fraud_id
stringlengths
11
11
detected_at
stringdate
2025-09-01 00:01:00
2025-10-01 23:58:00
fraud_type
stringclasses
8 values
operator
stringclasses
4 values
affected_phone
int64
2,347B
2,349B
customer_id
stringlengths
11
11
detection_method
stringclasses
4 values
severity
float64
financial_loss_ngn
float64
0
24.9M
location
stringclasses
15 values
device_imei
int64
8.14B
999,988B
ip_address
stringlengths
8
15
status
stringclasses
4 values
action_taken
stringclasses
4 values
log_loss
float64
0
17
month
stringdate
2025-09-01 00:00:00
2025-10-01 00:00:00
FRD00000001
2025-09-14 03:23:00
account_takeover
Glo
2,348,076,208,129
CUST5312138
automated_system
null
214,141.94
abuja
893,244,706,692,156
105.48.53.152
resolved
monitoring
12.274399
2025-09
FRD00000002
2025-09-20 16:17:00
call_forwarding_fraud
MTN
2,348,039,184,500
CUST9280404
automated_system
null
0
port harcourt
806,230,003,944,817
168.20.130.103
confirmed
account_suspended
0
2025-09
FRD00000003
2025-09-18 09:47:00
call_forwarding_fraud
Airtel
2,347,086,513,878
CUST8233259
customer_report
null
0
lagos
672,221,485,714,636
195.184.210.80
resolved
sim_blocked
0
2025-09
FRD00000004
2025-09-20 00:31:00
imei_spoofing
Glo
2,347,059,227,833
CUST3350331
customer_report
null
0
kano
815,781,454,230,349
66.77.229.151
confirmed
sim_blocked
0
2025-09
FRD00000005
2025-09-06 04:31:00
identity_theft
9mobile
2,348,186,115,043
CUST7082418
automated_system
null
0
port harcourt
95,387,761,759,296
88.106.249.50
confirmed
account_suspended
0
2025-09
FRD00000006
2025-09-29 06:29:00
sim_swap
MTN
2,349,035,176,450
CUST8354034
automated_system
null
0
kano
78,750,997,551,131
64.116.250.13
false_positive
sim_blocked
0
2025-09
FRD00000007
2025-09-27 22:29:00
identity_theft
9mobile
2,349,084,215,983
CUST1721249
customer_report
null
0
abeokuta
787,175,097,247,446
159.254.4.234
investigating
sim_blocked
0
2025-09
FRD00000008
2025-09-15 23:08:00
call_forwarding_fraud
Glo
2,349,055,397,348
CUST2699591
customer_report
null
421,277.22
enugu
218,400,913,425,819
43.231.39.15
confirmed
monitoring
12.951049
2025-09
FRD00000009
2025-09-06 12:08:00
phishing
MTN
2,348,032,457,248
CUST1900562
automated_system
null
243,211.4
enugu
274,160,774,411,310
225.170.190.11
confirmed
sim_blocked
12.40169
2025-09
FRD00000010
2025-09-30 06:40:00
call_forwarding_fraud
MTN
2,348,036,093,901
CUST3362833
customer_report
null
0
lagos
472,582,743,446
148.8.27.240
investigating
sim_blocked
0
2025-09
FRD00000011
2025-09-17 20:36:00
call_forwarding_fraud
Glo
2,348,150,906,306
CUST3300804
automated_system
null
0
kano
855,050,973,752,775
115.219.33.158
confirmed
account_suspended
0
2025-09
FRD00000012
2025-09-10 06:47:00
subscription_fraud
Airtel
2,348,129,859,802
CUST4690799
automated_system
null
313,075.17
port harcourt
751,329,517,170,459
149.90.201.54
false_positive
no_action
12.654202
2025-09
FRD00000013
2025-09-18 20:54:00
identity_theft
Glo
2,348,052,228,775
CUST9973151
customer_report
null
0
onitsha
476,235,805,733,846
170.55.141.150
investigating
no_action
0
2025-09
FRD00000014
2025-09-08 07:32:00
phishing
MTN
2,349,069,845,631
CUST4870029
automated_system
