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record_id
large_string
intelligence_source
large_string
intelligence_source_url
large_string
country
large_string
attack_type
large_string
government_system
large_string
government_level
large_string
threat_actor
large_string
data_type_exposed
large_string
citizens_affected
int64
records_exposed
int64
data_size_gb
float64
system_had_encryption
int64
system_had_mfa
int64
system_had_waf
int64
system_had_patching_policy
int64
system_had_backup
int64
system_had_incident_response
int64
system_had_security_audit
int64
system_outsourced_to_vendor
int64
ciso_role_exists
int64
data_protection_compliance
int64
exploited_known_vulnerability
int64
social_engineering_used
int64
insider_involvement
int64
lateral_movement
int64
privilege_escalation
int64
data_encrypted_by_attacker
int64
data_posted_publicly
int64
data_sold_dark_web
int64
politically_motivated
int64
service_downtime_hours
int64
financial_loss_usd
int64
citizen_services_disrupted
int64
election_process_affected
int64
national_security_risk
int64
identity_theft_risk
int64
public_trust_damaged
int64
international_embarrassment
int64
ransom_demanded_usd
int64
ransom_paid
int64
detected
int64
time_to_detect_days
int64
detected_by
large_string
incident_response_activated
int64
external_forensics_hired
int64
law_enforcement_involved
int64
data_protection_authority_notified
int64
citizens_notified
int64
public_statement_issued
int64
system_restored
int64
recovery_time_days
int64
label
int64
is_synthetic
int64
security_posture_score
int64
poor_security_posture
int64
minimal_security
int64
strong_security
int64
has_encryption
int64
has_mfa
int64
has_waf
int64
has_patching
int64
has_backup
int64
has_ir_plan
int64
has_ciso
int64
dpa_compliant
int64
outsourced_system
int64
no_basic_controls
int64
attack_sophistication
int64
exploited_known_vuln
int64
social_engineering
int64
insider_threat
int64
advanced_intrusion
int64
data_weaponised
int64
double_exploitation
int64
politically_motivated.1
int64
log_citizens_affected
float64
log_records_exposed
float64
small_breach
int64
medium_breach
int64
large_breach
int64
mega_breach
int64
massive_data_dump
int64
any_downtime
int64
extended_downtime
int64
severe_downtime
int64
any_financial_loss
int64
major_loss
int64
catastrophic_loss
int64
services_disrupted
int64
election_affected
int64
national_security
int64
identity_theft_risk.1
int64
trust_damaged
int64
international_incident
int64
impact_severity_score
int64
is_ransomware
int64
ransom_paid.1
int64
high_ransom
int64
was_detected
int64
quick_detection
int64
slow_detection
int64
very_slow_detection
int64
undetected
int64
ir_activated
int64
external_forensics
int64
law_enforcement
int64
dpa_notified
int64
citizens_notified.1
int64
transparent_response
int64
opaque_response
int64
system_restored.1
int64
quick_recovery
int64
slow_recovery
int64
response_maturity_score
int64
detected_internal
int64
detected_external
int64
detected_media
int64
detected_citizen
int64
detected_automated
int64
type_data_breach
int64
type_ransomware
int64
type_defacement
int64
type_ddos
int64
type_sqli
int64
type_credential_stuffing
int64
type_insider_leak
int64
type_phishing
int64
type_api_exploit
int64
type_misconfig
int64
type_supply_chain
int64
type_zero_day
int64
type_legit
int64
system_national_id
int64
system_voter
int64
system_tax
int64
system_health
int64
system_police
int64
system_election
int64
system_critical
int64
level_national
int64
level_state
int64
level_local
int64
data_citizen_pii
int64
data_biometric
int64
data_voter
int64
data_classified
int64
data_financial
int64
data_health
int64
data_highly_sensitive
int64
actor_criminal
int64
actor_nation_state
int64
actor_hacktivist
int64
actor_insider
int64
actor_ransomware
int64
actor_political
int64
is_west_africa
int64
is_east_africa
int64
is_southern_africa
int64
is_north_africa
int64
high_egov_country
int64
egov_threat_score
float64
governance_gap_score
float64
accountability_score
int64
EGOV001501
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Egypt
data_breach_exfiltration
healthcare_information_system
municipal_local
ransomware_gang
citizen_pii
6,677
6,313,567
0.64
0
0
0
1
1
0
1
1
1
1
1
1
0
1
0
0
1
0
0
1,970
4,776,077
1
0
0
1
0
0
0
0
1
222
citizen_complaint
0
1
0
0
0
0
1
12
1
1
5
0
0
0
0
0
0
1
1
0
1
1
1
1
2
1
1
0
0
1
0
0
3.82
6.8
0
1
0
0
0
1
1
