Datasets:

electricsheepafrica
/

africa-healthcare-cyber-dataset

record_id large_string	country large_string	facility_type large_string	healthcare_system large_string	medical_device large_string	threat_vector large_string	has_firewall int64	has_ids int64	has_antivirus int64	encryption_at_rest int64	encryption_in_transit int64	has_backup int64	backup_tested int64	mfa_enabled int64	password_policy large_string	access_control large_string	is_public_facing int64	has_waf int64	has_logging int64	has_monitoring int64	has_dlp int64	is_medical_device_exposed int64	default_credentials int64	unpatched_os int64	unpatched_app int64	eol_system int64	patient_records_exposed int64	staff_count int64	connected_devices int64	has_ciso int64	security_budget_pct float64	last_audit_days int64	incident_count_12m int64	label int64	is_synthetic int64	network_defense int64	full_encryption int64	no_encryption int64	partial_encryption int64	has_valid_backup int64	backup_score int64	password_strength int64	access_control_level int64	strong_access int64	public_secure int64	exposed_public_no_waf int64	observability_score int64	device_risk int64	patching_deficit int64	is_unpatched int64	has_data_exposure int64	massive_exposure int64	exposure_per_staff float64	exposure_per_device float64	is_large_facility int64	is_small_facility int64	devices_per_staff float64	low_budget int64	audit_overdue int64	very_overdue int64	has_incidents int64	many_incidents int64	is_public_hospital int64	is_private_hospital int64	is_clinic int64	is_telemedicine int64	is_medical_lab int64	is_pharmacy int64	is_teaching_hospital int64	is_community_center int64	is_specialized int64	is_openmrs int64	is_dhis2 int64	is_ihris int64	is_mhealth int64	is_emr int64	is_telemedicine_app int64	is_pacs int64	threat_ransomware int64	threat_breach int64	threat_device_hijack int64	threat_insider int64	threat_supply_chain int64	threat_phishing int64	threat_ddos int64	threat_credential int64	threat_unpatched int64	threat_misconfig int64	is_west_africa int64	is_east_africa int64	is_southern_africa int64	is_north_africa int64	is_central_africa int64	is_anglophone int64	is_francophone int64	is_lusophone int64	security_posture_score float64	vulnerability_score float64	impact_score float64	healthcare_risk_score float64
REC001501	Algeria	Pharmacy Chain	eHealth Portal	Dialysis Machine	credential_theft	0	0	0	1	0	1	1	0	weak	none	1	0	0	0	0	0	1	1	1	0	100,692	525	13	0	1.3	685	16	1	1	0	0	0	1	1	2	0	0	0	0	1	0	1	2	1	1	1	191.79	7,745.54	1	0	0.02	1	1	1	1	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	0	1	0	0	1	0	4.5	15	15.01	13.1
REC002586	Algeria	Regional Health Center	Hospital Management System	Ventilator	ransomware	1	0	0	0	0	1	0	0	medium	role_based	0	0	0	0	0	0	0	0	0	0	83,740	308	463	0	0.93	519	9	1	1	1	0	1	0	0	1	1	1	0	0	0	0	0	0	0	1	0	271.88	180.86	0	0	1.5	1	1	1	1	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	0	0	0	0	1	0	0	1	0	2.5	6	8.84	7.44
REC002653	Zimbabwe	Teaching Hospital	iHRIS	Ultrasound	device_hijack	1	1	0	0	0	1	0	0	medium	role_based	0	0	0	0	1	1	0	1	1	1	36,533	1,146	228	0	1.36	679	14	1	1	2	0	1	0	0	1	1	1	0	0	0	1	1	3	1	1	0	31.88	160.23	1	0	0.2	1	1	1	1	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	0	0	0	0	1	0	0	1	0	0	4.5	14	9.37	10.45
REC001055	Mali	Regional Health Center	iHRIS	Dialysis Machine	device_hijack	0	1	0	0	0	0	0	0	medium	role_based	0	0	1	1	1	0	0	1	0	0	103,574	1,294	462	0	1.72	1,775	15	1	1	1	0	1	0	0	0	1	1	0	0	0	3	0	1	1	1	1	80.04	224.19	1	0	0.36	1	1	1	1	1	0	0	0	0	0	0	0	0	0	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	4	8	15.04	10.42
REC000705	Egypt	Clinic	Patient Portal	CT Scanner	device_hijack	0	0	0	0	1	1	1	0	medium	role_based	0	0	1	0	0	0	1	1	1	0	41,892	1,639	318	0	0.26	1,835	13	1	1	0	0	0	1	1	2	1	1	0	0	0	1	1	2	1	1	0	25.56	131.74	1	0	0.19	1	1	1	1	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	0	0	0	0	1	0	0	0	0	5.5	13	9.42	9.87
REC000106	Ethiopia	Pharmacy Chain	iHRIS	Infusion Pump	data_breach	0	0	1	0	0	0	0	1	weak	role_based	1	1	0	0	1	1	0	1	0	0	405,447	215	467	1	1.35	736	8	1	1	1	0	1	0	0	0	0	1	0	1	0	1	1	1	1	1	1	1,885.8	868.19	0	0	2.17	1	1	1	1	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	6	10	17.05	11.62
REC000589	Egypt	Private Hospital	DHIS2	Blood Gas Analyzer	credential_theft	1	1	0	0	0	0	0	1	weak	role_based	1	0	0	1	0	0	0	1	0	0	43,969	1,885	394	1	1.52	1,517	11	1	1	2	0	1	0	0	0	0	1	0	0	1	1	0	1	1	1	0	23.33	111.6	1	0	0.21	1	1	1	1	1	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	0	0	5	10	9.44	8.78
