record_id
large_string
intelligence_source
large_string
intelligence_source_url
large_string
country
large_string
language
large_string
smishing_type
large_string
impersonated_entity
large_string
call_to_action
large_string
sms_text
large_string
sms_length
int64
sender_id_spoofed
int64
uses_shortcode
int64
uses_alphanumeric_sender
int64
contains_url
int64
contains_phone_number
int64
has_urgency_language
int64
has_financial_keywords
int64
has_threat_language
int64
has_reward_language
int64
grammar_errors
int64
uses_all_caps
int64
victim_age
int64
victim_clicked_link
int64
victim_replied
int64
victim_lost_money
int64
loss_amount
int64
sent_hour
int64
sent_weekend
int64
label
int64
is_synthetic
int64
text_length_short
int64
text_length_long
int64
multi_sms
int64
sender_trust_score
int64
suspicious_sender
int64
content_risk_score
int64
has_multiple_risk_signals
int64
url_with_urgency
int64
financial_threat
int64
reward_with_fee
int64
poor_grammar_indicator
int64
young_victim
int64
elderly_victim
int64
vulnerable_age
int64
victim_engaged
int64
victim_compromised
int64
off_hours
int64
business_hours
int64
evening_attack
int64
weekend_attack
int64
type_bank_alert
int64
type_mm_pin_theft
int64
type_prize_lottery
int64
type_tax_refund
int64
type_account_suspension
int64
type_delivery
int64
type_loan
int64
type_airtime_reward
int64
type_govt_impersonation
int64
type_job_offer
int64
type_investment
int64
type_legit
int64
cta_click_link
int64
cta_reply_pin
int64
cta_call
int64
cta_send_airtime
int64
cta_download
int64
cta_share_otp
int64
cta_reply_id
int64
cta_none
int64
lang_english
int64
lang_swahili
int64
lang_yoruba
int64
lang_hausa
int64
lang_zulu
int64
lang_french
int64
lang_pidgin
int64
lang_other
int64
entity_is_bank
int64
entity_is_telco
int64
entity_is_mm_platform
int64
entity_is_govt
int64
is_west_africa
int64
is_east_africa
int64
is_southern_africa
int64
is_north_africa
int64
smishing_risk_score
float64
victim_vulnerability
int64
SMISH001553
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
English
prize_lottery_scam
Capitec
reply_with_pin
Capitec PROMO: Your number won KES250000! Reply YES to claim your prize
71
1
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0
0
0
0
1
1
1
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0
38
0
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13
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-1
1
2
0
0
1
1
0
0
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0
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1
0
0
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0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
9
0
SMISH001669
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Kenya
Hausa
delivery_notification
Safaricom
click_link
Safaricom: Package delivery failed. Reschedule and pay KES200: safaricom-alert.com/verify
89
1
1
0
1
1
0
1
1
0
2
1
54
1
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0
0
13
0
1
1
0
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5
1
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1
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1
0
0
0
1
0
0
1
0
0
0
0
0
0
0
1
0
0
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0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
0
0
15
3
SMISH002131
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Uganda
Swahili
bank_alert_fake
Capitec
click_link
URGENT: Capitec account will be blocked in 24hrs. Click to verify: verify-capitec.com/6opb37
92
0
1
1
1
1
0
0
0
0
0
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41
1
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17
1
1
1
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2
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1
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1
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1
0
0
0
0
0
0
1
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0
0
0
1
0
0
2
3
SMISH004439
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Kenya
Pidgin
prize_lottery_scam
M-Pesa
call_number
CONGRATULATIONS! You won KES250000 in the M-Pesa monthly draw! Claim: t.me/119r6i
81
1
1
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1
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0
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1
0
0
1
0
0
11
5
SMISH000465
TransUnion Africa Fraud Report
https://transunionafrica.com/
Tanzania
Yoruba
loan_approval_scam
Orange
reply_with_pin
Instant loan! Get TZS25000 in minutes from Orange. Processing fee TZS100
72
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1
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1
0
0
0
1
0
0
5.5
3
SMISH000248
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
Mozambique
English
bank_alert_fake
Safaricom
call_number
Safaricom: Unusual transaction of MZN5000 detected. If not you, click: secure-safaricom.net/ewcjn6
98
0
0
1
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1
1
1
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1
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44
0
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9
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0
0
0
1
0
0
8
0
SMISH000931
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Ghana
English
government_impersonation
M-Pesa
reply_with_pin
M-Pesa: Social grant payment of GHS50000 ready. Verify: tinyurl.com/qm73d9
74
1
0
1
1
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1
0
0
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44
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1
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0
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0
0
0
0
0
0
1
0
1
0
0
0
14
0
SMISH001335
TransUnion Africa Fraud Report
https://transunionafrica.com/
Kenya
English
tax_refund_scam
M-Pesa
click_link
M-Pesa: You are eligible for a tax refund of KES5000. Submit details: tinyurl.com/ejakub
88
1
1
1
1
0
1
1
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28
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1
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0
1
0
0
16
0
SMISH004524
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Nigeria
English
delivery_notification
Orange
click_link