1
1
1
0
1
0
0
1
0
0
9
0
0
0
1
0
1
1
0
0
1
0
0
0
0
1
1
0
0
4
0
0
0
1
0
1
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
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
20.5
4.5
-3
EGOV002586
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Uganda
credential_stuffing
e_parliament_system
national_federal
cybercriminal_group
citizen_pii
646,958
196
0.75
0
0
1
0
0
0
0
1
0
0
0
0
1
1
1
0
0
0
0
284
14,885
1
0
0
0
1
0
0
0
0
0
undetected
0
0
0
1
0
0
0
0
1
1
1
1
1
0
0
0
1
0
0
0
0
0
1
0
2
0
0
1
1
0
0
0
5.81
2.29
0
0
1
0
0
1
1
0
1
0
0
1
0
0
0
1
0
6
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
2
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
1
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
15
9.5
-1
EGOV002653
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
Kenya
ransomware
national_id_registry
national_federal
hacktivist
land_ownership_records
9,773
41,500
7.62
1
0
1
0
0
0
1
1
0
1
1
1
0
1
0
1
0
1
1
3,824
3,275,213
0
0
0
0
1
0
7,901,701
0
0
0
undetected
0
0
0
1
1
0
0
0
1
1
4
0
0
0
1
0
1
0
0
0
0
1
1
0
3
1
1
0
0
1
0
1
3.99
4.62
0
1
0
0
0
1
1
1
1
1
0
0
0
0
0
1
0
7
1
0
1
0
0
0
0
1
0
0
0
1
1
0
0
0
0
0
4
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
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
1
21.5
3
1
EGOV001055
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
South Africa
insider_data_leak
tax_revenue_portal
national_federal
ransomware_gang
exam_results
13,818
6,997
99.22
1
0
1
0
1
0
0
1
0
1
0
0
1
1
0
0
0
1
0
539
0
0
0
0
0
1
1
0
0
0
0
undetected
0
0
0
0
1
0
0
0
1
1
4
0
0
0
1
0
1
0
1
0
0
1
1
0
1
0
0
1
0
1
0
0
4.14
3.84
0
1
0
0
0
1
1
0
0
0
0
0
0
0
0
1
1
7
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
2
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
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
15.5
3
-1
EGOV000705
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
Rwanda
data_breach_exfiltration
e_parliament_system
national_federal
political_opposition
health_records
3,364
434
603.23
0
1
1
0
1
0
0
0
0
0
0
1
0
0
1
0
1
0
1
0
275,755
1
0
0
0
0
1
0
0
1
1
citizen_complaint
1
0
0
0
0
1
0
0
1
1
3
1
0
0
0
1
1
0
1
0
0
0
0
0
1
0
1
0
0
1
0
1
3.53
2.64
0
1
0
0
1
0
0
0
1
0
0
1
0
0
0
0
1
5
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
4
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
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
1
0
0
1
14.5
7.5
0
EGOV000106
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
Ghana
data_breach_exfiltration
e_procurement_platform
national_federal
hacktivist
criminal_records
227,391
611
55.67
1
0
1
0
1
0
0
0
0
0
0
1
0
0
0
0
1
0
1
0
44,153,421
0
0
0
0
1
0
0
0
0
0
undetected
0
0
0
0
1
0
0
0
1
1
3
1
0
0
1
0
1
0
1
0
0
0
0
0
0
0
1
0
0
1
0
1
5.36
2.79
0
0
1
0
0
0
0
0
1
1
1
0
0
0
0
1
0
5
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
2
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
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
14.5
7.5
-1
EGOV000589
Check Point Research Government Attacks 2024
https://www.checkpoint.com/cyber-hub/threat-prevention/cyber-attack-trends/
Ghana
website_defacement
education_management_system
national_federal
cybercriminal_group
land_ownership_records
84,699
366,930
7.6
0
0
0
0
1
0
1
0
0
0
1
0
0
0
1
0
1
0
0
272
422,502
0
0
0
0
1
0
0
0
1
71
external_researcher
0
0
0
0
0
0
0
0
1
1
2
1
0
0
0
0
0
0
1
0
0
0
0
1
2
1
0
0
0
1
0
0
4.93
5.56
0
1
0
0
0
1
1
0
1
0
0
0
0
0
0
1
0
4
0
0
0
1
0
1
0
0
0
0
0
0
0
0
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
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
13
12
-3
EGOV002468
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Egypt
data_breach_exfiltration
healthcare_information_system
state_provincial
hacktivist
employee_payroll
687,145
23,640
8.1
0
0
0
1
0
0
0
1
0
0
1
1
0
0
1
0
0
0
1
30
323,601
1
0
0
0
1
0
0
0
0
0
undetected
0
0
0
0
1
0
0
0
1
1
1
1
1
0
0
0
0
1
0
0
0
0
1
1
2
1
1
0
0
0
0
1
5.84
4.37
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
4
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
2
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
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
1
14
13.5
-1
EGOV002413
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Egypt
credential_stuffing
immigration_border_system
national_federal
ransomware_gang
social_welfare_beneficiary
41,785,122
807
240.03
0
1
0
0
1
0
0
1
0
0
1
1
0
0
0
0
0
0
0
153
44,256
