	1	0	0	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	1	0	0	0	1	1	0	0	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	6	5	2
MARIT000642	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	Cote d'Ivoire	Lagos/Apapa	phishing_spear_phishing	terminal_operating_system	rf_signal_manipulation	insider_threat	general_cargo	general_cargo	0	0	0	1	1	0	0	517,859	0	1	0	1	0	0	0	0	0	0	1	0	automated_ids	0	1	0	0	1	1	0	0	0	1	0	1	0	0	0	1	0	0	1	0	1	0	0	0	0	0	0	0	0	1	1	1	0	0	0	1	0	2	0	0	0	1	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	0	0	1	0	6	5	7
MARIT004767	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	Tanzania	Mombasa	malware_usb_infection	ais_transponder	social_engineering	opportunistic_attacker	offshore_platform	general_cargo	1	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	133	soc_monitoring	0	0	1	0	1	1	1	0	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	1	0	2	1	0	0	0	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	0	0	8	0	4
MARIT000501	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Tanzania	Durban	ransomware	port_management_system	remote_access_exploit	cybercriminal_group	naval_vessel	containers	0	1	0	1	0	1	82	62,250	1	1	0	1	1	6,634,576	0	0	0	0	1	0	coast_guard	0	0	1	0	1	1	0	1	0	1	0	1	0	1	0	1	0	0	1	0	1	0	1	1	0	0	0	0	0	1	1	1	0	0	0	1	0	2	0	0	1	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	1	0	0	0	0	8	7	7
MARIT004066	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	Kenya	Durban	phishing_spear_phishing	port_management_system	remote_access_exploit	unknown	general_cargo	crude_oil_petroleum	0	1	0	1	0	1	0	46,224	0	0	1	0	0	0	0	1	1	0	0	0	undetected	0	0	0	0	1	1	0	1	0	1	0	1	0	0	0	1	0	0	0	1	0	0	0	0	0	1	1	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	0	0	0	0	0	0	0	1	0	1	0	0	0	0	9	2	-3
MARIT000333	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	South Africa	Conakry	scada_ot_attack	terminal_operating_system	supply_chain	hacktivist	bulk_carrier	minerals_mining	0	0	0	1	1	0	0	118,048	1	0	0	0	1	63,050	1	0	0	1	0	0	undetected	0	0	0	0	1	1	0	0	0	1	0	1	0	0	0	1	0	0	0	0	0	0	1	0	1	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	0	0	0	0	0	1	0	0	0	0	1	0	1	0	0	1	0	0	0	7	2	-3
MARIT004684	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Tanzania	Port Said/Suez	phishing_spear_phishing	email_system	email_phishing	piracy_linked_group	cruise_ship	containers	0	1	0	0	1	0	718	55,987,076	1	0	0	0	1	329,960	1	0	1	0	1	1	port_authority	1	0	0	0	1	1	0	1	0	0	0	1	0	1	1	1	1	1	0	0	0	0	1	0	1	1	1	0	0	1	1	1	0	0	1	0	0	2	0	0	1	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	1	0	0	0	0	7	15	7
MARIT000486	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Nigeria	Port Said/Suez	ais_spoofing_manipulation	ais_transponder	usb_removable_media	state_sponsored_apt	bulk_carrier	containers	1	0	1	0	0	1	655	349,717	0	0	1	0	0	0	0	0	0	0	0	0	undetected	0	0	0	1	1	1	1	0	1	0	1	1	0	1	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	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	1	0	0	0	1	0	9	7	-1
MARIT001962	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Angola	Luanda	ecdis_navigation_attack	ais_transponder	usb_removable_media	cybercriminal_group	cruise_ship	containers	1	0	1	0	0	0	16	230,777	0	1	1	1	1	9,176,371	0	0	1	0	1	14	vessel_traffic_service	1	1	1	0	1	1	1	0	1	0	1	0	0	0	0	1	0	0	1	1	1	0	1	1	0	1	1	0	0	1	0	1	0	0	1	1	0	4	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	16	5	6
MARIT000393	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Libya	Beira	ais_spoofing_manipulation	port_management_system	software_vulnerability	unknown	container_ship	minerals_mining	0	1	0	1	0	1	114	8,727,275	1	0	0	0	0	0	0	0	0	1	0	0	undetected	0	0	0	0	1	1	0	1	0	1	0	1	0	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	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	0	1	0	0	0	1	0	0	0	1	0	0	5	7	-3