REC002468	Kenya	Private Hospital	mHealth Platform	Ultrasound	insider_threat	0	0	0	0	0	0	0	0	weak	role_based	0	0	1	0	1	1	1	1	1	1	120,776	6	394	0	0.03	1,774	14	1	1	0	0	1	0	0	0	0	1	0	0	0	2	2	3	1	1	1	20,129.33	306.54	0	1	65.67	1	1	1	1	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	0	0	2	20	14.21	15.28
REC002413	Tanzania	Private Hospital	Hospital Management System	Blood Gas Analyzer	insider_threat	0	1	1	0	1	1	1	0	weak	none	1	0	0	0	0	0	0	1	0	1	464,995	1,854	125	0	1.32	2,000	18	1	1	2	0	0	1	1	2	0	0	0	0	1	0	0	2	1	1	1	250.81	3,719.96	1	0	0.07	1	1	1	1	1	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	0	1	0	0	0	0	0	0	6.5	9	18.65	11.76
REC001600	Uganda	Specialized Hospital	Patient Portal	Ultrasound	credential_theft	0	1	1	0	0	0	0	0	weak	none	0	0	0	0	0	1	1	0	1	0	309,056	1,148	321	0	0.36	811	10	1	1	2	0	1	0	0	0	0	0	0	0	0	0	2	1	1	1	1	269.21	962.79	1	0	0.28	1	1	1	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	1	0	0	0	1	0	0	0	1	0	0	2	16	17.09	14.84
REC002464	Kenya	Community Health Center	DHIS2	Blood Gas Analyzer	device_hijack	0	1	0	0	0	0	0	1	medium	role_based	0	0	1	0	0	0	1	1	0	0	16,331	1,563	327	0	1.18	1,036	20	1	1	1	0	1	0	0	0	1	1	1	0	0	1	1	1	1	1	0	10.45	49.94	1	0	0.21	1	1	1	1	1	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	0	1	0	0	0	1	0	0	5	14	9.16	10.26
REC000228	Senegal	Community Health Center	OpenMRS	Infusion Pump	ddos	0	1	0	0	0	1	0	1	weak	none	0	0	1	0	1	1	0	1	1	0	339,829	1,149	370	0	1.12	919	5	1	1	1	0	1	0	0	1	0	0	0	0	0	2	1	2	1	1	1	295.76	918.46	1	0	0.32	1	1	1	1	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	1	0	4.5	12	14.4	11.66
REC000915	Uganda	Private Hospital	PACS	X-Ray Machine	supply_chain	0	1	1	0	0	0	0	1	weak	role_based	1	0	0	1	0	1	0	1	0	1	295,226	1,661	203	0	0.32	836	12	1	1	2	0	1	0	0	0	0	1	0	0	1	1	1	2	1	1	1	177.74	1,454.32	1	0	0.12	1	1	1	1	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	1	0	0	3	14	16.95	13.78
REC000794	Cote d'Ivoire	Regional Health Center	EMR System	Ultrasound	misconfiguration	0	0	0	0	1	1	0	0	weak	role_based	0	0	0	0	0	1	0	1	1	0	248,651	414	305	0	1.48	1,170	20	1	1	0	0	0	1	0	1	0	1	0	0	0	0	1	2	1	1	1	600.61	815.25	0	0	0.74	1	1	1	1	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	0	1	1	0	0	0	0	0	1	0	1.5	9	15.49	11.5
REC003021	Zambia	Telemedicine Platform	OpenMRS	Ventilator	ddos	0	1	1	1	0	0	0	0	medium	none	1	0	0	0	0	1	1	1	1	1	469,238	437	57	0	0.01	1,726	13	1	1	2	0	0	1	0	0	1	0	0	0	1	0	2	3	1	1	1	1,073.77	8,232.25	0	0	0.13	1	1	1	1	1	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	0	0	0	1	0	0	1	0	0	2	19	17.69	16.28
REC003543	Senegal	Community Health Center	Patient Portal	MRI Scanner	credential_theft	0	0	1	1	0	0	0	1	medium	role_based	0	0	1	0	0	0	0	1	0	1	15,100	1,990	73	0	1.15	1,399	7	1	1	1	0	0	1	0	0	1	1	1	0	0	1	0	2	1	1	0	7.59	206.85	1	0	0.04	1	1	1	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	1	0	0	1	0	0	0	0	0	1	0	5	7	9.15	7.46
REC001073	Senegal	Medical Lab	Telemedicine App	MRI Scanner	unpatched_system	0	1	0	1	1	1	1	0	medium	role_based	0	0	1	0	1	0	0	0	1	0	275,855	455	405	0	0.05	1,688	3	1	1	1	1	0	0	1	2	1	1	0	0	0	2	0	1	1	1	1	606.27	681.12	0	0	0.89	1	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	1	0	1	0	0	0	0	0	1	0	9.5	5	12.76	7.2
REC003351	Egypt	Teaching Hospital	Patient Portal	Patient Monitor	data_breach	0	0	0	0	0	0	0	0	weak	role_based	0	0	0	1	0	1	0	1	1	0	183,344	1,633	373	0	1.43	1,928	17	1	1	0	0	1	0	0	0	0	1	0	0	0	1	1	2	1	1	1	112.27	491.54	1	0	0.23	1	1	1	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	0	0	0	0	0	0	1	0	0	0	0	1	12	15.83	12.93
REC001744	Mozambique	Regional Health Center	Hospital Management System	Patient Monitor	device_hijack	0	0	1	0	0	0	0	0	medium	none	1	0	0	1	1	0	0	1	0	1	372,657	1,572	336	0	1.82	988	9	1	1	1	0	1	0	0	0	1	0	0	0	1	2	0	2	1	1	1	237.06	1,109.1	1	0	0.21	1	1	1	1	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	1	0	0	0	0	1	1	3	12	17.73	13.29
REC001084	Botswana	Teaching Hospital	mHealth Platform	ECG Machine	credential_theft	0	1	1	0	0	0	0	0	weak	none	0	0	1	0	1	0	0	1	1	0	89,244	1,893	57	0	0.57	676	12	1	1	2	0	1	0	0	0	0	0	0	0	0	2	0	2	1	1	0	47.14	1,565.68	1	0	0.03	1	1	1	1	1	0	0	0	0	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	1	0	0	4	10	9.89	9.16