1
0
0
0
1
0
0
0
1
0
citizen_complaint
1
0
0
0
0
1
0
0
1
1
2
1
0
0
0
1
0
0
1
0
0
0
1
0
1
1
1
0
0
0
0
0
7.62
2.91
0
0
0
1
1
1
0
0
1
0
0
1
0
0
0
1
0
4
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
4
0
0
0
1
0
0
0
0
0
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
0
0
1
0
0
0
0
1
1
12
9
0
EGOV001600
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Tunisia
data_breach_exfiltration
immigration_border_system
state_provincial
cybercriminal_group
health_records
13,506,188
10,750
2.85
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
1
0
0
22
516,705
1
0
0
0
0
0
0
0
0
0
undetected
0
0
0
0
0
0
0
0
1
1
2
1
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
1
0
1
0
0
7.13
4.03
0
0
0
1
0
1
0
0
1
0
0
1
0
0
0
0
0
2
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
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
1
0
10
8
-3
EGOV002464
World Bank Digital Government Readiness Africa
https://www.worldbank.org/en/region/afr
Egypt
data_breach_exfiltration
customs_trade_portal
municipal_local
ransomware_gang
citizen_pii
62,169
129,810
1.44
0
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
14
47,105
0
0
0
1
0
0
0
0
1
197
external_researcher
0
0
1
1
0
1
1
28
1
1
2
1
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
4.79
5.11
0
1
0
0
0
1
0
0
1
0
0
0
0
0
1
0
0
2
0
0
0
1
0
1
1
0
0
0
1
1
0
0
0
1
0
0
7
0
1
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
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
5
6
3
EGOV000228
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
Kenya
credential_stuffing
voter_registration_system
municipal_local
ransomware_gang
health_records
46,376,284
985
9.77
0
0
0
0
1
0
0
1
1
0
1
1
1
0
0
0
0
0
0
85
0
0
0
0
0
1
0
0
0
1
1
media_report
1
0
1
0
0
1
1
53
1
1
2
1
0
0
0
0
0
0
1
0
1
0
1
1
1
1
1
1
0
0
0
0
7.67
2.99
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
2
0
0
0
1
1
0
0
0
1
0
1
0
0
0
0
1
0
1
7
0
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
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
1
9
11
1
EGOV000915
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
South Africa
website_defacement
police_criminal_records
state_provincial
opportunistic_attacker
employee_payroll
446
111
7.37
0
0
1
0
0
1
1
1
0
0
1
1
0
0
1
0
1
0
0
15
23,910
0
0
0
0
1
0
0
0
1
151
citizen_complaint
0
0
0
0
0
0
0
0
1
1
3
1
0
0
0
0
1
0
0
1
0
0
1
0
2
1
1
0
0
1
0
0
2.65
2.05
1
0
0
0
0
1
0
0
1
0
0
0
0
0
0
1
0
2
0
0
0
1
0
1
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
10
6.5
-3
EGOV000794
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
South Africa
sql_injection
education_management_system
state_provincial
ransomware_gang
criminal_records
418
259
0.31
1
0
1
0
1
0
1
0
0
1
1
0
0
0
1
1
1
0
0
255
0
1
0
0
0
0
0
0
0
1
165
external_researcher
0
0
0
0
0
1
0
0
1
1
5
0
0
0
1
0
1
0
1
0
0
1
0
0
3
1
0
0
0
1
0
0
2.62
2.41
1
0
0
0
0
1
1
0
0
0
0
1
0
0
0
0
0
4
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
2
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
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
15
1.5
0
EGOV003021
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
South Africa
ddos_service_disruption
immigration_border_system
state_provincial
hacktivist
health_records
13,553,573
129
7.29
0
0
1
0
1
1
0
1
0
0
1
1
0
1
0
0
0
1
1
51
0
0
0
0
0
1
0
0
0
1
314
external_researcher
1
0
0
1
0
1
1
6
1
1
3
1
0
0
0
0
1
0
1
1
0
0
1
0
2
1
1
0
0
1
0
1
7.13
2.11
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
2
0
0
0
1
0
1
1
0
1
0
0
1
0
0
0
1
1
0
8
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
0
1
16
6.5
2
EGOV003543
World Bank Digital Government Readiness Africa
https://www.worldbank.org/en/region/afr
Uganda
api_exploitation
customs_trade_portal
national_federal
cybercriminal_group
national_id_biometric
47,570
41,904
182.42
0
1
1
1
0
0
1
1
0
0
0
0
0
1
0
0
0
1
0
0
3,102,295
1
0
0
0
1
1
0
0
0
0
undetected
0
0
0
0
0
0
0
0
1
1
4
0
0
0
0
1
1
1
0
0
0
0
1
0
1
0
0
0
0
1
0
0
4.68
4.62
0
1
0
0
1
0
0
0
1
1
0
1
0
0
0
1
1
10
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
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
1
1
0
0
0
0
0
0
1
0
0
0
20
5
-3
EGOV001073
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
Senegal
credential_stuffing
education_management_system
state_provincial
political_opposition
immigration_passport_data
4,834
793,891
95.51
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
23
11,330