MARIT004842	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Namibia	Tin Can Island	scada_ot_attack	port_management_system	software_vulnerability	hacktivist	bulk_carrier	general_cargo	0	1	0	1	0	0	160	23,484	0	0	1	0	0	0	0	0	0	1	1	54	port_authority	0	0	0	0	1	1	0	1	0	1	0	0	0	1	0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	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	1	0	0	0	0	1	0	0	0	7	4	2
MARIT004866	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Mozambique	Mombasa	scada_ot_attack	customs_clearance_system	physical_access	competitor_espionage	port_infrastructure_only	containers	0	1	0	0	0	1	12	5,299,405	0	0	0	1	0	0	0	0	0	1	0	0	undetected	0	0	0	1	1	1	0	1	0	0	0	1	0	0	0	1	1	0	0	0	1	0	0	0	0	1	0	0	1	0	0	0	0	1	0	0	1	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	1	0	0	1	0	0	0	0	5	8	-1
MARIT001755	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Kenya	Mombasa	supply_chain_compromise	vessel_traffic_service	remote_access_exploit	insider_threat	fishing_vessel	minerals_mining	0	0	0	0	0	0	0	0	1	1	1	0	1	778,754	1	0	1	0	0	0	undetected	0	0	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	1	1	1	0	0	0	0	0	0	1	0	1	0	1	0	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	0	1	0	0	0	0	13	0	-1
MARIT002515	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Mozambique	Mombasa	malware_usb_infection	corporate_it_network	email_phishing	cybercriminal_group	cruise_ship	agricultural_products	0	1	0	0	0	0	16	21,048,526	0	0	0	0	0	0	0	0	0	0	1	121	crew_report	0	1	1	1	1	1	0	1	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	4	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	10	6
MARIT003585	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	South Africa	Tin Can Island	scada_ot_attack	corporate_it_network	supply_chain	hacktivist	cruise_ship	vehicles_machinery	0	1	0	0	1	1	0	73,081,733	0	1	0	0	0	0	0	1	1	0	0	0	undetected	0	0	0	1	1	1	0	1	0	0	0	1	1	0	0	1	1	1	1	0	0	0	0	0	0	1	1	1	0	0	0	0	0	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	0	0	0	0	0	0	1	0	0	0	9	10	-1
MARIT004315	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	South Africa	Tanger Med	ransomware	cargo_tracking_system	supply_chain	cybercriminal_group	general_cargo	none_port_only	0	1	0	1	0	0	0	2,139,316	1	0	0	1	1	7,965,520	1	0	0	0	1	1	automated_ids	0	0	0	0	1	1	0	1	0	1	0	0	0	0	0	1	1	0	0	0	1	0	1	1	1	0	0	0	0	1	1	1	0	0	0	0	0	1	0	0	0	1	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	2	8	5
MARIT004966	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	Port Louis	ais_spoofing_manipulation	corporate_it_network	supply_chain	opportunistic_attacker	bulk_carrier	crude_oil_petroleum	0	1	0	0	0	0	18	15,066,248	1	0	0	0	0	0	0	0	0	0	1	2	vessel_traffic_service	0	0	0	1	1	1	0	1	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	1	2	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	1	0	0	0	0	10	4
MARIT002099	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	South Africa	Maputo	scada_ot_attack	terminal_operating_system	social_engineering	unknown	container_ship	general_cargo	0	0	0	1	1	0	128	19,429,203	1	0	0	0	0	0	0	0	0	1	1	384	soc_monitoring	0	0	0	0	1	1	0	0	0	1	0	1	0	1	0	1	1	1	0	0	0	0	0	0	0	1	0	0	1	1	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	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	5	12	0
MARIT003599	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Algeria	Port Said/Suez	scada_ot_attack	customs_clearance_system	rf_signal_manipulation	terrorist_group	general_cargo	general_cargo	0	1	0	0	0	0	21	4,762,369	0	1	0	0	0	0	0	0	0	0	1	633	vessel_traffic_service	0	0	0	0	1	1	0	1	0	0	0	0	0	0	0	1	1	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	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	4	5	0