REC000926	Nigeria	Medical Lab	Lab Information System	ECG Machine	device_hijack	0	0	1	0	1	0	0	0	weak	none	0	0	0	1	0	1	1	1	0	1	495,272	478	388	0	1.4	1,757	15	1	1	1	0	0	1	0	0	0	0	0	0	0	1	2	2	1	1	1	1,036.13	1,276.47	0	0	0.81	1	1	1	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	1	0	0	0	0	1	0	0	2	15	17.95	14.78
REC003049	Zambia	Teaching Hospital	PACS	Ultrasound	data_breach	0	0	0	0	0	1	0	0	medium	role_based	0	0	0	1	0	0	1	1	1	1	489,742	1,803	87	1	0.64	1,852	3	1	1	0	0	1	0	0	1	1	1	0	0	0	1	1	3	1	1	1	271.63	5,629.22	1	0	0.05	1	1	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	4.5	18	15.9	14.66
REC001117	Zambia	Private Hospital	PACS	Blood Gas Analyzer	ransomware	1	1	1	0	0	0	0	0	weak	none	0	0	0	0	0	1	1	0	1	1	314,118	979	467	0	1.82	1,283	6	1	1	3	0	1	0	0	0	0	0	0	0	0	0	2	2	1	1	1	320.86	672.63	1	0	0.48	1	1	1	1	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	3	18	17.14	15.46
REC000642	Mali	Medical Lab	iHRIS	Blood Gas Analyzer	ddos	0	0	1	1	0	0	0	0	weak	role_based	0	0	0	0	1	0	0	1	0	1	471,642	1,135	338	0	0.35	1,081	18	1	1	1	0	0	1	0	0	0	1	0	0	0	1	0	2	1	1	1	415.54	1,395.39	1	0	0.3	1	1	1	1	1	0	0	0	0	1	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	1	0	2	7	18.72	11.89
REC004767	South Africa	Specialized Hospital	iHRIS	Ultrasound	supply_chain	0	0	0	1	0	1	1	0	weak	role_based	0	0	1	0	0	0	1	0	1	0	189,639	1,016	108	0	0.69	1,229	9	1	1	0	0	0	1	1	2	0	1	0	0	0	1	1	1	1	1	1	186.65	1,755.92	1	0	0.11	1	1	1	1	1	0	0	0	0	0	0	0	0	1	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	5.5	11	15.9	11.66
REC000501	Egypt	Clinic	PACS	CT Scanner	ransomware	0	0	1	1	1	0	0	0	weak	role_based	1	1	0	1	0	1	1	1	1	0	44,569	1,820	199	0	0.35	1,778	10	1	1	1	1	0	0	0	0	0	1	0	1	0	1	2	2	1	1	0	24.49	223.96	1	0	0.11	1	1	1	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	6	15	9.45	10.58
REC004066	Senegal	Community Health Center	Hospital Management System	Ultrasound	misconfiguration	0	0	1	0	1	0	0	0	weak	role_based	0	0	1	0	0	1	0	0	1	0	24,408	495	41	0	1.69	1,217	6	1	1	1	0	0	1	0	0	0	1	0	0	0	1	1	1	1	1	0	49.31	595.32	0	0	0.08	1	1	1	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	1	1	0	0	0	0	0	1	0	2	7	8.24	7.7
REC000333	Cote d'Ivoire	Medical Lab	eHealth Portal	Dialysis Machine	unpatched_system	0	0	0	0	1	0	0	0	weak	none	0	0	0	0	0	0	1	1	1	1	423,806	1,795	15	0	1.35	1,996	5	1	1	0	0	0	1	0	0	0	0	0	0	0	0	1	3	1	1	1	236.1	28,253.73	1	0	0.01	1	1	1	1	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	1	0	0	0	0	0	1	0	0	15	15.24	14.1
REC004684	Morocco	Community Health Center	eHealth Portal	Defibrillator	ransomware	0	1	0	0	1	0	0	0	weak	role_based	0	0	0	0	0	0	0	1	0	0	295,592	1,467	45	0	1.24	1,674	20	1	1	1	0	0	1	0	0	0	1	0	0	0	0	0	1	1	1	1	201.49	6,568.71	1	0	0.03	1	1	1	1	1	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	0	0	0	0	1	0	0	1	0	1	5	16.96	10.58
REC000486	Tunisia	Public Hospital	Patient Portal	Ventilator	data_breach	0	0	0	0	0	0	0	0	weak	role_based	0	0	0	0	1	0	1	0	1	0	457,230	1,404	477	0	1.2	1,675	6	1	1	0	0	1	0	0	0	0	1	0	0	0	1	1	1	1	1	1	325.66	958.55	1	0	0.34	1	1	1	1	1	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	0	0	0	1	0	0	1	0	1	14	18.57	14.83
REC001962	Ghana	Regional Health Center	Telemedicine App	ECG Machine	ddos	0	0	1	0	1	0	0	0	weak	role_based	0	0	0	0	0	1	1	1	1	1	320,445	1,963	231	0	1.32	1,298	16	1	1	1	0	0	1	0	0	0	1	0	0	0	0	2	3	1	1	1	163.24	1,387.21	1	0	0.12	1	1	1	1	1	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	1	0	0	0	0	1	0	0	1	17	17.2	15.48
REC000393	Morocco	Private Hospital	Patient Portal	CT Scanner	credential_theft	1	0	0	0	0	0	0	0	medium	none	0	0	0	0	0	0	1	1	1	0	484,206	361	174	0	1.4	1,273	5	1	1	1	0	1	0	0	0	1	0	0	0	0	0	1	2	1	1	1	1,341.29	2,782.79	0	0	0.48	1	1	1	1	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	0	0	0	1	0	0	1	0	1	16	14.84	14.14
REC004842	Egypt	Teaching Hospital	EMR System	Patient Monitor	insider_threat	1	0	1	1	0	0	0	0	weak	none	0	0	0	0	0	1	0	1	1	0	158,370	1,583	250	0	1.24	676	6	1	1	2	0	0	1	0	0	0	0	0	0	0	0	1	2	1	1	1	100.04	633.48	1	0	0.16	1	1	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	2	9	15.58	11.43
REC004866	Botswana	Private Hospital	iHRIS	Ventilator	credential_theft	0	0	1	1	1	0	0	0	weak	role_based	0	0	0	0	1	0	1	0	1	1	400,322	643	443	1	0.58	790	7	1	1	1	1	0	0	0	0	0	1	0	0	0	1	1	2	1	1	1	622.58	903.66	1	0	0.69	1	1	1	1	1	0	1	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	6	13	18	13.2