1
0
0
0
0
0
0
0
0
0
undetected
0
0
0
0
0
0
0
0
1
1
3
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
3.68
5.9
0
1
0
0
0
1
0
0
1
0
0
1
0
0
0
0
0
2
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
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
1
1
0
0
0
0
8
7.5
-3
EGOV003351
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Ghana
zero_day_exploit
court_judicial_system
parastatal_agency
cybercriminal_group
national_id_biometric
913
91,502
55.43
0
0
0
1
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
131
338,198
1
0
0
0
1
0
0
0
1
1
external_researcher
0
0
0
0
0
0
0
0
1
1
2
1
0
0
0
0
0
1
0
0
0
1
0
1
1
0
0
0
0
0
0
0
2.96
4.96
1
0
0
0
0
1
0
0
1
0
0
1
0
0
0
1
0
4
0
0
0
1
1
0
0
0
0
0
0
0
0
0
1
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
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
0
0
1
0
0
0
0
8
10
-3
EGOV001744
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
ransomware
national_id_registry
parastatal_agency
cybercriminal_group
voter_registration_data
563
6,073
205.41
0
0
1
1
1
0
0
1
0
0
0
0
1
0
0
1
1
1
0
16
789,988
1
0
0
0
0
0
7,974,952
0
0
0
undetected
0
0
0
0
0
0
0
0
1
1
3
1
0
0
0
0
1
1
1
0
0
0
1
0
1
0
0
1
0
1
1
0
2.75
3.78
1
0
0
0
1
1
0
0
1
0
0
1
0
0
0
0
0
2
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
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
8
8.5
-3
EGOV001084
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
ransomware
healthcare_information_system
parastatal_agency
cybercriminal_group
procurement_contracts
31,381,936
19,670
22.66
1
0
0
0
1
1
1
0
0
0
1
0
0
0
1
1
0
1
0
459
0
0
0
0
0
1
1
31,077
0
0
0
undetected
0
0
0
1
1
0
0
0
1
1
4
0
0
0
1
0
0
0
1
1
0
0
0
0
3
1
0
0
0
1
0
0
7.5
4.29
0
0
0
1
0
1
1
0
0
0
0
0
0
0
0
1
1
7
1
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
0
4
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
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
23.5
2
1
EGOV000926
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Nigeria
ddos_service_disruption
voter_registration_system
national_federal
unknown
land_ownership_records
32,805,010
1,282
0.18
0
1
0
0
0
0
0
1
1
0
0
0
0
1
1
0
1
1
0
0
1,907,817
1
1
0
0
0
0
0
0
1
3
citizen_complaint
0
0
0
0
0
0
1
1
1
1
2
1
0
0
0
1
0
0
0
0
1
0
1
0
2
0
0
0
1
1
1
0
7.52
3.11
0
0
0
1
0
0
0
0
1
1
0
1
1
0
0
0
0
9
0
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
1
0
3
0
0
0
1
0
0
0
0
1
0
0
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
0
0
0
0
0
1
0
0
0
1
24.5
7
-3
EGOV003049
Check Point Research Government Attacks 2024
https://www.checkpoint.com/cyber-hub/threat-prevention/cyber-attack-trends/
South Africa
misconfiguration_exposure
land_registry
state_provincial
ransomware_gang
immigration_passport_data
13,098,464
140,878
495.18
1
0
0
0
1
0
0
0
1
1
1
1
0
0
0
1
0
0
0
15
26,548,476
0
0
0
0
1
0
0
0
0
0
undetected
0
0
0
0
0
0
0
0
1
1
4
0
0
0
1
0
0
0
1
0
1
1
0
0
2
1
1
0
0
0
0
0
7.12
5.15
0
0
0
1
1
1
0
0
1
1
1
0
0
0
0
1
0
5
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
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
0
0
1
0
0
0
1
0
1
15.5
0
-3
EGOV001117
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
Cameroon
credential_stuffing
police_criminal_records
national_federal
cybercriminal_group
criminal_records
392,703
292
39.72
1
0
1
0
1
0
1
1
0
0
0
0
1
0
1
0
0
1
0
122
2,078,383
0
0
0
0
0
0
0
0
1
16
media_report
1
1
0
0
0
0
1
2
1
1
4
0
0
0
1
0
1
0
1
0
0
0
1
0
1
0
0
1
0
1
0
0
5.59
2.47
0
0
1
0
0
1
0
0
1
1
0
0
0
0
0
0
0
3
0
0
0
1
0
0
0
0
1
1
0
0
0
0
1
1
1
0
6
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
11.5
5
-3
EGOV000642
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Zambia
phishing_government_staff
tax_revenue_portal
municipal_local
opportunistic_attacker
employee_payroll
1,454
316
5.35
1
0
0
1
0
0
0
0
0
0
1
0
0
1
1
0
1
1
0
148
3,673,918
0
0
0
0
1
0
0
0
0
0
undetected
0
0
0
0
0
0
0
0
1
1
2
1
0
0
1
0
0
1
0
0
0
0
0
0
3
1
0
0
1
1
1
0
3.16
2.5
0
1
0
0
0
1
0
0
1
1
0
0
0
0
0
1
0
5
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
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
0
0
0
0
0
0
1
0
0
16.5
8
-3
EGOV004767
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
Tanzania
website_defacement
social_welfare_database
state_provincial
cybercriminal_group
citizen_pii
4,275
4,872,937
3.11
0
0
0
0
0
0
1
1
0
0
1
1
0
0
0
0
1
1
0
15
182,079
1
0
0
1
0
0
0
0
1
1
citizen_complaint
0
0
0