MARIT004121	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Morocco	Luanda	ecdis_navigation_attack	scada_ics_control	remote_access_exploit	cybercriminal_group	fishing_vessel	chemicals	1	0	0	0	1	1	24	2,237,273	1	0	0	1	0	0	0	0	1	0	0	0	undetected	0	0	1	1	1	1	1	0	0	0	1	1	1	0	0	1	1	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	1	0	1	1	2	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	0	1	0	0	8	8	1
MARIT000029	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	South Africa	Algiers	ecdis_navigation_attack	email_system	supply_chain	opportunistic_attacker	fishing_vessel	general_cargo	0	1	0	0	0	1	362	0	0	0	0	0	1	1,602,362	0	0	0	0	0	0	undetected	0	1	0	1	1	1	0	1	0	0	0	1	0	1	1	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	1	0	1	1	2	0	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	0	0	1	0	0	0	4	5	1
MARIT000065	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Mozambique	Mombasa	phishing_spear_phishing	terminal_operating_system	supply_chain	state_sponsored_apt	oil_tanker	vehicles_machinery	0	0	0	1	0	0	0	898,625	0	0	0	1	0	0	0	0	0	0	1	63	crew_report	1	1	0	1	1	1	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	1	4	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	5	8
MARIT000838	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Djibouti	Cape Town	gps_spoofing	crane_control_system	supply_chain	opportunistic_attacker	general_cargo	lng_gas	1	0	0	1	0	1	131	601,095	0	0	0	0	0	0	0	0	0	1	0	0	undetected	0	0	0	1	1	1	1	0	0	1	1	1	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	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	0	0	0	0	0	0	1	0	1	0	0	0	1	8	4	-1
MARIT003906	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Egypt	Dakar	port_management_system_hack	ais_transponder	email_phishing	unknown	port_infrastructure_only	containers	1	0	1	0	0	1	681	0	0	1	0	1	0	0	0	1	0	0	1	203	coast_guard	0	0	0	0	1	1	1	0	1	0	1	1	0	1	1	0	0	0	1	0	1	0	0	0	0	1	0	1	0	1	0	0	1	0	0	0	0	1	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	1	0	0	0	0	1	0	1	12	8	0
MARIT003773	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	South Africa	Maputo	ransomware	cargo_tracking_system	email_phishing	cybercriminal_group	oil_tanker	minerals_mining	0	1	0	1	0	1	87	63,204,891	1	0	0	0	1	15,254,186	0	0	0	1	0	0	undetected	0	0	0	0	1	1	0	1	0	1	0	1	0	1	0	1	1	1	0	0	0	0	1	1	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	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	7	12	-3
MARIT004635	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	Sudan	Onne	malware_usb_infection	ecdis_navigation	email_phishing	cybercriminal_group	container_ship	none_port_only	1	0	1	0	1	0	8	0	0	0	1	0	0	0	0	0	0	1	1	0	crew_report	0	1	0	1	1	1	1	0	1	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	1	1	0	0	0	1	1	3	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	12	0	9
MARIT003161	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	South Africa	Algiers	supply_chain_compromise	ais_transponder	software_vulnerability	opportunistic_attacker	container_ship	agricultural_products	1	0	1	0	0	0	0	13,163	1	0	0	0	1	2,001,558	1	1	1	0	0	0	undetected	0	1	0	0	1	1	1	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	1	0	1	0	1	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	0	0	0	0	1	0	0	0	8	2	-1
MARIT002659	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	Tanger Med	ais_spoofing_manipulation	ais_transponder	email_phishing	unknown	general_cargo	vehicles_machinery	1	0	1	0	0	0	0	45,275	0	0	0	0	0	0	0	0	0	0	0	0	undetected	0	1	1	0	1	1	1	0	1	0	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	1	0	2	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	0	0	1	0	0	0	3	2	-1