null
0
benin city
325,619,858,643,343
246.239.157.99
confirmed
monitoring
0
2025-09
FRD00000015
2025-09-12 03:42:00
premium_rate_fraud
MTN
2,348,161,178,573
CUST6973936
automated_system
null
0
aba
845,231,402,427,140
181.214.221.151
confirmed
sim_blocked
0
2025-09
FRD00000016
2025-09-18 21:43:00
identity_theft
MTN
2,348,134,408,760
CUST2602516
customer_report
null
0
abuja
314,450,746,821,622
233.66.209.236
confirmed
account_suspended
0
2025-09
FRD00000017
2025-09-01 17:57:00
imei_spoofing
Airtel
2,348,083,975,151
CUST9075520
customer_report
null
0
kano
641,209,712,203,662
58.97.60.254
investigating
account_suspended
0
2025-09
FRD00000018
null
call_forwarding_fraud
MTN
2,348,161,231,937
CUST1057696
automated_system
null
0
warri
939,900,209,115,532
11.201.190.83
resolved
sim_blocked
0
null
FRD00000019
2025-09-30 11:07:00
phishing
9mobile
2,349,096,983,212
CUST3922219
automated_system
null
0
lagos
531,527,815,907,686
111.238.40.195
confirmed
monitoring
0
2025-09
FRD00000020
2025-09-22 04:11:00
phishing
Glo
2,348,078,679,919
CUST5603501
automated_system
null
0
onitsha
732,883,369,540,376
17.109.99.103
confirmed
monitoring
0
2025-09
FRD00000021
2025-09-23 17:44:00
premium_rate_fraud
Airtel
2,348,126,051,067
CUST1579507
automated_system
null
0
benin city
395,789,127,681,381
204.135.10.235
resolved
monitoring
0
2025-09
FRD00000022
null
subscription_fraud
Airtel
2,349,020,943,549
CUST4884562
automated_system
null
0
kano
715,186,339,123,219
179.36.140.231
false_positive
account_suspended
0
null
FRD00000023
2025-09-20 20:39:00
identity_theft
Airtel
2,347,018,102,482
CUST6983954
automated_system
null
0
enugu
67,306,573,553,388
37.245.154.230
confirmed
account_suspended
0
2025-09
FRD00000024
2025-09-27 12:24:00
phishing
9mobile
2,348,180,680,758
CUST2480853
manual_review
null
0
aba
213,650,059,779,095
32.27.106.43
investigating
sim_blocked
0
2025-09
FRD00000025
2025-09-13 22:14:00
phishing
MTN
2,348,031,353,221
CUST9980269
automated_system
null
0
ilorin
652,852,598,565,021
92.29.11.235
resolved
account_suspended
0
2025-09
FRD00000026
2025-09-18 12:25:00
subscription_fraud
MTN
2,348,140,247,599
CUST2376117
automated_system
null
198,322.96
onitsha
939,203,442,711,058
46.55.124.89
confirmed
no_action
12.197657
2025-09
FRD00000027
2025-09-24 19:38:00
sim_swap
MTN
2,348,031,341,918
CUST8266336
automated_system
null
0
enugu
468,409,708,690,285
115.9.168.73
confirmed
account_suspended
0
2025-09
FRD00000028
2025-09-22 08:58:00
sim_swap
MTN
2,348,160,482,657
CUST3937404
automated_system
null
0
jos
936,752,292,047,455
55.188.168.118
resolved
sim_blocked
0
2025-09
FRD00000029
2025-09-28 21:10:00
phishing
Glo
2,348,051,621,256
CUST8482164
automated_system
null
0
lagos
680,501,560,912,602
209.85.45.6
investigating
monitoring
0
2025-09
FRD00000030
2025-09-07 17:20:00
sim_swap
Glo
2,347,052,922,017
CUST9172970
automated_system
null
0
abuja
418,419,926,511,638
218.163.17.41
investigating
monitoring
0
2025-09
FRD00000031
2025-09-16 06:14:00
sim_swap
Glo
2,348,152,884,123
CUST1672156
automated_system
null
0
enugu
266,083,433,509,254
116.197.71.213
confirmed
monitoring
0
2025-09