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
1
1
0
3.63
6.69
0
1
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
4
0
0
0
1
1
0
0
0
0
0
0
1
1
1
0
1
1
0
8
0
0
0
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
1
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
11
13.5
7
EGOV000501
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Kenya
phishing_government_staff
national_id_registry
parastatal_agency
opportunistic_attacker
birth_death_certificates
556,552
556
9.85
0
0
0
1
1
0
1
1
0
1
1
0
0
0
0
1
0
0
0
108
144,920
1
0
0
0
1
0
0
0
1
4
automated_alert
1
0
0
0
0
1
1
85
1
1
4
0
0
0
0
0
0
1
1
0
0
1
1
1
2
1
0
0
0
0
0
0
5.75
2.75
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
4
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
1
0
1
6
0
0
0
0
1
0
0
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
0
0
0
0
0
0
0
0
1
0
0
1
12
7
0
EGOV004066
World Bank Digital Government Readiness Africa
https://www.worldbank.org/en/region/afr
Kenya
data_breach_exfiltration
national_id_registry
parastatal_agency
unknown
citizen_pii
188,553
11,584
3.84
0
1
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
1
0
163
0
1
0
0
1
0
0
0
0
0
0
undetected
0
0
0
0
0
0
0
0
1
1
2
1
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
1
0
1
0
0
5.28
4.06
0
0
1
0
0
1
0
0
0
0
0
1
0
0
1
0
0
4
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
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
13
6
-3
EGOV000333
World Bank Digital Government Readiness Africa
https://www.worldbank.org/en/region/afr
Nigeria
ddos_service_disruption
court_judicial_system
municipal_local
ransomware_gang
land_ownership_records
381,141
266,009
0.07
1
1
1
0
1
0
1
1
1
1
1
1
0
0
1
0
1
1
0
10
489,822
0
0
0
0
1
1
0
0
1
0
media_report
1
0
0
1
0
1
1
1
1
1
7
0
0
1
1
1
1
0
1
0
1
1
1
0
2
1
1
0
0
1
1
0
5.58
5.42
0
0
1
0
0
1
0
0
1
0
0
0
0
0
0
1
1
5
0
0
0
1
1
0
0
0
1
0
0
1
0
0
0
1
1
0
8
0
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
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
16.5
-0.5
2
EGOV004684
Check Point Research Government Attacks 2024
https://www.checkpoint.com/cyber-hub/threat-prevention/cyber-attack-trends/
DRC
phishing_government_staff
education_management_system
national_federal
cybercriminal_group
birth_death_certificates
79,285
3,904,586
0.43
1
0
0
1
1
0
0
0
0
0
1
0
0
0
1
0
1
0
0
22
3,067,778
1
0
0
0
1
0
0
0
0
0
undetected
0
0
0
0
0
0
0
0
1
1
3
1
0
0
1
0
0
1
1
0
0
0
0
0
2
1
0
0
0
1
0
0
4.9
6.59
0
1
0
0
0
1
0
0
1
1
0
1
0
0
0
1
0
7
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
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
0
0
0
0
1
0
0
17.5
7.5
-3
EGOV000486
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
Zimbabwe
ransomware
civil_registration_births_deaths
state_provincial
political_opposition
employee_payroll
3,401
487,725
733.16
0
0
0
0
1
0
1
1
0
1
0
1
0
0
0
1
1
1
1
0
187,689
1
0
0
0
1
0
790,156
0
1
350
threat_intelligence
0
1
1
0
0
1
1
4
1
1
3
1
0
0
0
0
0
0
1
0
0
1
1
1
1
0
1
0
0
1
1
1
3.53
5.69
0
1
0
0
1
0
0
0
1
0
0
1
0
0
0
1
0
4
1
0
0
1
0
1
1
0
0
1
1
0
0
0
0
1
1
0
6
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
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
13
10.5
1
EGOV001962
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
Tunisia
phishing_government_staff
digital_service_portal
state_provincial
hacktivist
tax_financial_records
792,792
97,686,332
8.57
0
0
0
0
1
1
1
0
0
0
1
0
0
0
1
0
0
0
1
160
6,210,003
1
0
0
0
1
0
0
0
1
0
media_report
1
0
0
0
0
1
1
1
1
1
3
1
0
0
0
0
0
0
1
1
0
0
0
1
2
1
0
0
0
0
0
1
5.9
7.99
0
0
1
0
0
1
0
0
1
1
0
1
0
0
0
1
0
7
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
1
1
0
6
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
1
0
18.5
9.5
0
EGOV000393
Check Point Research Government Attacks 2024
https://www.checkpoint.com/cyber-hub/threat-prevention/cyber-attack-trends/
Tanzania
website_defacement
healthcare_information_system
national_federal
nation_state_apt
citizen_pii
35,379,344
31,953
4.66
0
0
0
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
1
0
0
1
0
0
1
0
0
0
0
1
46
threat_intelligence
1
1
0
0
0
0
1
275
1
1
1
1
1
0
0
0
0
0
1
0
0
0
1
1
2
1
0
0
0
1
0
1
7.55
4.5
0
0
0
1
0
0
0
0
0
0
0
1
0
0
1
0
0
4
0
0
0
1
0
1
0
0
1
1
0
0
0
0
1
1
0
1
6
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
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
19
13.5
-3
EGOV004842
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