MARIT004615	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Djibouti	Tin Can Island	ddos_attack	port_management_system	network_intrusion	state_sponsored_apt	oil_tanker	vehicles_machinery	0	1	0	1	1	1	541	88,151,920	1	0	0	1	0	0	0	1	0	0	0	0	undetected	0	0	0	0	1	1	0	1	0	1	0	1	1	1	1	1	1	1	0	0	1	1	0	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	0	0	0	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	0	0	0	1	8	18	-3
MARIT004628	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Kenya	Lagos/Apapa	phishing_spear_phishing	email_system	remote_access_exploit	competitor_espionage	container_ship	containers	0	1	0	0	0	0	0	31,612,010	0	1	0	1	1	404,554	0	0	0	0	1	20	coast_guard	1	0	0	0	1	1	0	1	0	0	0	0	0	0	0	1	1	1	1	0	1	0	1	0	0	0	0	0	0	1	0	1	0	0	1	0	0	2	0	0	1	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	1	0	0	0	0	6	13	4
MARIT002451	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	South Africa	Port Said/Suez	supply_chain_compromise	email_system	email_phishing	hacktivist	container_ship	vehicles_machinery	0	1	0	0	0	1	0	54,524,828	1	1	1	0	0	0	0	0	0	0	1	9	soc_monitoring	0	0	1	1	1	1	0	1	0	0	0	1	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	1	1	3	1	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	0	0	1	0	0	0	10	10	6
MARIT002846	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Kenya	Djibouti	phishing_spear_phishing	gps_gnss_system	usb_removable_media	opportunistic_attacker	oil_tanker	none_port_only	1	0	1	0	0	1	99	0	1	0	0	1	0	0	0	1	1	0	1	1	soc_monitoring	0	0	0	0	1	1	1	0	1	0	1	1	0	1	0	0	0	0	0	0	1	0	0	0	0	1	1	1	0	1	1	1	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	0	1	0	0	0	0	1	0	0	0	0	8	5	5
MARIT001144	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Libya	Djibouti	port_management_system_hack	cargo_tracking_system	physical_access	hacktivist	port_infrastructure_only	chemicals	0	1	0	1	1	0	0	25,042	0	0	0	0	1	4,364,013	1	1	0	0	1	121	vessel_traffic_service	1	0	1	0	1	1	0	1	0	1	0	1	0	0	0	1	0	0	0	0	0	0	1	1	1	1	0	1	0	1	0	0	0	0	1	1	0	3	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	0	0	7	2	6
MARIT003078	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Egypt	Djibouti	scada_ot_attack	customs_clearance_system	supply_chain	state_sponsored_apt	container_ship	general_cargo	0	1	0	0	0	0	0	53,489,582	1	0	1	1	0	0	0	0	0	0	0	0	undetected	0	0	0	0	1	1	0	1	0	0	0	0	0	0	0	1	1	1	0	1	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	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	1	0	1	4	13	-3
MARIT001103	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	South Africa	Tema	port_management_system_hack	crane_control_system	network_intrusion	insider_threat	port_infrastructure_only	chemicals	1	0	0	1	0	0	649	659,680	0	0	1	0	1	153,050	0	1	0	0	0	0	undetected	0	0	1	0	1	1	1	0	0	1	1	0	0	1	1	1	0	0	0	1	0	0	1	0	0	1	0	1	0	0	0	0	0	1	0	1	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	0	0	1	0	0	0	1	0	0	0	12	7	-1
MARIT000168	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Namibia	Luanda	phishing_spear_phishing	port_management_system	supply_chain	opportunistic_attacker	fishing_vessel	lng_gas	0	1	0	1	0	1	19	0	0	1	0	0	0	0	0	0	1	0	1	1	automated_ids	1	0	0	0	1	1	0	1	0	1	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	1	0	0	1	1	1	0	0	1	0	0	2	0	0	0	1	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	1	0	0	0	9	0	7
MARIT001670	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	Tema	phishing_spear_phishing	scada_ics_control	remote_access_exploit	insider_threat	port_infrastructure_only	containers	1	0	0	0	1	0	52	1,251,925	0	0	0	0	0	0	0	0	0	1	0	0	undetected	0	1	0	1	1	1	1	0	0	0	1	1	0	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	1	1	2	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	1	0	0	0	1	0	8	7	1