REC001755	Mali	Regional Health Center	PACS	Dialysis Machine	device_hijack	0	1	0	0	0	0	0	1	weak	role_based	0	0	1	1	1	1	0	1	0	1	441,504	912	57	0	1.04	1,668	12	1	1	1	0	1	0	0	0	0	1	0	0	0	3	1	2	1	1	1	484.11	7,745.68	1	0	0.06	1	1	1	1	1	0	0	0	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	1	0	4	12	18.42	13.37
REC002515	Rwanda	Pharmacy Chain	Telemedicine App	Ultrasound	ransomware	0	0	0	0	0	0	0	0	weak	role_based	0	0	0	0	1	0	1	1	0	1	114,798	228	417	0	0.95	1,017	19	1	1	0	0	1	0	0	0	0	1	0	0	0	1	1	2	1	1	1	503.5	275.29	0	0	1.83	1	1	1	1	1	0	0	0	0	0	1	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	1	0	0	1	16	14.15	13.86
REC003585	Ghana	Regional Health Center	OpenMRS	Defibrillator	misconfiguration	0	1	1	0	1	0	0	0	weak	role_based	0	0	0	0	0	1	1	1	1	0	149,875	248	248	0	0.02	1,516	3	1	1	2	0	0	1	0	0	0	1	0	0	0	0	2	2	1	1	1	604.33	604.33	0	0	1	1	1	1	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	0	1	0	0	2	15	11.5	12.2
REC004315	Zambia	Regional Health Center	EMR System	ECG Machine	ransomware	0	0	1	1	0	0	0	1	weak	role_based	1	0	1	0	1	0	1	1	0	1	132,628	1,828	144	0	0.47	1,358	13	1	1	1	0	0	1	0	0	0	1	0	0	1	2	1	2	1	1	1	72.55	921.03	1	0	0.08	1	1	1	1	1	0	0	0	0	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	0	1	0	0	3	15	15.33	13.53
REC004966	Ghana	Community Health Center	Telemedicine App	Infusion Pump	unpatched_system	0	0	0	0	0	0	0	0	weak	role_based	0	0	0	0	1	1	0	1	0	0	402,733	1,794	195	0	1.24	1,221	7	1	1	0	0	1	0	0	0	0	1	0	0	0	1	1	1	1	1	1	224.49	2,065.3	1	0	0.11	1	1	1	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	1	0	0	1	10	18.03	13.01
REC002099	Tanzania	Private Hospital	mHealth Platform	Ultrasound	insider_threat	0	0	1	0	0	1	0	1	medium	role_based	1	1	1	0	0	0	1	1	0	1	275,347	84	328	1	0.29	1,568	8	1	1	1	0	1	0	0	1	1	1	1	1	0	1	1	2	1	1	1	3,277.94	839.47	0	0	3.9	1	1	1	1	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	10.5	16	15.75	12.6
REC003599	Nigeria	Public Hospital	eHealth Portal	ECG Machine	ddos	0	1	0	0	1	1	0	1	weak	role_based	0	0	0	0	0	1	0	1	0	1	290,877	1,735	74	0	0.46	1,622	12	1	1	1	0	0	1	0	1	0	1	0	0	0	0	1	2	1	1	1	167.65	3,930.77	1	0	0.04	1	1	1	1	1	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	0	1	0	0	0	0	1	0	0	2.5	9	16.91	11.86
REC004121	Uganda	Private Hospital	Hospital Management System	CT Scanner	unpatched_system	0	0	0	0	0	1	0	1	weak	role_based	0	0	0	0	0	1	0	1	1	0	409,706	856	339	0	1.24	899	15	1	1	0	0	1	0	0	1	0	1	0	0	0	0	1	2	1	1	1	478.63	1,208.57	1	0	0.4	1	1	1	1	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	1	0	0	1	0	0	0	1	0	0	1.5	12	18.1	13.74
REC000029	Cameroon	Private Hospital	PACS	Ventilator	ddos	0	0	0	0	0	0	0	0	weak	role_based	1	0	1	0	0	1	0	0	1	1	432,499	7	346	1	0.92	611	7	1	1	0	0	1	0	0	0	0	1	0	0	1	1	1	2	1	1	1	61,785.57	1,250	0	1	49.43	1	1	1	1	1	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	0	0	0	0	1	1	0	0	3	14	17.32	13.93
REC000065	Egypt	Public Hospital	eHealth Portal	Dialysis Machine	misconfiguration	1	0	0	0	0	0	0	0	medium	role_based	1	0	1	0	0	1	1	1	0	0	305,840	727	34	0	0.56	1,723	16	1	1	1	0	1	0	0	0	1	1	0	0	1	1	2	1	1	1	1	420.69	8,995.29	1	0	0.05	1	1	1	1	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	0	1	0	0	0	1	0	0	0	0	2	18	17.06	15.62
REC000838	Ethiopia	Public Hospital	iHRIS	Ventilator	misconfiguration	0	1	0	1	0	0	0	0	weak	role_based	0	0	0	0	0	1	1	1	1	1	44	1,601	148	0	0.86	1,409	18	1	1	1	0	0	1	0	0	0	1	0	0	0	0	2	3	1	1	0	0.03	0.3	1	0	0.09	1	1	1	1	1	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	1	0	0	0	0	0	0	1	17	9	12.2
REC003906	Botswana	Telemedicine Platform	iHRIS	ECG Machine	ddos	0	1	1	0	0	1	0	0	medium	role_based	0	0	0	0	0	0	1	0	1	0	391,594	543	460	0	1.37	1,003	13	1	1	2	0	1	0	0	1	1	1	0	0	0	0	1	1	1	1	1	721.17	851.29	1	0	0.85	1	1	1	1	1	0	0	0	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	1	0	0	1	0	0	3.5	14	17.92	14.07
REC003773	Mozambique	Medical Lab	Lab Information System	Infusion Pump	phishing	1	0	0	1	0	0	0	0	weak	role_based	1	0	0	0	0	1	0	1	1	1	130,378	1,556	36	0	1.34	697	14	1	1	1	0	0	1	0	0	0	1	0	0	1	0	1	3	1	1	1	83.79	3,621.61	1	0	0.02	1	1	1	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	1	0	0	0	0	1	1	1	13	15.3	13.12
REC004635	Tunisia	Teaching Hospital	PACS	Infusion Pump	unpatched_system	0	0	0	0	0	0	0	0	weak	role_based	0	0	0	0	0	0	1	0	0	0	226,026	1,349	63	0	1.96	1,826	16	1	1	0	0	1	0	0	0	0	1	0	0	0	0	1	0	0	1	1	167.55	3,587.71	1	0	0.05	1	1	1	1	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	0	0	0	1	0	0	1	0	0	12	16.26	13.3