Your parcel from Orange is held at customs. Pay NGN100 clearance: verify-orange.com/1f96x9
90
1
0
1
1
0
1
1
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0
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46
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17
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1
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0
1
0
0
0
12
3
SMISH001338
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Senegal
Hausa
mobile_money_pin_theft
Safaricom
click_link
Your Safaricom transaction of XOF25000 failed. Resend PIN to complete
69
1
0
0
0
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1
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0
2
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29
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1
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0
7
3
SMISH001406
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Cameroon
Hausa
airtime_reward_scam
MTN
call_number
BONUS: MTN is giving XAF1000 airtime to loyal customers. Claim: verify-mtn.com/yq3yhg
85
0
0
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33
0
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12,952
13
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1
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6
0
SMISH001090
TransUnion Africa Fraud Report
https://transunionafrica.com/
South Africa
Yoruba
prize_lottery_scam
FNB
click_link
CONGRATULATIONS! You won ZAR1000000 in the FNB monthly draw! Claim: update-account.fnb.co/i14kmr
96
1
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1
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39
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1
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0
0
0
0
1
0
14.5
3
SMISH004209
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Tanzania
Hausa
account_suspension_threat
FNB
click_link
FNB: Account access restricted due to policy violation. Restore now: verify-fnb.com/d3ynd7
90
1
0
0
1
1
0
1
1
0
0
1
65
1
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1
0
0
0
0
1
0
0
12.5
5
SMISH000742
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Nigeria
Pidgin
account_suspension_threat
M-Pesa
click_link
Your M-Pesa SIM will be deactivated in 48hrs. Verify identity: t.me/4f5zqs
74
0
0
0
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1
1
1
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2
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31
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0
0
1
0
0
0
1
0
1
0
0
0
6
3
SMISH002323
TransUnion Africa Fraud Report
https://transunionafrica.com/
Ghana
Igbo
account_suspension_threat
PalmPay
send_airtime
Your PalmPay SIM will be deactivated in 48hrs. Verify identity: palmpay-alert.com/verify
88
0
0
1
1
1
1
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1
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26
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1
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1
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0
12.5
3
SMISH003601
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Uganda
English
loan_approval_scam
FNB
reply_with_id_number
Your loan of UGX500 has been approved by FNB. Accept: tinyurl.com/3pebr9
72
1
1
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41
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12
0
SMISH002123
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Nigeria
English
prize_lottery_scam
M-Pesa
call_number
Dear winner, collect your NGN250000 reward. Registration fee: NGN100
68
1
0
1
0
0
1
1
1
1
0
1
49
1
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18
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4
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1
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13
3
SMISH002094
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Nigeria
English
bank_alert_fake
FIRS
call_number
Dear Customer, your FIRS account has been flagged for suspicious activity. Verify now: firs-alert.com/verify
108
0
0
0
1
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1
1
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66
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6
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8.5
2
SMISH000240
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Ethiopia
English
airtime_reward_scam
Access Bank
share_otp
Access Bank: You won free ETB10000 airtime! Redeem code: secure-accessbank.net/aet81i
85
0
0
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0
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1
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49
1
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1
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8
3
SMISH002351
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
English
airtime_reward_scam
Airtel
send_airtime
Airtel: You won free XOF25000 airtime! Redeem code: verify-airtel.com/35mmeq
76
1
1
0
1
1
1
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0
1
1
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26
0
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12
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16
3
SMISH001370
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
English
bank_alert_fake
SARS
reply_with_pin
URGENT: SARS account will be blocked in 24hrs. Click to verify: update-account.sars.co/patz7b
93
1
1
1
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67
1
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0
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1
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1
0
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9
5
SMISH001057
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Ghana
Yoruba
mobile_money_pin_theft
M-Pesa
share_otp
Dear M-Pesa user, your wallet is locked. Send PIN to +23135645963 to unlock
75
0
1
1
0
0
0
1
1
0
1
0
71
0
1
0
0
19
1
1
1
1
0
0
2
0
2
0
0
1
0
1
0
1
1
1
0
0
0
1
1
0
1
0
0
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1
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
0
0
0
6
5
SMISH004816
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Ghana
Hausa
bank_alert_fake
M-Pesa
call_number