MARIT002570	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Morocco	Port Said/Suez	malware_usb_infection	scada_ics_control	usb_removable_media	insider_threat	port_infrastructure_only	general_cargo	1	0	0	0	0	1	132	36,614,306	0	0	1	0	0	0	0	1	0	0	1	236	external_threat_intel	1	0	0	0	1	1	1	0	0	0	1	1	0	1	0	1	1	1	0	1	0	0	0	0	0	1	0	1	0	1	0	0	1	0	1	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	0	0	12	12	2
MARIT002377	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Sudan	Tema	ransomware	customs_clearance_system	rf_signal_manipulation	hacktivist	offshore_platform	containers	0	1	0	0	1	0	690	0	0	0	0	1	1	10,251,227	0	0	0	0	1	140	external_threat_intel	0	0	1	0	1	1	0	1	0	0	0	1	0	1	1	0	0	0	0	0	1	1	1	1	0	0	0	0	0	1	0	0	0	0	0	1	0	2	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	0	0	1	0	0	0	0	7	8	4
MARIT004395	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Tanzania	Dar es Salaam	scada_ot_attack	gps_gnss_system	network_intrusion	cybercriminal_group	oil_tanker	containers	1	0	1	0	0	0	16	10,315,633	0	1	0	0	0	0	0	0	0	0	1	24	crew_report	0	1	0	0	1	1	1	0	1	0	1	0	0	0	0	1	1	1	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	1	0	2	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	7	10	4
MARIT004257	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	South Africa	Tanger Med	ecdis_navigation_attack	terminal_operating_system	remote_access_exploit	unknown	general_cargo	crude_oil_petroleum	0	0	0	1	0	0	0	68,928,654	1	0	0	1	0	0	0	0	0	0	1	132	automated_ids	1	1	0	0	1	1	0	0	0	1	0	0	0	0	0	1	1	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	0	3	0	0	0	1	0	0	0	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	0	0	13	6
MARIT003862	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Mozambique	Durban	ais_spoofing_manipulation	ais_transponder	network_intrusion	cybercriminal_group	cruise_ship	crude_oil_petroleum	1	0	1	0	0	1	2	51,303,796	1	1	1	0	1	2,144,424	0	0	1	1	1	453	external_threat_intel	1	0	0	0	1	1	1	0	1	0	1	1	0	0	0	1	1	1	1	1	0	0	1	1	0	1	1	0	1	1	0	0	1	0	1	0	0	2	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	1	0	1	0	0	0	0	18	10	2
MARIT000023	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Algeria	Douala	supply_chain_compromise	port_management_system	email_phishing	cybercriminal_group	fishing_vessel	military_equipment	0	1	0	1	0	1	649	34,359,060	1	0	0	1	0	0	0	0	0	0	0	0	undetected	0	0	0	1	1	1	0	1	0	1	0	1	0	1	1	1	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	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	1	0	0	0	1	0	0	2	18	-1
MARIT002633	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Nigeria	Dakar	vsat_satellite_comm_attack	vsat_communication	usb_removable_media	unknown	port_infrastructure_only	containers	0	0	0	0	0	1	0	2,510,959	1	0	0	1	0	0	0	0	0	0	0	0	undetected	0	0	1	0	1	1	0	0	0	0	0	1	0	0	0	1	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	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	0	0	1	0	1	0	0	0	1	0	2	8	-1
MARIT003340	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	Angola	Tin Can Island	supply_chain_compromise	ecdis_navigation	software_vulnerability	cybercriminal_group	container_ship	crude_oil_petroleum	1	0	1	0	0	1	0	3,239,243	1	0	0	1	1	96,873	1	1	0	0	1	13	automated_ids	0	0	0	0	1	1	1	0	1	0	1	1	0	0	0	1	1	0	0	0	1	0	1	0	1	1	0	1	0	1	0	1	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	1	0	0	1	0	0	0	10	8	2