REC003161	Mozambique	Clinic	PACS	CT Scanner	data_breach	0	1	0	1	0	1	1	1	weak	role_based	0	0	1	0	1	1	0	1	1	1	441,856	1,526	163	1	1.09	1,990	1	1	1	1	0	0	1	1	2	0	1	0	0	0	2	1	3	1	1	1	289.55	2,710.77	1	0	0.11	1	1	1	1	0	0	0	1	0	0	0	0	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	1	1	9.5	11	15.42	10.67
REC002659	South Africa	Telemedicine Platform	Patient Portal	Ultrasound	ddos	0	0	1	0	0	0	0	1	weak	role_based	1	0	0	0	0	1	0	1	0	1	70,006	575	149	0	0.69	915	20	1	1	1	0	1	0	0	0	0	1	0	0	1	0	1	2	1	1	0	121.75	469.84	1	0	0.26	1	1	1	1	1	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	1	0	0	1	0	0	1	14	9.7	11.28
REC004615	Zimbabwe	Telemedicine Platform	mHealth Platform	CT Scanner	data_breach	0	0	0	0	0	1	0	0	weak	role_based	0	0	0	0	0	0	1	1	1	0	287,954	1,098	312	1	1.94	507	9	1	1	0	0	1	0	0	1	0	1	0	0	0	0	1	2	1	1	1	262.25	922.93	1	0	0.28	1	1	1	1	1	0	0	0	1	0	0	0	0	0	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	3.5	16	16.88	14.45
REC004628	Zimbabwe	Community Health Center	PACS	Blood Gas Analyzer	data_breach	1	0	1	0	0	1	0	0	weak	role_based	1	0	0	0	0	1	1	1	1	1	337,975	280	468	0	0.4	808	13	1	1	2	0	1	0	0	1	0	1	0	0	1	0	2	3	1	1	1	1,207.05	722.17	0	0	1.67	1	1	1	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	3.5	22	16.38	16.65
REC002451	Tanzania	Community Health Center	Patient Portal	Dialysis Machine	phishing	0	0	1	0	0	0	0	0	medium	role_based	1	1	1	0	0	1	1	1	1	0	499,743	1,255	409	0	0.62	1,595	16	1	1	1	0	1	0	0	0	1	1	0	1	0	1	2	2	1	1	1	398.2	1,221.87	1	0	0.33	1	1	1	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	1	0	0	0	0	0	0	4	18	19	16
REC002846	Cote d'Ivoire	Specialized Hospital	eHealth Portal	Dialysis Machine	ddos	1	0	1	0	0	0	0	0	medium	role_based	0	0	0	0	0	0	0	1	1	0	332,298	658	350	0	1.89	1,246	3	1	1	2	0	1	0	0	0	1	1	0	0	0	0	0	2	1	1	1	505.01	949.42	1	0	0.53	1	1	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	1	0	0	0	1	0	0	0	0	0	1	0	2	10	14.32	11.33
REC001144	Kenya	Pharmacy Chain	Lab Information System	Ventilator	misconfiguration	1	1	1	1	0	0	0	0	weak	role_based	1	1	0	0	0	1	0	0	1	0	295,250	1,459	333	0	0.89	1,115	17	1	1	3	0	0	1	0	0	0	1	0	1	0	0	1	1	1	1	1	202.36	886.64	1	0	0.23	1	1	1	1	1	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	1	0	0	0	1	0	0	5	7	16.95	10.58
REC003078	Algeria	Telemedicine Platform	OpenMRS	Ventilator	unpatched_system	0	0	0	1	0	0	0	0	weak	role_based	0	0	0	1	0	0	1	1	0	0	223,002	1,904	23	0	1.92	1,462	17	1	1	0	0	0	1	0	0	0	1	0	0	0	1	1	1	1	1	1	117.12	9,695.74	1	0	0.01	1	1	1	1	1	0	0	0	1	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	1	11	16.23	12.69
REC001103	Egypt	Telemedicine Platform	DHIS2	Ventilator	device_hijack	0	0	0	0	0	0	0	1	weak	role_based	1	1	0	1	1	1	0	1	1	0	366,706	1,747	375	0	0.99	1,328	6	1	1	0	0	1	0	0	0	0	1	0	1	0	2	1	2	1	1	1	209.91	977.88	1	0	0.21	1	1	1	1	1	0	0	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	1	0	0	0	0	4	12	17.67	13.07
REC000168	Ethiopia	Medical Lab	Hospital Management System	Ventilator	unpatched_system	1	1	1	0	1	1	0	0	weak	role_based	0	0	1	1	0	0	0	1	0	0	166,135	1,342	159	0	1.21	1,309	9	1	1	3	0	0	1	0	1	0	1	0	0	0	2	0	1	1	1	1	123.8	1,044.87	1	0	0.12	1	1	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	0	0	1	0	0	1	0	0	0	0	0	0	6.5	5	15.66	8.96
REC001670	Tunisia	Telemedicine Platform	DHIS2	ECG Machine	insider_threat	0	1	0	0	1	0	0	1	weak	role_based	0	0	0	0	0	0	1	1	0	1	459,422	778	374	0	0.42	577	18	1	1	1	0	0	1	0	0	0	1	0	0	0	0	1	2	1	1	1	590.52	1,228.4	1	0	0.48	1	1	1	1	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	0	0	0	0	0	1	0	0	1	0	1	13	18.59	14.44
REC002570	South Africa	Teaching Hospital	mHealth Platform	Infusion Pump	insider_threat	0	1	0	0	1	1	0	0	medium	role_based	1	0	1	0	0	1	1	1	0	0	495,642	1,359	331	0	0.08	1,979	12	1	1	1	0	0	1	0	1	1	1	0	0	1	1	2	1	1	1	1	364.71	1,497.41	1	0	0.24	1	1	1	1	1	0	0	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	3.5	15	18.96	14.88
REC002377	Morocco	Clinic	DHIS2	MRI Scanner	phishing	1	1	1	0	0	0	0	0	weak	none	1	1	0	0	1	1	1	0	1	1	126,644	49	350	0	1.19	1,842	4	1	1	3	0	1	0	0	0	0	0	0	1	0	1	2	2	1	1	1	2,584.57	361.84	0	1	7.14	1	1	1	1	0	0	0	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	1	0	0	1	0	6	18	11.27	12.51
REC004395	Uganda	Community Health Center	EMR System	Infusion Pump	device_hijack	0	0	0	0	0	0	0	0	weak	role_based	0	0	0	0	0	0	0	1	1	0	418,845	202	109	0	1.04	1,045	6	1	1	0	0	1	0	0	0	0	1	0	0	0	0	0	2	1	1	1	2,073.49	3,842.61	0	0	0.54	1	1	1	1	1	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	1	0	0	0	1	0	0	0	10	17.19	12.88