URGENT: M-Pesa account will be blocked in 24hrs. Click to verify: m-pesa-alert.com/verify
89
1
1
0
1
0
1
1
0
0
2
1
31
1
0
1
0
7
0
1
1
0
0
0
0
0
5
1
1
0
0
1
0
0
0
1
1
0
0
0
0
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0
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0
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0
0
0
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1
0
0
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0
0
0
0
1
0
0
0
0
0
0
1
0
1
0
0
0
16
7
SMISH000199
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Nigeria
Swahili
prize_lottery_scam
FNB
call_number
CONGRATULATIONS! You won NGN100000 in the FNB monthly draw! Claim: verify-fnb.com/13wppb
88
0
0
1
1
1
0
1
0
1
0
0
61
0
0
1
28,131
6
1
1
1
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2
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0
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0
1
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0
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0
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
0
5.5
2
SMISH002280
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Tanzania
Twi
mobile_money_pin_theft
Safaricom
click_link
Safaricom ALERT: Someone tried to access your wallet. Confirm PIN to secure account
83
0
0
0
0
1
1
1
0
0
1
0
58
1
0
0
0
3
1
1
1
0
0
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0
0
2
0
0
0
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1
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0
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1
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1
0
0
1
0
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0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
5.5
3
SMISH004749
TransUnion Africa Fraud Report
https://transunionafrica.com/
Tanzania
Amharic
loan_approval_scam
M-Pesa
reply_with_pin
Your loan of TZS25000 has been approved by M-Pesa. Accept: bit.ly/3x8vxh79
74
1
1
0
1
1
1
0
1
1
0
0
40
0
0
1
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18
1
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4
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0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
0
14
0
SMISH002220
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
Twi
loan_approval_scam
Access Bank
send_airtime
Your loan of KES1000 has been approved by Access Bank. Accept: bit.ly/3x83xpb5
78
0
0
1
1
1
1
1
0
1
0
1
59
1
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13
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0
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0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
11
3
SMISH004771
INTERPOL Africa Cyberthreat Assessment 2025
https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa
Nigeria
Afrikaans
mobile_money_pin_theft
KCB
click_link
Dear KCB user, your wallet is locked. Send PIN to +25619548272 to unlock
72
1
1
1
0
0
1
1
0
0
1
1
66
0
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3
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0
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
0
0
10.5
2
SMISH002819
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Tanzania
English
delivery_notification
Capitec
call_number
Capitec: Package delivery failed. Reschedule and pay TZS1000: verify-capitec.com/ut9chj
87
1
0
0
1
1
0
1
1
0
0
1
49
0
0
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2
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1
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3
1
0
1
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0
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0
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
12.5
0
SMISH003150
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
Hausa
prize_lottery_scam
Vodacom
share_otp
CONGRATULATIONS! You won GHS50000 in the Vodacom monthly draw! Claim: bit.ly/3xnjx6lj
85
1
0
0
1
0
1
1
0
1
2
1
64
1
1
1
9,395
12
0
1
1
0
0
0
-1
1
6
1
1
0
1
1
0
1
1
1
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
0
18
9
SMISH004256
TransUnion Africa Fraud Report
https://transunionafrica.com/
Nigeria
French
mobile_money_pin_theft
SARS
reply_with_pin
Dear SARS user, your wallet is locked. Send PIN to +23941542614 to unlock
73
1
0
1
0
0
1
1
0
0
0
1
43
1
1
0
0
13
1
1
1
1
0
0
0
1
2
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
1
0
0
0
0
0
0
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1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
7
3
SMISH003107
INTERPOL Africa Cyberthreat Assessment 2025
https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa
Nigeria
English
airtime_reward_scam
M-Pesa
reply_with_pin
M-Pesa: You won free NGN50000 airtime! Redeem code: update-account.m-pesa.co/s539hl
83
1
1
0
0
0
1
0
0
1
1
1
26
1
0
0
0
7
1
1
1
0
0
0
0
0
4
1
0
0
0
1
0
0
0
1
0
0
0
0
1
0
0
0
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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
0
1
0
1
0
0
0
11
3
SMISH001973
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
Igbo
job_offer_scam
M-Pesa
call_number
JOB ALERT: M-Pesa is hiring. Earn KES5000/week. Apply: t.me/eqvrzc
66
1
0
0
0
1
0
1
1
0
0
1
69
0
1
1
14,650
8
1
1
1
1
0
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-1
1
2
0
0
1
0
0
0
1
1
1
0
0
1
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1
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0
0
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1
0
0
0
0
1
0
0
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0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
0
9
5
SMISH001375
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Nigeria
Afrikaans
bank_alert_fake
M-Pesa
call_number
URGENT: M-Pesa account will be blocked in 24hrs. Click to verify: verify-m-pesa.com/gbkk3i
90
1
0
1
1
1
0
0
0
0
0
0
57
1
0
0
0
18
0
1
1
0
0
0
0
1
1
0
0
0
0
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0
0
0
1
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
0
5
3
SMISH003968
TransUnion Africa Fraud Report
https://transunionafrica.com/
South Africa
Shona
loan_approval_scam
FNB
click_link
FNB: Pre-approved loan of ZAR25000 at 2% interest. Apply: bit.ly/3xnb026t
73
0
0
0
1
0
0
1
0
1
1
1
42
1
1
0
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17
0
1