DRC
ddos_service_disruption
e_parliament_system
national_federal
political_opposition
citizen_pii
878,062
46,119
8.61
0
0
0
0
0
0
1
1
1
0
0
1
0
1
0
0
0
0
1
18
142,498
0
0
0
1
1
0
0
0
1
9
automated_alert
0
0
1
0
0
0
1
289
1
1
2
1
0
0
0
0
0
0
0
0
1
0
1
1
1
0
1
0
0
0
0
1
5.94
4.66
0
0
1
0
0
1
0
0
1
0
0
0
0
0
1
1
0
4
0
0
0
1
0
0
0
0
0
0
1
0
0
0
1
1
0
1
4
0
0
0
0
1
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
0
0
0
0
0
0
0
1
0
0
1
0
0
12
11
-2
EGOV004866
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
Nigeria
api_exploitation
customs_trade_portal
national_federal
cybercriminal_group
birth_death_certificates
202,531
1,453,894
21.03
0
0
0
0
1
0
0
0
0
1
1
0
0
1
0
0
1
1
0
0
9,043,693
1
0
0
0
1
0
0
0
1
15
internal_it_team
1
0
1
0
0
0
1
265
1
1
2
1
0
0
0
0
0
0
1
0
0
1
0
1
2
1
0
0
0
1
1
0
5.31
6.16
0
0
1
0
0
0
0
0
1
1
0
1
0
0
0
1
0
7
0
0
0
1
0
0
0
0
1
0
1
0
0
0
1
1
0
1
6
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
1
0
0
0
0
0
1
0
0
0
1
19.5
10
-2
EGOV001755
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
sql_injection
education_management_system
national_federal
insider_threat
national_id_biometric
44,055,170
727
8.42
1
1
1
1
0
1
0
1
0
0
1
1
0
0
1
1
0
1
0
14
26,549,226
0
0
0
0
1
0
0
0
1
6
dark_web_monitoring
1
0
0
1
0
1
0
0
1
1
5
0
0
0
1
1
1
1
0
1
0
0
1
0
3
1
1
0
0
1
0
0
7.64
2.86
0
0
0
1
0
1
0
0
1
1
1
0
0
0
0
1
0
5
0
0
0
1
1
0
0
0
1
0
0
1
0
0
0
0
0
0
6
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
0
1
0
0
0
1
0
0
0
0
1
0
1
20.5
2.5
2
EGOV002515
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
South Africa
api_exploitation
immigration_border_system
national_federal
hacktivist
immigration_passport_data
53,483
184,302
45.51
0
1
1
0
0
0
0
1
0
0
0
0
0
0
0
1
1
0
1
645
134,911
0
0
0
0
0
0
0
0
0
0
undetected
0
0
0
1
0
0
0
0
1
1
2
1
0
0
0
1
1
0
0
0
0
0
1
0
1
0
0
0
0
1
0
1
4.73
5.27
0
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
2
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
2
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
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
1
0
1
10
9
-1
EGOV003585
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
ddos_service_disruption
national_id_registry
state_provincial
cybercriminal_group
tax_financial_records
2,416
3,513,135
4.64
0
1
0
1
1
0
0
1
0
0
1
0
0
0
0
0
0
1
0
2,443
471,513
1
0
0
1
1
1
0
0
1
90
threat_intelligence
0
0
0
0
0
0
1
1
1
1
3
1
0
0
0
1
0
1
1
0
0
0
1
0
1
1
0
0
0
1
0
0
3.38
6.55
0
1
0
0
0
1
1
1
1
0
0
1
0
0
1
1
1
11
0
0
0
1
0
1
0
0
0
0
0
0
0
0
1
1
1
0
3
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
1
1
21.5
8.5
-3
EGOV004315
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
South Africa
website_defacement
tax_revenue_portal
municipal_local
insider_threat
employee_payroll
20,109,502
469,861
97.83
0
0
0
0
1
0
0
0
1
0
1
0
0
0
0
0
1
0
0
10
32,969,400
1
0
0
0
1
0
0
0
0
0
undetected
0
0
0
0
0
0
0
0
1
1
2
1
0
0
0
0
0
0
1
0
1
0
0
1
1
1
0
0
0
1
0
0
7.3
5.67
0
0
0
1
0
1
0
0
1
1
1
1
0
0
0
1
0
7
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
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
1
19.5
10
-3
EGOV004966
World Bank Digital Government Readiness Africa
https://www.worldbank.org/en/region/afr
Cameroon
misconfiguration_exposure
police_criminal_records
parastatal_agency
ransomware_gang
immigration_passport_data
7,556,989
1,721,800
0.69
1
0
1
0
1
1
0
1
0
0
0
1
0
1
0
0
0
0
0
538
4,612,584
1
0
1
0
0
0
0
0
1
290
citizen_complaint
1
1
0
0
0
1
1
4
1
1
4
0
0
0
1
0
1
0
1
1
0
0
1
0
1
0
1
0
0
0
0
0
6.88
6.24
0
0
0
1
0
1
1
0
1
1
0
1
0
1
0
0
0
11
0
0
0
1
0
1
1
0
1
1
0
0
0
0
0
1
1
0
7
0
0
0
1
0
0
0
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
1
0
0
0
0
1
0
1
0
0
0
0
22.5
3
0
EGOV002099
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
ransomware
land_registry
parastatal_agency
hacktivist
immigration_passport_data
625,392
4,860,407
0.22
0
1
0
0
1
0
1
1
0
0
0
0
0
1
0
1
0
1
1
6
0
0
0
0
0
0
0
322,151
0
1
7
internal_it_team
0
0
0
0
0
1
1
74
1
1
3
1
0
0
0
1
0
0
1
0
0
0
1
0
2
0
0
0
0
1
0
1
5.8
6.69
0
0
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
0
1
0
1
4
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
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
1
0
1
11
8.5
0
EGOV003599
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Cameroon
misconfiguration_exposure
court_judicial_system
state_provincial
unknown
citizen_pii
525