REC004257	Morocco	Regional Health Center	DHIS2	Defibrillator	phishing	1	1	0	0	0	1	1	0	weak	role_based	0	0	0	1	1	0	1	0	1	0	481,418	1,271	202	0	0.85	1,142	2	1	1	2	0	1	0	1	2	0	1	0	0	0	2	1	1	1	1	1	378.77	2,383.26	1	0	0.16	1	1	1	1	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	0	0	0	1	0	0	1	0	8.5	14	15.81	12.22
REC003862	Tanzania	Clinic	DHIS2	Patient Monitor	data_breach	0	0	1	0	0	1	1	1	medium	role_based	1	1	0	1	0	1	1	1	1	1	183,927	1,246	138	0	1.77	1,492	6	1	1	1	0	1	0	1	2	1	1	1	1	0	1	2	3	1	1	1	147.61	1,332.8	1	0	0.11	1	1	1	1	1	0	0	1	0	0	0	0	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	0	11.5	20	15.84	14.04
REC000023	Nigeria	Community Health Center	mHealth Platform	CT Scanner	insider_threat	1	0	0	1	1	0	0	0	weak	role_based	0	0	1	0	0	1	0	1	1	1	180,227	876	391	1	0.66	1,939	15	1	1	1	1	0	0	0	0	0	1	0	0	0	1	1	3	1	1	1	205.74	460.94	1	0	0.45	1	1	1	1	1	0	0	0	0	0	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	6	11	15.8	11.52
REC002633	Senegal	Teaching Hospital	eHealth Portal	Defibrillator	phishing	0	0	0	1	0	1	0	0	weak	role_based	1	0	0	0	1	0	1	1	1	1	390,792	904	402	0	0.86	1,755	5	1	1	0	0	0	1	0	1	0	1	0	0	1	1	1	3	1	1	1	432.29	972.12	1	0	0.44	1	1	1	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	0	0	1	0	0	0	0	0	1	0	2.5	17	14.91	14.26
REC003340	Cameroon	Telemedicine Platform	Lab Information System	Ultrasound	unpatched_system	0	0	1	0	0	0	0	0	weak	role_based	0	0	0	0	0	0	0	0	1	0	141,985	1,299	160	0	1.69	765	3	1	1	1	0	1	0	0	0	0	1	0	0	0	0	0	1	1	1	1	109.3	887.41	1	0	0.12	1	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	0	0	0	1	0	0	0	0	0	1	1	0	0	1	8	12.42	9.97
REC002215	Mali	Private Hospital	mHealth Platform	X-Ray Machine	phishing	0	0	0	0	0	1	0	0	weak	role_based	0	0	1	0	0	0	0	0	0	0	390,287	1,725	400	0	0.6	1,056	10	1	1	0	0	1	0	0	1	0	1	0	0	0	1	0	0	0	1	1	226.25	975.72	1	0	0.23	1	1	1	1	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	1	0	2.5	6	17.9	11.06
REC003682	Senegal	Teaching Hospital	iHRIS	CT Scanner	credential_theft	0	0	0	1	1	1	1	0	weak	role_based	0	0	0	0	0	1	0	0	1	0	80,614	774	182	1	1.11	1,471	14	1	1	0	1	0	0	1	2	0	1	0	0	0	0	1	1	1	1	0	104.15	442.93	1	0	0.24	1	1	1	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	0	0	1	0	0	0	0	0	1	0	8.5	7	9.81	7.02
REC004724	Uganda	Telemedicine Platform	iHRIS	Dialysis Machine	data_breach	0	1	0	1	0	0	0	0	weak	role_based	1	0	0	0	1	0	1	0	1	0	452,460	1,045	202	1	0.96	612	5	1	1	1	0	0	1	0	0	0	1	0	0	1	1	1	1	1	1	1	432.98	2,239.9	1	0	0.19	1	1	1	1	0	0	0	0	1	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	0	0	1	0	0	4	13	15.52	12.61
REC001907	Uganda	Specialized Hospital	mHealth Platform	X-Ray Machine	ransomware	0	1	0	0	1	1	1	1	medium	none	0	0	1	0	0	1	1	1	1	0	253,813	1,449	365	0	1.77	939	1	1	1	1	0	0	1	1	2	1	0	0	0	0	1	2	2	1	1	1	175.16	695.38	1	0	0.25	1	1	1	1	0	0	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	0	1	0	0	0	1	0	0	6.5	15	13.54	12.12
REC000084	Egypt	Community Health Center	iHRIS	Patient Monitor	insider_threat	0	0	1	1	0	0	0	0	medium	role_based	0	0	0	0	0	0	1	1	1	1	249,563	119	336	0	1.41	669	16	1	1	1	0	0	1	0	0	1	1	0	0	0	0	1	3	1	1	1	2,097.17	742.75	0	0	2.82	1	1	1	1	1	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	15	15.5	14
REC000227	Tunisia	Public Hospital	Lab Information System	Patient Monitor	device_hijack	0	0	0	0	0	0	0	0	weak	role_based	1	1	0	1	1	0	1	1	0	0	328,629	955	370	0	1.72	644	13	1	1	0	0	1	0	0	0	0	1	0	1	0	2	1	1	1	1	1	344.11	888.19	1	0	0.39	1	1	1	1	1	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	0	0	0	0	1	0	0	1	0	4	14	17.29	13.72
REC000296	Cote d'Ivoire	Specialized Hospital	Lab Information System	CT Scanner	data_breach	0	0	0	0	1	1	0	0	medium	role_based	0	0	0	0	0	1	0	0	1	0	446,432	1,045	309	0	0.42	666	16	1	1	0	0	0	1	0	1	1	1	0	0	0	0	1	1	1	1	1	427.21	1,444.76	1	0	0.3	1	1	1	1	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	0	0	0	0	1	0	1.5	7	18.46	11.88
REC001001	Cameroon	Medical Lab	PACS	Patient Monitor	insider_threat	0	0	1	0	0	0	0	0	weak	role_based	0	0	0	0	0	1	0	1	0	0	487,599	1,842	392	0	1.83	962	17	1	1	1	0	1	0	0	0	0	1	0	0	0	0	1	1	1	1	1	264.71	1,243.88	1	0	0.21	1	1	1	1	1	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	0	0	0	0	1	1	0	0	1	10	18.88	13.35