1
1
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0
0
0
4
1
0
0
1
1
0
0
0
1
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0
1
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0
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0
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0
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1
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0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
1
0
8
3
SMISH004062
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
South Africa
Swahili
bank_alert_fake
Unknown
click_link
URGENT: Unknown account will be blocked in 24hrs. Click to verify: unknown-alert.com/verify
91
0
0
0
1
0
1
1
1
0
0
1
18
1
1
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6
0
1
1
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4
1
1
1
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0
1
0
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0
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0
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0
0
0
0
0
0
0
0
0
0
0
0
1
0
14.5
5
SMISH004445
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Nigeria
English
bank_alert_fake
M-Pesa
send_airtime
Your M-Pesa card ending 1116 has been compromised. Secure your account: t.me/69p80c
83
1
1
0
0
1
1
1
1
0
1
1
60
1
1
0
0
7
0
1
1
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4
1
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0
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0
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0
0
1
0
1
0
0
0
13
3
SMISH003557
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Kenya
Afrikaans
bank_alert_fake
Capitec
click_link
Capitec: Unusual transaction of KES2500 detected. If not you, click: capitec-alert.com/verify
93
1
0
0
1
0
0
0
1
0
1
1
33
1
0
1
4,742
20
0
1
1
0
0
0
-1
1
4
1
0
0
0
1
0
0
0
1
1
0
0
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1
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0
0
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0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
11
7
SMISH000964
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Tanzania
French
tax_refund_scam
Airtel
reply_with_pin
IMPORTANT: Your tax return shows overpayment. Claim TZS10000 refund: tinyurl.com/v3ch1j
87
1
1
0
1
0
1
1
0
0
0
1
19
0
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1
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3
1
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0
0
0
1
0
0
0
1
0
0
0
1
0
0
13.5
5
SMISH000179
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Kenya
Hausa
bank_alert_fake
MTN
call_number
Dear Customer, your MTN account has been flagged for suspicious activity. Verify now: verify-mtn.com/vgll42
107
0
0
0
1
1
1
1
1
0
1
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28
0
0
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7
0
1
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4
1
1
1
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0
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0
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1
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0
0
0
0
1
0
0
0
1
0
0
13
0
SMISH003698
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Egypt
Pidgin
loan_approval_scam
KRA
send_airtime
KRA: Pre-approved loan of EGP50000 at 2% interest. Apply: kra-alert.com/verify
78
0
0
1
1
0
1
1
0
1
0
1
45
1
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6
0
1
1
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4
1
1
0
1
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0
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1
0
0
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0
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0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
12.5
3
SMISH003821
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Senegal
Swahili
airtime_reward_scam
SARS
click_link
SARS: You won free XOF1000 airtime! Redeem code: verify-sars.com/h5sxd1
71
1
1
0
1
1
1
1
0
1
0
0
33
1
0
0
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18
0
1
1
1
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3
1
1
0
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0
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0
0
1
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0
0
0
1
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0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
12
3
SMISH004878
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Ghana
Zulu
airtime_reward_scam
WhatsApp
click_link
WhatsApp: You won free GHS5000 airtime! Redeem code: verify-whatsapp.com/51mbnt
79
1
1
0
1
0
1
1
0
1
0
0
73
1
0
0
0
2
0
1
1
1
0
0
0
0
3
1
1
0
1
0
0
1
1
1
0
1
0
0
0
0
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0
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0
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0
0
0
0
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0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
13.5
5
SMISH003899
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Ghana
Shona
bank_alert_fake
Vodacom
download_app
URGENT: Vodacom account will be blocked in 24hrs. Click to verify: tinyurl.com/6nmf52
85
0
0
0
1
1
0
1
0
0
2
0
25
0
0
0
0
2
1
1
1
0
0
0
0
0
3
1
0
0
0
1
0
0
0
0
0
1
0
0
1
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
1
0
0
1
0
0
0
7.5
0
SMISH004487
TransUnion Africa Fraud Report
https://transunionafrica.com/
Kenya
Afrikaans
loan_approval_scam
MTN
send_airtime
Instant loan! Get KES50000 in minutes from MTN. Processing fee KES1000
70
1
0
1
0
1
1
1
1
1
0
0
23
0
0
0
0
0
0
1
1
1
0
0
0
1
3
1
0
1
1
0
1
0
1
0
0
1
0
0
0
0
0
0
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0
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1
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0
0
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1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
12.5
2
SMISH003238
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Nigeria
English
bank_alert_fake
Access Bank
click_link
Dear Customer, your Access Bank account has been flagged for suspicious activity. Verify now: verify-accessbank.com/3wx2kw
122
0
0
0
1
1
0
1
0