82,321,524
60.77
1
0
0
1
1
0
1
1
1
0
0
0
0
0
1
0
0
1
0
17
2,681,255
0
0
0
1
0
0
0
0
1
357
external_researcher
0
1
1
0
0
1
1
4
1
1
5
0
0
0
1
0
0
1
1
0
1
0
1
0
1
0
0
0
0
1
0
0
2.72
7.92
1
0
0
0
0
1
0
0
1
1
0
0
0
0
1
0
0
5
0
0
0
1
0
1
1
0
0
1
1
0
0
0
0
1
1
0
6
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
12.5
2.5
1
EGOV004121
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Egypt
insider_data_leak
court_judicial_system
parastatal_agency
opportunistic_attacker
voter_registration_data
45,610,246
19,520,900
569.91
1
1
1
1
0
0
1
1
0
0
1
1
1
0
0
0
0
1
0
4,058
22,022,372
0
0
0
0
1
0
0
0
1
284
media_report
0
1
0
0
0
0
1
224
1
1
5
0
0
0
1
1
1
1
0
0
0
0
1
0
1
1
1
1
0
1
0
0
7.66
7.29
0
0
0
1
1
1
1
1
1
1
1
0
0
0
0
1
0
7
0
0
0
1
0
1
1
0
0
1
0
0
0
0
1
1
0
1
4
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
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
19.5
4.5
-3
EGOV000029
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
South Africa
credential_stuffing
land_registry
municipal_local
opportunistic_attacker
tax_financial_records
75,278
2,554,184
495.64
1
0
0
1
0
0
0
1
0
0
1
1
1
0
0
0
1
0
0
0
3,722,482
0
0
0
0
1
1
0
0
1
157
citizen_complaint
1
1
0
0
0
1
1
2
1
1
2
1
0
0
1
0
0
1
0
0
0
0
1
0
1
1
1
1
0
1
0
0
4.88
6.41
0
1
0
0
1
0
0
0
1
1
0
0
0
0
0
1
1
8
0
0
0
1
0
1
0
0
1
1
0
0
0
0
0
1
1
0
7
0
0
0
1
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
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
17
9
0
EGOV000065
African Union Malabo Convention
https://au.int/en/treaties/african-union-convention-cyber-security-and-personal-data-protection
Morocco
credential_stuffing
e_procurement_platform
parastatal_agency
hacktivist
immigration_passport_data
45,860
85,869,462
7.31
0
0
1
0
1
0
0
1
1
0
0
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
1
232
internal_it_team
1
1
0
1
1
0
1
4
1
1
3
1
0
0
0
0
1
0
1
0
1
0
1
0
3
0
0
1
1
1
1
1
4.66
7.93
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
1
0
1
1
0
0
1
1
0
10
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
0
0
0
1
0
0
1
0
0
0
0
0
0
1
0
11
6.5
4
EGOV000838
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Ghana
ddos_service_disruption
police_criminal_records
national_federal
opportunistic_attacker
none_service_disruption_only
139,129
39,201
940.59
1
1
1
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
2,364,552
0
0
0
0
1
0
0
0
1
34
automated_alert
1
0
1
0
0
1
1
228
1
1
4
0
0
0
1
1
1
0
0
0
0
0
1
0
1
1
0
0
0
0
0
0
5.14
4.59
0
0
1
0
1
0
0
0
1
1
0
0
0
0
0
1
0
5
0
0
0
1
0
1
0
0
1
0
1
0
0
0
0
1
0
1
7
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
11.5
5
1
EGOV003906
ITU Global Cybersecurity Index 2024
https://www.itu.int/epublications/publication/global-cybersecurity-index-2024/
Egypt
website_defacement
immigration_border_system
municipal_local
insider_threat
national_id_biometric
910
40,584,028
772.18
0
0
1
0
0
0
0
1
0
0
1
0
0
0
0
0
1
1
0
23
36,547,048
1
0
0
0
1
0
0
0
0
0
undetected
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
0
1
0
0
0
0
0
1
0
1
1
0
0
0
1
1
0
2.96
7.61
1
0
0
0
1
1
0
0
1
1
1
1
0
0
0
1
0
7
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
0
0
1
0
0
1
0
1
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
1
15.5
9.5
-3
EGOV003773
Check Point Research Government Attacks 2024
https://www.checkpoint.com/cyber-hub/threat-prevention/cyber-attack-trends/
Cote d'Ivoire
website_defacement
healthcare_information_system
municipal_local
ransomware_gang
health_records
12,036,741
3,211,691
1.25
1
0
0
0
1
0
0
0
0
0
1
1
1
1
0
0
0
0
0
94
19,548
1
0
0
0
1
0
0
0
1
74
external_researcher
0
1
0
0
0
1
1
35
1
1
2
1
0
0
1
0
0
0
1
0
0
0
0
0
2
1
1
1
0
0
0
0
7.08
6.51
0
0
0
1
0
1
0
0
1
0
0
1
0
0
0
1
0
4
0
0
0
1
0
1
0
0
0
1
0
0
0
0
0
1
0
1
5
0
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
1
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
0
0
0
14
8
0
EGOV004635
Check Point Research Government Attacks 2024
https://www.checkpoint.com/cyber-hub/threat-prevention/cyber-attack-trends/
Tunisia
credential_stuffing
police_criminal_records
parastatal_agency
unknown
health_records
75,444
397
500.57
1
0
0
1
1
0
1
0
1
0
1
1
0
0
1
0
1
0
0
0
2,896,047
0
0
0
0
1
0
0
0
0
0
undetected
0
0
0
0
1
0
0
0
1
1
5
0
0
0
1
0
0
1
1
0
1
0
0
0
2
1
1
0
0
1
0
0
4.88
2.6
0
1
0
0
1
0
0
0
1
1
0
0
0
0
0
1
0
5
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
14.5
1.5
-1
End of preview. Expand in Data Studio