REC002138	Zimbabwe	Regional Health Center	iHRIS	ECG Machine	supply_chain	0	0	1	0	0	1	0	0	medium	role_based	1	1	0	0	0	0	0	0	1	1	412,739	261	386	0	1.21	1,109	15	1	1	1	0	1	0	0	1	1	1	0	1	0	0	0	2	1	1	1	1,581.38	1,069.27	0	0	1.48	1	1	1	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	0	0	0	0	1	0	0	1	0	0	4.5	10	17.13	11.95
REC000711	Mozambique	Telemedicine Platform	eHealth Portal	Infusion Pump	misconfiguration	1	0	0	0	1	0	0	0	weak	role_based	0	0	0	0	1	0	1	1	0	1	350,752	1,679	282	1	1.17	1,052	4	1	1	1	0	0	1	0	0	0	1	0	0	0	1	1	2	1	1	1	208.91	1,243.8	1	0	0.17	1	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	0	0	0	0	1	0	1	0	0	0	0	1	1	4	13	14.51	12.2
REC002801	Algeria	Telemedicine Platform	Hospital Management System	CT Scanner	insider_threat	1	0	0	0	1	1	0	0	weak	none	1	0	1	1	0	1	0	1	1	0	355,703	1,268	99	1	1.18	1,884	5	1	1	1	0	0	1	0	1	0	0	0	0	1	2	1	2	1	1	1	280.52	3,592.96	1	0	0.08	1	1	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	0	0	1	0	0	1	0	6.5	11	14.56	10.92
REC002527	Tanzania	Private Hospital	Telemedicine App	CT Scanner	device_hijack	0	0	1	0	0	0	0	0	weak	role_based	0	0	0	1	1	1	1	0	0	1	294,460	1,834	177	0	0.82	588	20	1	1	1	0	1	0	0	0	0	1	0	0	0	2	2	1	1	1	1	160.56	1,663.62	1	0	0.1	1	1	1	1	1	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	0	1	0	0	0	0	0	0	3	16	16.94	14.58
REC003752	Ethiopia	Private Hospital	PACS	ECG Machine	ransomware	0	0	1	1	1	1	0	1	medium	role_based	1	1	0	0	0	0	1	1	1	0	282,459	661	237	0	1.91	1,989	9	1	1	1	1	0	0	0	1	1	1	1	1	0	0	1	2	1	1	1	427.32	1,191.81	1	0	0.36	1	1	1	1	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	9.5	13	16.82	12.03
REC003321	Ethiopia	Specialized Hospital	Hospital Management System	Ultrasound	unpatched_system	1	1	1	0	0	1	0	0	medium	role_based	0	0	0	0	0	0	0	1	0	0	403,989	1,829	241	0	1.81	856	14	1	1	3	0	1	0	0	1	1	1	0	0	0	0	0	1	1	1	1	220.88	1,676.3	1	0	0.13	1	1	1	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	1	0	0	1	0	0	0	0	0	0	4.5	8	18.04	11.52
REC003181	Tanzania	Community Health Center	DHIS2	ECG Machine	insider_threat	0	0	1	1	0	1	0	0	weak	role_based	0	0	1	1	0	0	0	0	1	0	356,306	879	430	1	1	1,424	19	1	1	1	0	0	1	0	1	0	1	0	0	0	2	0	1	1	1	1	405.35	828.62	1	0	0.49	1	1	1	1	1	0	0	0	0	0	0	0	1	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	6.5	5	17.56	9.72
REC004183	Ethiopia	Regional Health Center	Hospital Management System	Ultrasound	credential_theft	0	0	0	0	1	1	0	0	weak	role_based	0	0	0	0	0	0	1	1	0	1	29,026	1,811	67	1	1.86	1,004	8	1	1	0	0	0	1	0	1	0	1	0	0	0	0	1	2	1	1	0	16.03	433.22	1	0	0.04	1	1	1	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	0	0	0	1	0	0	0	0	0	0	3.5	13	9.29	10.22
REC001615	Ghana	Telemedicine Platform	EMR System	ECG Machine	ransomware	0	0	1	0	0	0	0	1	weak	role_based	0	0	0	0	1	1	1	0	0	1	18,798	1,921	248	0	0.29	1,505	6	1	1	1	0	1	0	0	0	0	1	0	0	0	1	2	1	1	1	0	9.79	75.8	1	0	0.13	1	1	1	1	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	1	0	0	0	0	1	0	0	2	16	9.19	11.68
REC003024	Morocco	Specialized Hospital	eHealth Portal	Ventilator	insider_threat	0	0	0	0	0	0	0	0	weak	role_based	0	0	0	0	0	1	0	1	1	1	390,694	1,466	153	0	0.34	1,004	9	1	1	0	0	1	0	0	0	0	1	0	0	0	0	1	3	1	1	1	266.5	2,553.56	1	0	0.1	1	1	1	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	1	0	0	14	17.91	14.76
REC001413	Senegal	Public Hospital	Hospital Management System	MRI Scanner	credential_theft	0	1	0	0	0	0	0	1	weak	role_based	0	0	0	0	0	0	1	0	1	0	314,758	818	426	0	1.58	990	18	1	1	1	0	1	0	0	0	0	1	0	0	0	0	1	1	1	1	1	384.79	738.87	1	0	0.52	1	1	1	1	1	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	1	0	0	0	0	0	1	0	1	14	17.15	14.26
REC000763	South Africa	Specialized Hospital	Hospital Management System	Patient Monitor	ddos	1	1	0	0	0	0	0	0	weak	none	0	0	1	1	0	0	0	0	1	0	71,597	688	499	1	1.93	553	15	1	1	2	0	1	0	0	0	0	0	0	0	0	2	0	1	1	1	0	104.07	143.48	1	0	0.73	1	1	1	1	1	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	0	0	0	1	0	0	1	0	0	6	8	9.72	7.89
REC000655	Uganda	Public Hospital	OpenMRS	ECG Machine	ddos	0	0	1	0	1	0	0	0	weak	none	0	0	0	0	0	1	0	1	1	1	357,654	1,930	327	0	0.9	1,315	7	1	1	1	0	0	1	0	0	0	0	0	0	0	0	1	3	1	1	1	185.31	1,093.74	1	0	0.17	1	1	1	1	1	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	1	0	0	0	1	0	0	1	11	17.58	13.23
REC004797	Kenya	Teaching Hospital	iHRIS	Ventilator	credential_theft	0	1	0	1	0	1	1	0	weak	role_based	0	0	0	0	0	1	0	1	1	1	120,865	1,939	214	1	0.47	1,463	5	1	1	1	0	0	1	1	2	0	1	0	0	0	0	1	3	1	1	1	62.33	564.79	1	0	0.11	1	1	1	1	0	0	0	0	0	0	0	1	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	0	0	7.5	11	12.21	9.78