0
0
1
25
0
1
1
36,804
11
0
1
1
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2
0
0
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0
0
1
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
0
0
0
1
0
0
0
1
0
0
0
4
3
SMISH002974
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Nigeria
Pidgin
mobile_money_pin_theft
Airtel
click_link
Airtel ALERT: Someone tried to access your wallet. Confirm PIN to secure account
80
0
0
1
0
0
0
1
0
0
2
0
67
0
0
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2
0
1
1
0
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1
0
2
0
0
0
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1
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1
1
0
0
1
0
0
0
0
1
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1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
0
0
5.5
2
SMISH003580
TransUnion Africa Fraud Report
https://transunionafrica.com/
Nigeria
English
government_impersonation
Safaricom
click_link
Safaricom: Social grant payment of NGN2500 ready. Verify: update-account.safaricom.co/vyfe7p
92
1
0
0
0
1
1
1
1
0
0
0
60
0
0
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17
0
1
1
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2
0
0
1
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1
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1
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0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
9
0
SMISH002887
INTERPOL Africa Cyberthreat Assessment 2025
https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa
Nigeria
English
bank_alert_fake
DHL
click_link
Dear Customer, your DHL account has been flagged for suspicious activity. Verify now: secure-dhl.net/w1nyrw
107
0
0
1
0
1
1
1
0
0
0
0
49
0
0
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18
1
1
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0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
2
0
SMISH002575
TransUnion Africa Fraud Report
https://transunionafrica.com/
Nigeria
Amharic
investment_scam
MTN
reply_with_id_number
Invest NGN50 and earn NGN1000 daily with MTN: tinyurl.com/9gk4j5
64
1
0
1
1
0
0
1
1
0
2
1
47
1
0
0
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8
0
1
1
1
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1
5
1
0
1
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1
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0
0
1
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0
1
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0
0
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0
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0
0
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1
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
0
0
15
3
SMISH001419
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
English
airtime_reward_scam
M-Pesa
share_otp
BONUS: M-Pesa is giving ZAR50000 airtime to loyal customers. Claim: tinyurl.com/pxw7v6
86
1
0
0
1
1
1
1
1
1
1
1
52
1
1
1
0
1
0
1
1
0
0
0
-1
1
6
1
1
1
1
1
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
1
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0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
21.5
7
SMISH003907
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Kenya
Hausa
job_offer_scam
FIRS
click_link
Work from home opportunity! FIRS needs online agents. Fee: KES50
64
1
0
0
0
1
1
1
0
0
0
0
40
1
0
0
0
9
0
1
1
1
0
0
-1
1
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
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0
0
0
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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
5
3
SMISH004673
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Nigeria
English
account_suspension_threat
Safaricom
click_link
Safaricom: Account access restricted due to policy violation. Restore now: t.me/i57rq1
86
1
0
0
0
0
1
1
0
0
2
1
52
1
0
1
0
0
0
1
1
0
0
0
-1
1
4
1
0
0
0
1
0
0
0
1
1
1
0
0
0
0
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0
1
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0
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0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
12.5
7
SMISH004902
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
Yoruba
mobile_money_pin_theft
OPay
click_link
Your OPay transaction of GHS5000 failed. Resend PIN to complete
63
1
0
1
0
1
1
0
0
0
0
0
20
0
0
1
0
0
0
1
1
1
0
0
0
1
1
0
0
0
0
0
1
0
1
0
0
1
0
0
0
0
1
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0
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1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
0
0
0
6.5
2
SMISH001860
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
South Africa
Yoruba
mobile_money_pin_theft
GTBank
call_number
Your GTBank transaction of ZAR2500 failed. Resend PIN to complete
65
1
0
1
0
0
1
1
0
0
2
1
23
0
1
0
0
14
0
1
1
1
0
0
0
1
4
1
0
0
0
1
1
0
1
1
0
0
1
0
0
0
1
0
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0
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0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
11
5
SMISH000008
TransUnion Africa Fraud Report
https://transunionafrica.com/
South Africa
Yoruba
mobile_money_pin_theft
Unknown
download_app
Unknown: Your mobile money account needs verification. Reply with your PIN to confirm
85
1
0
1
0
1
1
1
0
0
0
1
71
0
0
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12
0
1
1
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2
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1
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0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
7
2
SMISH002894
TransUnion Africa Fraud Report
https://transunionafrica.com/
Uganda
French
account_suspension_threat
SARS
click_link
SARS: Account access restricted due to policy violation. Restore now: bit.ly/3xd6e9ey
85
1
1
1
1
0
1
1
1
0
2
1
59
0
0
0
0
14
0
1
1
0
0
0
1
0
6
1
1
1
0
1
0
0
0
0
0
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1
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0
0
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0
1
0
0
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1
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0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
0
20
0
SMISH002847