MARIT002215	Lloyds List African Port Intelligence	https://lloydslist.maritimeintelligence.informa.com/	Nigeria	Durban	ais_spoofing_manipulation	corporate_it_network	email_phishing	terrorist_group	oil_tanker	containers	0	1	0	0	0	0	0	90,392	0	0	0	1	1	431,802	0	0	0	0	1	17	crew_report	0	0	0	0	1	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	1	0	1	0	0	0	0	0	1	0	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	1	0	0	0	1	0	2	5	2
MARIT003682	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Djibouti	Lagos/Apapa	phishing_spear_phishing	scada_ics_control	remote_access_exploit	insider_threat	port_infrastructure_only	vehicles_machinery	1	0	0	0	1	0	304	5,155,373	0	0	0	1	0	0	0	1	0	1	1	1	vessel_traffic_service	0	1	0	0	1	1	1	0	0	0	1	1	0	1	1	1	1	0	0	0	1	1	0	0	0	1	0	1	1	1	1	1	0	0	0	1	0	2	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	0	0	1	11	13	7
MARIT004724	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Mozambique	Algiers	ecdis_navigation_attack	customs_clearance_system	social_engineering	cybercriminal_group	port_infrastructure_only	none_port_only	0	1	0	0	1	0	672	3,263,681	1	0	0	0	0	0	0	1	0	0	1	2	crew_report	1	0	0	1	1	1	0	1	0	0	0	1	0	1	1	1	1	0	0	0	0	0	0	0	0	1	0	1	0	1	0	1	0	0	1	0	1	3	0	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	1	0	0	0	0	5	10	6
MARIT001907	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	Cote d'Ivoire	Mombasa	supply_chain_compromise	cargo_tracking_system	network_intrusion	state_sponsored_apt	lng_carrier	crude_oil_petroleum	0	1	0	1	1	0	24	9,371,339	0	0	0	0	0	0	0	0	0	0	1	0	crew_report	1	0	1	1	1	1	0	1	0	1	0	1	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	1	1	1	4	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	1	0	0	0	1	0	2	5	11
MARIT000084	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	Dakar	supply_chain_compromise	gps_gnss_system	remote_access_exploit	state_sponsored_apt	oil_tanker	none_port_only	1	0	1	0	0	0	135	90,254	0	0	0	0	0	0	0	0	0	1	1	119	automated_ids	0	0	0	1	1	1	1	0	1	0	1	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	1	2	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	1	0	0	0	1	0	6	4	4
MARIT000227	IMO Maritime Cyber Risk Guidelines	https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx	Namibia	Port Said/Suez	insider_threat	port_management_system	email_phishing	opportunistic_attacker	general_cargo	containers	0	1	0	1	0	1	570	0	1	0	0	1	1	7,972,698	0	0	0	0	0	0	undetected	0	0	0	0	1	1	0	1	0	1	0	1	0	1	1	0	0	0	0	0	1	0	1	1	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	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	4	8	-3
MARIT000296	African Union Blue Economy Strategy	https://au.int/en/blueeconomy	Nigeria	Lagos/Apapa	ais_spoofing_manipulation	port_management_system	physical_access	state_sponsored_apt	container_ship	lng_gas	0	1	0	1	0	1	406	18,681	1	0	0	1	0	0	0	1	0	1	1	11	soc_monitoring	1	0	0	0	1	1	0	1	0	1	0	1	0	1	1	1	0	0	0	0	1	0	0	0	0	1	0	1	1	1	0	1	0	0	1	0	0	2	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	1	0	0	0	1	0	5	10	4
MARIT001001	ENISA Transport Threat Landscape 2024	https://www.enisa.europa.eu/publications	Kenya	Port Said/Suez	malware_usb_infection	fuel_management_system	usb_removable_media	state_sponsored_apt	offshore_platform	containers	1	0	0	0	0	0	566	251,085	0	0	0	1	0	0	0	0	0	0	1	433	automated_ids	0	0	1	0	1	1	1	0	0	0	1	0	0	1	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	2	0	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	0	0	1	0	0	0	0	3	10	2
MARIT002138	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	Djibouti	Port Said/Suez	port_management_system_hack	port_management_system	remote_access_exploit	state_sponsored_apt	container_ship	crude_oil_petroleum	0	1	0	1	0	0	684	83,138	1	0	1	1	0	0	0	0	0	0	1	306	crew_report	1	1	1	0	1	1	0	1	0	1	0	0	0	1	1	1	0	0	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	0	1	1	0	4	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	1	0	0	0	1	4	10	4