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Healthcare 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 synthetically generated (is_synthetic=1).

Usage

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

Features

Column	Type
`record_id`	str
`country`	str
`facility_type`	str
`healthcare_system`	str
`medical_device`	str
`threat_vector`	str
`has_firewall`	int64
`has_ids`	int64
`has_antivirus`	int64
`encryption_at_rest`	int64
`encryption_in_transit`	int64
`has_backup`	int64
`backup_tested`	int64
`mfa_enabled`	int64
`password_policy`	str
`access_control`	str
`is_public_facing`	int64
`has_waf`	int64
`has_logging`	int64
`has_monitoring`	int64
`has_dlp`	int64
`is_medical_device_exposed`	int64
`default_credentials`	int64
`unpatched_os`	int64
`unpatched_app`	int64
`eol_system`	int64
`patient_records_exposed`	int64
`staff_count`	int64
`connected_devices`	int64
`has_ciso`	int64
`security_budget_pct`	float64
`last_audit_days`	int64
`incident_count_12m`	int64
`label`	int64
`is_synthetic`	int64
`network_defense`	int64
`full_encryption`	int64
`no_encryption`	int64
`partial_encryption`	int64
`has_valid_backup`	int64
`backup_score`	int64
`password_strength`	int64
`access_control_level`	int64
`strong_access`	int64
`public_secure`	int64
`exposed_public_no_waf`	int64
`observability_score`	int64
`device_risk`	int64
`patching_deficit`	int64
`is_unpatched`	int64
`has_data_exposure`	int64
`massive_exposure`	int64
`exposure_per_staff`	float64
`exposure_per_device`	float64
`is_large_facility`	int64
`is_small_facility`	int64
`devices_per_staff`	float64
`low_budget`	int64
`audit_overdue`	int64
`very_overdue`	int64
`has_incidents`	int64
`many_incidents`	int64
`is_public_hospital`	int64
`is_private_hospital`	int64
`is_clinic`	int64
`is_telemedicine`	int64
`is_medical_lab`	int64
`is_pharmacy`	int64
`is_teaching_hospital`	int64
`is_community_center`	int64
`is_specialized`	int64
`is_openmrs`	int64
`is_dhis2`	int64
`is_ihris`	int64
`is_mhealth`	int64
`is_emr`	int64
`is_telemedicine_app`	int64
`is_pacs`	int64
`threat_ransomware`	int64
`threat_breach`	int64
`threat_device_hijack`	int64
`threat_insider`	int64
`threat_supply_chain`	int64
`threat_phishing`	int64
`threat_ddos`	int64
`threat_credential`	int64
`threat_unpatched`	int64
`threat_misconfig`	int64
`threat_none`	int64
`is_west_africa`	int64
`is_east_africa`	int64
`is_southern_africa`	int64
`is_north_africa`	int64
`is_central_africa`	int64
`is_anglophone`	int64
`is_francophone`	int64
`is_lusophone`	int64
`security_posture_score`	float64
`vulnerability_score`	float64
`impact_score`	float64
`healthcare_risk_score`	float64

Citation

@misc{electricsheepafrica2026africahealthcarecyberdataset,
  title = {Healthcare Cybersecurity (Africa)},
  author = {Electric Sheep Africa},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-healthcare-cyber-dataset}}
}

License: MIT

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Collection including electricsheepafrica/africa-healthcare-cyber-dataset

Africa · Cyber Threat Intelligence

Collection

A curated collection of machine-learning ready datasets for cybersecurity threat detection, intelligence, and research. • 42 items • Updated about 6 hours ago