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Ghana
English
delivery_notification
KCB
call_number
KCB: Package delivery failed. Reschedule and pay GHS500: kcb-alert.com/verify
77
0
0
1
1
1
1
1
0
0
2
0
69
1
1
0
0
8
0
1
1
1
0
0
1
0
4
1
1
0
0
1
0
1
1
1
0
0
1
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0
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0
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0
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0
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
11
5
SMISH003664
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
Yoruba
bank_alert_fake
Orange
reply_with_pin
Dear Customer, your Orange account has been flagged for suspicious activity. Verify now: verify-orange.com/ruhgwv
113
1
1
0
1
0
1
1
1
0
0
0
28
1
0
0
0
5
0
1
1
0
0
0
0
0
3
1
1
1
0
0
0
0
0
1
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
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0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
1
0
0
0
15.5
3
SMISH000144
TransUnion Africa Fraud Report
https://transunionafrica.com/
Uganda
Swahili
job_offer_scam
Airtel
call_number
JOB ALERT: Airtel is hiring. Earn UGX25000/week. Apply: secure-airtel.net/sq3b9s
80
0
0
1
0
1
1
1
1
0
0
1
36
1
0
1
9,421
9
0
1
1
0
0
0
1
0
3
1
0
1
0
0
0
0
0
1
1
0
1
0
0
0
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0
0
0
0
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0
1
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
8
7
SMISH002104
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Mozambique
Zulu
mobile_money_pin_theft
SARS
click_link
Dear SARS user, your wallet is locked. Send PIN to +23694551676 to unlock
73
1
0
0
0
0
1
0
0
0
0
0
20
1
1
0
0
20
1
1
1
1
0
0
-1
1
1
0
0
0
0
0
1
0
1
1
0
0
0
1
1
0
1
0
0
0
0
0
0
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0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
1
0
0
5
5
SMISH003143
TransUnion Africa Fraud Report
https://transunionafrica.com/
Ghana
English
bank_alert_fake
OPay
reply_with_pin
OPay: Unusual transaction of GHS1000 detected. If not you, click: t.me/or7edk
77
0
0
0
0
0
1
0
1
0
0
1
36
1
0
1
0
4
0
1
1
1
0
0
0
0
3
1
0
0
0
0
0
0
0
1
1
1
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
1
0
1
0
0
0
7.5
7
SMISH000841
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Nigeria
Zulu
account_suspension_threat
SARS
reply_with_pin
Your SARS SIM will be deactivated in 48hrs. Verify identity: verify-sars.com/2rxyx4
83
1
0
0
1
0
1
1
1
0
2
0
60
0
0
0
0
19
0
1
1
0
0
0
-1
1
5
1
1
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
1
0
0
0
18
0
SMISH001128
INTERPOL Africa Cyberthreat Assessment 2025
https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa
Nigeria
English
delivery_notification
Vodacom
reply_with_pin
Vodacom: Package delivery failed. Reschedule and pay NGN500: secure-vodacom.net/rustqf
86
1
0
1
0
0
0
1
0
0
0
0
69
1
0
0
0
11
0
1
1
0
0
0
0
1
0
0
0
0
0
0
0
1
1
1
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
3
5
SMISH000151
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Nigeria
Swahili
tax_refund_scam
MTN
share_otp
MTN NOTICE: Refund of NGN25000 pending. Verify bank details: mtn-alert.com/verify
81
1
0
0
1
0
0
1
0
0
0
1
74
0
0
1
43,287
22
0
1
1
0
0
0
-1
1
2
0
0
0
0
0
0
1
1
0
0
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
0
0
1
0
0
0
8.5
2
SMISH003591
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Zimbabwe
English
mobile_money_pin_theft
Airtel
call_number
Your Airtel transaction of USD5000 failed. Resend PIN to complete
65
0
0
1
0
0
0
1
0
0
1
0
63
0
0
0
0
11
0
1
1
1
0
0
1
0
1
0
0
0
0
1
0
1
1
0
0
0
1
0
0
0
1
0
0
0
0
0
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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
2
2
SMISH001052
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Kenya
English
prize_lottery_scam
KCB
reply_with_id_number
You have been selected as winner of KES250000. Send KES500 to claim
67
0
1
0
0
0
1
0
0
1
0
0
63
0
0
0
0
14
1
1
1
1
0
0
1
0
2
0
0
0
0
0
0
1
1
0
0
0
1
0
1
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
0
1
0
0
0
0
1
0
0
4
2
SMISH001590
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Ghana
Swahili
account_suspension_threat
M-Pesa
share_otp
Your M-Pesa SIM will be deactivated in 48hrs. Verify identity: bit.ly/3xp47c8d
78
1
0
0
1
0
0
1
0
0
1
1
38
0
0
0
0
4
0
1
1
1
0
0
-1
1
3
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
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0
0
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1
0
0
0
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
10.5
0
SMISH003008
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
French
account_suspension_threat
MTN
call_number
Your MTN SIM will be deactivated in 48hrs. Verify identity: verify-mtn.com/bv90qp
81
1
1
0
1
1
1
0
1
0
0
0
40
0
0
0
0
5
0
1
1
0
0
0
0
0
3
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
13.5
0
SMISH002029
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Tanzania
Pidgin
account_suspension_threat
MTN
download_app
MTN: Account access restricted due to policy violation. Restore now: secure-mtn.net/kw1aak
90
1
0
0
0
0
1
1
0
0
1
0
66
1
0
1
0
6
0
1
1
0
0
0
-1
1
2
0
0
0
0
1
0
1
1
1
1
1
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
1
0
0
0
1
0
0
8.5
9
SMISH003418
TransUnion Africa Fraud Report
https://transunionafrica.com/
Ghana
Yoruba
mobile_money_pin_theft
Access Bank
reply_with_pin
Dear Access Bank user, your wallet is locked. Send PIN to +25271814073 to unlock
80
0
0
0
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0
1
1
1
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74
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0
1
0
0
0
0
0
1
0
0
0
1
0
0
0
7.5
2
SMISH001807
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Kenya
Hausa
bank_alert_fake
DHL
click_link
Your DHL card ending 1206 has been compromised. Secure your account: t.me/9s3jjt
80
1
0
1
0
0
0
0
1
0
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1
28
0
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11
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0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
7
0
SMISH002696
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
French
mobile_money_pin_theft
Access Bank
click_link