End of preview. Expand in Data Studio

Maritime & Port Cybersecurity — 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-maritime-port-cybersecurity")

Overview

This dataset models cyber attacks on African maritime infrastructure and port systems. Africa has 38 coastal states, 90+ major commercial ports, and strategic chokepoints (Suez Canal, Gulf of Guinea, Strait of Mozambique) that handle over $1 trillion in annual trade. The 2021 Transnet ransomware attack paralysed South Africa's major ports for weeks, exposing the continent's vulnerability to maritime cyber threats.

Africa-specific patterns captured:

South Africa (Transnet): Ransomware disrupting Durban, Cape Town, Richards Bay ports
Egypt (Suez Canal/Port Said): Strategic global chokepoint, GPS spoofing risks
Djibouti: Military base cyber tensions, strategic Horn of Africa port
Gulf of Guinea (Nigeria, Ghana, Cameroon): Piracy-cyber nexus, AIS manipulation for smuggling
East Africa (Mombasa, Dar es Salaam): Chinese-built port infrastructure, OT vulnerabilities
North Africa (Tanger Med, Algiers): Europe-Africa trade gateway attacks
Continental: Rapid port digitalisation with limited OT/ICS security, cargo manifest data breaches

Attack Types

Type	Description
`ransomware`	Ransomware targeting port/vessel IT systems
`phishing_spear_phishing`	Email attacks on maritime personnel
`ais_spoofing_manipulation`	Spoofing Automatic Identification System
`gps_spoofing`	GPS/GNSS manipulation for navigation
`scada_ot_attack`	Attacks on industrial control systems
`supply_chain_compromise`	Compromising maritime supply chain software
`data_breach_cargo_manifest`	Stealing cargo/shipping data
`ecdis_navigation_attack`	Attacking electronic chart display systems
`port_management_system_hack`	Hacking port management software
`ddos_attack`	DDoS on port digital infrastructure
`insider_threat`	Malicious insider at port/vessel
`malware_usb_infection`	USB-based malware on vessels
`vsat_satellite_comm_attack`	Attacking satellite communications

Sources

IMO Maritime Cyber Risk Management Guidelines (MSC-FAL.1/Circ.3) 2024
BIMCO Guidelines on Cyber Security Onboard Ships 2024
INTERPOL Africa Cyberthreat Assessment 2025
African Union Blue Economy Strategy — cyber threats 2024
CyberKeel — Maritime cyber attack database (Africa incidents)
ENISA Transport Threat Landscape 2024
Lloyd's List Intelligence — African port cyber incidents 2023-2025