E-Government & Public Sector Data Breaches — 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-egov-public-sector-breaches")

Overview

This dataset models cyber attacks against African e-government platforms and public sector digital systems. As African governments accelerate digital transformation — national ID systems, digital tax portals, e-procurement, voter registration — they create massive attack surfaces with minimal security investment. Over 60% of African e-government platforms lack basic security controls (ITU 2024), and fewer than 15% of African government institutions have a CISO role.

Africa-specific patterns captured:

  • South Africa: Department of Justice ransomware (2021), NHLS health labs breach, City Power attack, Deeds Office data leak, City of Johannesburg compromise
  • Nigeria: INEC voter database exposure, NIN/BVN system vulnerabilities, FIRS tax portal attacks
  • Kenya: eCitizen platform DDoS (2023), IEBC voter data leaks, KRA revenue system targeting
  • Ethiopia: Fayda digital ID system early-stage vulnerabilities
  • Ghana: GhanaCard system concerns, GRA tax portal, e-Procurement exploitation
  • Rwanda: iRembo digital services — relatively mature but targeted
  • Continental: Voter databases weaponised for political interference, national ID breaches enabling mass identity theft
  • Governance gap: No CISO, no IR plan, no data protection enforcement in majority of African government IT

Attack Types

Type Description
data_breach_exfiltration Stealing government data
ransomware Encrypting government systems
website_defacement Defacing government websites
ddos_service_disruption Disrupting citizen services
sql_injection SQL injection on government portals
credential_stuffing Credential stuffing government accounts
insider_data_leak Insider leaking government data
phishing_government_staff Phishing government employees
api_exploitation Exploiting government API endpoints
misconfiguration_exposure Cloud/server misconfigurations
supply_chain_vendor_breach Breaching via government IT vendor
zero_day_exploit Zero-day against government systems

Government Systems Targeted

System Description
national_id_registry National identification databases
voter_registration_system Electoral rolls and voter data
tax_revenue_portal Tax collection platforms
e_procurement_platform Government procurement systems
healthcare_information_system Public health records
social_welfare_database Social grant/welfare beneficiaries
immigration_border_system Border control and immigration
land_registry Property and land ownership
court_judicial_system Court records and judicial systems
police_criminal_records Law enforcement databases
pension_payroll_system Government employee payroll
election_results_system Election results platforms

Sources

  1. ITU Global Cybersecurity Index 2024
  2. World Bank Digital Government Readiness Assessment Africa 2024
  3. INTERPOL Africa Cyberthreat Assessment 2025
  4. African Union Malabo Convention status reports
  5. Recorded Future — African government breaches 2023-2025
  6. KnowBe4 Africa Threat Report 2024
  7. Check Point Research — African government attack trends 2024
  8. Africa CDC Digital Health Report 2024

Features

Column Type Description
record_id str Unique identifier
country str African country (20 countries)
attack_type str Attack type or "none"
government_system str Targeted government system
government_level str National/state/local/parastatal
threat_actor str Threat actor type
data_type_exposed str Type of data exposed
citizens_affected int64 Citizens affected
records_exposed int64 Records exposed
data_size_gb float64 Data size (GB)
system_had_encryption int64 1 if had encryption
system_had_mfa int64 1 if had MFA
system_had_waf int64 1 if had WAF
system_had_patching_policy int64 1 if had patching
system_had_backup int64 1 if had backups
system_had_incident_response int64 1 if had IR plan
system_had_security_audit int64 1 if had audit
system_outsourced_to_vendor int64 1 if outsourced
ciso_role_exists int64 1 if CISO exists
data_protection_compliance int64 1 if DPA compliant
exploited_known_vulnerability int64 1 if known vuln
social_engineering_used int64 1 if social engineering
insider_involvement int64 1 if insider involved
lateral_movement int64 1 if lateral movement
privilege_escalation int64 1 if privesc
data_encrypted_by_attacker int64 1 if data encrypted
data_posted_publicly int64 1 if posted publicly
data_sold_dark_web int64 1 if sold on dark web
politically_motivated int64 1 if political motive
service_downtime_hours int64 Downtime hours
financial_loss_usd int64 Financial loss USD
citizen_services_disrupted int64 1 if citizen services hit
election_process_affected int64 1 if election affected
national_security_risk int64 1 if national security risk
identity_theft_risk int64 1 if identity theft risk
public_trust_damaged int64 1 if public trust damaged
international_embarrassment int64 1 if international incident
ransom_demanded_usd int64 Ransom demand (USD)
ransom_paid int64 1 if ransom paid
detected int64 1 if detected
time_to_detect_days int64 Days to detection
detected_by str Detection source
incident_response_activated int64 1 if IR activated
external_forensics_hired int64 1 if external forensics
law_enforcement_involved int64 1 if law enforcement
data_protection_authority_notified int64 1 if DPA notified
citizens_notified int64 1 if citizens notified
public_statement_issued int64 1 if public statement
system_restored int64 1 if system restored
recovery_time_days int64 Days to recovery
label int64 1 = attack, 0 = legitimate
is_synthetic int64 1 = synthetic data

Extracted Features

Feature Description
security_posture_score / poor_security_posture / no_basic_controls Security posture
attack_sophistication / advanced_intrusion / data_weaponised Attack characteristics
log_citizens_affected / mega_breach / massive_data_dump Breach scale
impact_severity_score / election_affected / national_security Impact severity
response_maturity_score / transparent_response / opaque_response Response quality
was_detected / quick_detection / undetected Detection
Attack type one-hot type_data_breach, type_ransomware, etc.
System sensitivity system_national_id, system_voter, system_critical
Data sensitivity data_biometric, data_classified, data_highly_sensitive
Actor type actor_nation_state, actor_hacktivist, actor_political
Government level level_national, level_state, level_local
Regional flags is_west_africa, high_egov_country, etc.
egov_threat_score Composite threat severity
governance_gap_score Governance/security gap score
accountability_score Transparency/accountability score

Intelligence Sources

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

Citation

@misc{electricsheepafrica2026egov,
  title = {E-Government & Public Sector Data Breaches (Africa)},
  author = {Electric Sheep Africa},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-egov-public-sector-breaches}}
}

License: MIT

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