Your Access Bank transaction of KES50000 failed. Resend PIN to complete
71
0
0
1
0
1
1
1
0
0
0
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26
1
1
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0
0
0
0
1
0
0
1
0
0
0
0
1
0
0
2
3
SMISH003039
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Rwanda
Hausa
government_impersonation
FNB
reply_with_pin
GOVT NOTICE: Your national ID needs renewal. Register online: fnb-alert.com/verify
82
0
1
1
1
0
0
1
0
0
0
1
68
1
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13
0
1
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0
1
0
0
0
0
1
0
0
0
0
1
0
0
4
5
SMISH000472
TransUnion Africa Fraud Report
https://transunionafrica.com/
Nigeria
Twi
job_offer_scam
Access Bank
reply_with_pin
JOB ALERT: Access Bank is hiring. Earn NGN500/week. Apply: update-account.accessbank.co/rukfwp
94
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0
1
1
0
0
0
1
0
0
0
2
2
SMISH003289
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Uganda
English
bank_alert_fake
Equity Bank
reply_with_pin
Your Equity Bank card ending 6180 has been compromised. Secure your account: tinyurl.com/mkty2l
95
0
0
0
1
0
1
1
0
0
1
0
56
0
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0
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
10.5
0
SMISH004074
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Kenya
English
investment_scam
MTN
reply_with_pin
MTN: Double your money in 24hrs. Min deposit KES500: update-account.mtn.co/2u5r7w
81
1
0
1
0
1
1
1
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1
58
0
0
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6
0
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0
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0
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0
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0
1
0
0
0
1
0
0
8.5
0
SMISH003496
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Mozambique
Swahili
loan_approval_scam
M-Pesa
click_link
Instant loan! Get MZN5000 in minutes from M-Pesa. Processing fee MZN500
71
0
0
1
0
0
1
1
0
1
0
1
37
1
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6
0
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0
0
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0
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0
1
0
0
1
0
0
7.5
3
SMISH000279
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Nigeria
Pidgin
delivery_notification
WhatsApp
click_link
WhatsApp: Package delivery failed. Reschedule and pay NGN1000: verify-whatsapp.com/fhzpqv
89
1
0
1
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1
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34
1
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14
0
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0
0
0
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1
0
0
0
0
0
1
0
0
0
7
3
SMISH001741
INTERPOL Africa Cyberthreat Assessment 2025
https://www.interpol.int/en/News-and-Events/News/2025/New-INTERPOL-report-warns-of-sharp-rise-in-cybercrime-in-Africa
Nigeria
English
bank_alert_fake
M-Pesa
call_number
Your M-Pesa card ending 3844 has been compromised. Secure your account: update-account.m-pesa.co/ja8arp
103
1
0
1
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1
0
0
0
0
0
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29
0
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17
1
1
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0
1
0
1
0
0
0
3
0
SMISH004624
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Cameroon
Hausa
mobile_money_pin_theft
MTN
call_number
MTN: Your mobile money account needs verification. Reply with your PIN to confirm
81
0
1
0
0
0
0
1
1
0
0
0
52
0
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1
0
0
1
0
0
0
5.5
0
SMISH002886
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Egypt
English
airtime_reward_scam
Safaricom
click_link
BONUS: Safaricom is giving EGP50000 airtime to loyal customers. Claim: update-account.safaricom.co/dmy1km
105
1
0
0
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1
1
1
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50
1
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1
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3
1
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1
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0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
11
3
SMISH001941
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
South Africa
Hausa
mobile_money_pin_theft
SARS
click_link
Your SARS transaction of ZAR10000 failed. Resend PIN to complete
64
0
0
0
0
1
1
0
1
0
2
0
71
0
0
1
3,574
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0
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0
0
0
1
0
0
0
0
0
0
0
1
0
0
1
0
9.5
2
SMISH000100
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Nigeria
Twi
account_suspension_threat
Vodacom
click_link
Your Vodacom SIM will be deactivated in 48hrs. Verify identity: update-account.vodacom.co/epejzh
96
1
0
0
0
1
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1
1
0
0
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25
0
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21
0
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0
0
0
1
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1
0
0
1
0
0
0
7
0
SMISH002804
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Nigeria
English
bank_alert_fake
Orange
reply_with_pin
Orange: Unusual transaction of NGN25000 detected. If not you, click: secure-orange.net/f8tqr7
93
0
1
0
0
0
1
1
1
0
1
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56
1
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8
0
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3
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0
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0
0
0
1
0
0
1
0
0
0
8
3
SMISH003570
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Kenya
Shona
mobile_money_pin_theft
M-Pesa
send_airtime
Dear M-Pesa user, your wallet is locked. Send PIN to +23014146138 to unlock
75
0
0
0
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1
1
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28
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0
1
0
0
1
0
0
2
0
SMISH003684