Features

Column	Type	Description
`record_id`	str	Unique identifier
`country`	str	African coastal country (19 countries)
`port`	str	Specific African port (25 ports)
`attack_type`	str	Type of maritime cyber attack or "none"
`target_system`	str	System targeted
`attack_vector`	str	Initial access method
`threat_actor`	str	Type of threat actor
`vessel_type`	str	Type of vessel involved
`cargo_type`	str	Type of cargo at risk
`is_ot_attack`	int64	1 if OT/ICS system targeted
`is_it_attack`	int64	1 if IT system targeted
`targets_navigation`	int64	1 if navigation system targeted
`targets_port_operations`	int64	1 if port operations targeted
`port_operations_disrupted`	int64	1 if port operations disrupted
`vessel_operations_disrupted`	int64	1 if vessel ops disrupted
`cargo_delay_hours`	int64	Hours of cargo delay
`financial_loss_usd`	int64	Financial loss in USD
`data_compromised`	int64	1 if data stolen
`safety_risk_created`	int64	1 if safety risk
`environmental_risk`	int64	1 if environmental risk
`supply_chain_disrupted`	int64	1 if supply chain disrupted
`ransom_demanded`	int64	1 if ransom demanded
`ransom_amount_usd`	int64	Ransom amount in USD
`ransom_paid`	int64	1 if ransom paid
`linked_to_smuggling`	int64	1 if linked to smuggling
`linked_to_piracy`	int64	1 if linked to piracy
`ais_disabled_for_illicit`	int64	1 if AIS manipulated
`detected`	int64	1 if attack detected
`detection_time_hours`	int64	Hours until detection
`detected_by`	str	Detection source
`incident_response_activated`	int64	1 if IR activated
`reported_to_imo`	int64	1 if reported to IMO
`reported_to_national_cert`	int64	1 if reported to CERT
`business_continuity_activated`	int64	1 if BCP activated
`label`	int64	1 = attack, 0 = legitimate
`is_synthetic`	int64	1 = synthetic data

Extracted Features

Feature	Description
`ot_attack` / `it_attack` / `it_ot_convergence`	System targeting
`navigation_attack` / `port_ops_attack` / `critical_system`	Critical system flags
`any_disruption` / `major_disruption` / `cascading_impact`	Operational disruption
`significant_delay` / `severe_delay`	Cargo delay severity
`any_financial_loss` / `major_loss` / `catastrophic_loss`	Financial impact
`safety_critical` / `environmental_threat` / `supply_chain_impact`	Risk severity
`ransomware_incident` / `high_ransom` / `ransom_paid`	Ransomware metrics
`crime_nexus` / `piracy_linked` / `smuggling_linked` / `ais_manipulation`	Crime nexus
`was_detected` / `quick_detection` / `undetected`	Detection metrics
`response_score` / `regulatory_reported` / `bcp_activated`	Response effectiveness
Attack type one-hot	`type_ransomware`, `type_ais_spoof`, `type_scada`, etc.
Threat actor	`actor_criminal`, `actor_state`, `actor_piracy`, etc.
Vessel/cargo	`vessel_tanker`, `high_value_cargo`, etc.
Regional flags	`is_gulf_of_guinea`, `is_strategic_chokepoint`, etc.
`maritime_threat_score`	Composite threat severity score
`economic_impact_score`	Composite economic damage score
`maritime_resilience_score`	Composite detection/response score

Intelligence Sources

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

IMO Maritime Cyber Risk Guidelines — https://www.imo.org/en/OurWork/Security/Pages/Cyber-security.aspx
ENISA Transport Threat Landscape 2024 — https://www.enisa.europa.eu/publications
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
African Union Blue Economy Strategy — https://au.int/en/blueeconomy
Lloyds List African Port Intelligence — https://lloydslist.maritimeintelligence.informa.com/

Citation

@misc{electricsheepafrica2026maritime,
  title = {Maritime & Port Cybersecurity (Africa)},
  author = {Electric Sheep Africa},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-maritime-port-cybersecurity}}
}

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