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Nigeria
Hausa
bank_alert_fake
FNB
send_airtime
Dear Customer, your FNB account has been flagged for suspicious activity. Verify now: verify-fnb.com/0a4xcu
107
0
0
0
1
0
1
1
0
0
1
1
41
0
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4
1
1
0
0
1
0
0
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1
0
0
0
1
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0
0
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0
0
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1
0
0
0
0
1
0
0
0
1
0
0
0
12.5
0
SMISH003661
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Zimbabwe
Hausa
tax_refund_scam
OPay
send_airtime
OPay: You are eligible for a tax refund of USD5000. Submit details: bit.ly/3xe3xe76
83
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0
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29
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0
0
1
0
0
0
1
0
7
0
SMISH000530
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Kenya
English
mobile_money_pin_theft
MTN
call_number
Your MTN transaction of KES10000 failed. Resend PIN to complete
63
1
0
0
0
0
1
1
0
0
0
0
40
0
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1
10,657
12
0
1
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0
0
0
0
0
0
0
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1
0
0
0
1
0
0
5
0
SMISH001886
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Zimbabwe
Afrikaans
government_impersonation
FNB
click_link
FNB: Social grant payment of USD5000 ready. Verify: fnb-alert.com/verify
72
0
0
1
1
1
1
0
0
0
1
1
37
0
0
1
25,328
8
1
1
1
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4
1
1
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0
0
0
1
1
0
0
0
0
0
1
0
11
0
SMISH000681
CyberCube Africa Rising Cyber Risk
https://insights.cybcube.com/en/africas-rising-cyber-risk
Kenya
Zulu
delivery_notification
Standard Bank
click_link
Your parcel from Standard Bank is held at customs. Pay KES1000 clearance: verify-standardbank.com/3oulll
104
1
0
0
1
1
0
1
1
0
1
1
58
0
0
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7
0
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1
0
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-1
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4
1
0
1
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1
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0
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0
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0
0
0
0
1
0
0
0
1
0
0
0
0
1
0
0
13
0
SMISH003794
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
Swahili
investment_scam
Capitec
click_link
Capitec: Double your money in 24hrs. Min deposit ZAR200: update-account.capitec.co/eoezn9
89
1
0
0
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0
1
1
1
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35
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1
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1
0
0
0
0
0
0
1
0
0
0
0
0
1
0
10.5
0
SMISH003944
TransUnion Africa Fraud Report
https://transunionafrica.com/
Ghana
Swahili
airtime_reward_scam
Access Bank
download_app
BONUS: Access Bank is giving GHS25000 airtime to loyal customers. Claim: t.me/tw05wd
84
0
0
1
0
1
1
0
1
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0
0
58
1
1
1
24,416
1
0
1
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3
1
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0
0
0
0
0
0
1
0
0
0
1
0
0
0
7.5
7
SMISH004666
TransUnion Africa Fraud Report
https://transunionafrica.com/
South Africa
English
bank_alert_fake
M-Pesa
click_link
M-Pesa: Unusual transaction of ZAR500 detected. If not you, click: update-account.m-pesa.co/yfv0hb
98
0
1
1
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1
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1
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34
1
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22
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0
1
0
0
0
1
0
1.5
3
SMISH002018
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Kenya
Igbo
mobile_money_pin_theft
MTN
reply_with_pin
MTN: Your mobile money account needs verification. Reply with your PIN to confirm
81
0
0
1
0
1
1
1
0
0
2
1
56
0
0
0
0
5
1
1
1
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4
1
0
0
0
1
0
0
0
0
0
1
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
9.5
0
SMISH001096
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Tanzania
English
mobile_money_pin_theft
FNB
reply_with_pin
FNB ALERT: Someone tried to access your wallet. Confirm PIN to secure account
77
1
1
0
0
0
1
1
0
0
2
0
21
0
1
0
0
8
0
1
1
1
0
0
0
0
3
1
0
0
0
1
1
0
1
1
0
0
1
0
0
0
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
1
0
0
9
5
SMISH000829
Kaspersky META Report 2024
https://www.kaspersky.com/about/press-releases
Zambia
Pidgin
investment_scam
M-Pesa
reply_with_pin
M-Pesa: Double your money in 24hrs. Min deposit ZMW50: update-account.m-pesa.co/iu7hwl
86
1
1
1
0
1
1
1
1
0
0
1
60
1
0
0
0
9
0
1
1
0
0
0
1
0
3
1
0
1
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
11
3
SMISH002805
TransUnion Africa Fraud Report
https://transunionafrica.com/
South Africa
English
bank_alert_fake
OPay
share_otp
OPay: Unusual transaction of ZAR1000 detected. If not you, click: update-account.opay.co/b1x90o
95
1
0
1
0
0
1
0
1
0
0
0
70
1
0
0
0
20
0
1
1
0
0
0
0
1
2
0
0
0
0
0
0
1
1
1
0
0
0
1
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
1
0
0
0
1
0
7
5
SMISH003829
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
Uganda
Hausa
account_suspension_threat
FNB
download_app
WARNING: Your FNB account will be suspended. Update details immediately: bit.ly/3xhiag9x
88
1
0
1
1
1
1
0
0
0
1
0
43
1
0
0
0
1
0
1
1
0
0
0
0
1
3
1
1
0
0
1
0
0
0
1
0
1
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
1
0
0
0
0
1
0
0
0
0
1
0
0
13.5
3
SMISH004381
GSMA Mobile Money Report 2023
https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-money/
Ghana
Hausa
mobile_money_pin_theft
Equity Bank
click_link
Equity Bank: Your mobile money account needs verification. Reply with your PIN to confirm
89
0
1
0
0
1
1
1
1
0
0
0
65
1
0
0
0
4
0
1
1
0
0
0
1
0
2
0
0
1
0
0
0
1
1
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
0
0
7.5
5