FRD00000032
2025-09-20 11:47:00
phishing
9mobile
2,348,188,877,460
CUST2139317
automated_system
null
0
port harcourt
629,235,157,903,819
241.244.25.195
resolved
account_suspended
0
2025-09
FRD00000033
2025-09-28 12:40:00
sim_swap
MTN
2,348,060,551,310
CUST3295941
automated_system
null
0
port harcourt
751,989,909,274,540
96.81.42.246
confirmed
account_suspended
0
2025-09
FRD00000034
2025-09-01 19:54:00
sim_swap
Airtel
2,349,011,282,256
CUST5762654
customer_report
null
0
onitsha
702,511,817,938,756
179.117.128.71
resolved
no_action
0
2025-09
FRD00000035
2025-09-07 18:16:00
imei_spoofing
MTN
2,349,062,773,584
CUST6247334
customer_report
null
0
warri
596,031,588,166,435
145.127.70.174
investigating
account_suspended
0
2025-09
FRD00000036
2025-09-03 06:38:00
imei_spoofing
MTN
2,347,063,988,391
CUST6348091
manual_review
null
0
enugu
412,049,500,160,733
15.224.8.231
resolved
account_suspended
0
2025-09
FRD00000037
2025-09-18 06:27:00
sim_swap
MTN
2,348,161,295,228
CUST3502595
automated_system
null
0
abuja
285,361,472,823,160
116.220.247.29
investigating
monitoring
0
2025-09
FRD00000038
2025-10-01 10:26:00
identity_theft
Airtel
2,348,121,406,802
CUST3227813
customer_report
null
0
aba
994,220,957,041,819
233.14.138.6
resolved
account_suspended
0
2025-10
FRD00000039
2025-09-12 17:12:00
identity_theft
Glo
2,348,152,265,118
CUST6577128
manual_review
null
0
lagos
251,222,900,091,353
251.28.79.12
confirmed
account_suspended
0
2025-09
FRD00000040
2025-09-21 17:39:00
phishing
Glo
2,348,071,218,737
CUST8577638
customer_report
null
0
aba
783,051,478,696,475
251.181.136.111
confirmed
account_suspended
0
2025-09
FRD00000041
2025-09-18 16:11:00
account_takeover
MTN
2,348,143,182,158
CUST1302832
customer_report
null
0
benin city
60,140,364,148,902
92.235.236.205
investigating
sim_blocked
0
2025-09
FRD00000042
2025-09-04 07:02:00
premium_rate_fraud
Glo
2,348,154,672,956
CUST8066036
manual_review
null
0
lagos
172,324,933,114,072
195.162.51.83
investigating
account_suspended
0
2025-09
FRD00000043
2025-09-14 12:22:00
subscription_fraud
MTN
2,347,030,332,167
CUST6599561
manual_review
null
280,874.53
ilorin
240,005,841,901,087
3.207.106.142
confirmed
no_action
12.545667
2025-09
FRD00000044
2025-09-15 14:20:00
account_takeover
Airtel
2,348,122,028,197
CUST4055503
manual_review
null
309,394
aba
287,002,264,173,192
142.142.185.230
resolved
account_suspended
12.642374
2025-09
FRD00000045
2025-09-05 03:57:00
account_takeover
MTN
2,348,036,898,843
CUST8464877
automated_system
null
156,417.65
enugu
303,947,018,306,399
96.137.119.118
confirmed
account_suspended
11.960291
2025-09
FRD00000046
2025-09-08 07:13:00
premium_rate_fraud
MTN
2,348,140,859,274
CUST5517279
customer_report
null
0
abeokuta
965,208,111,652,176
44.137.131.160
investigating
monitoring
0
2025-09
FRD00000047
2025-09-20 14:08:00
premium_rate_fraud
Airtel
2,348,087,981,857
CUST1614646
automated_system
null
0
port harcourt
46,296,143,383,835
137.11.5.132
confirmed
account_suspended
0
2025-09
FRD00000048
null
premium_rate_fraud
Airtel
2,348,126,719,278
CUST6236080
pattern_analysis
null
0
lagos
298,107,894,685,166
27.4.63.115
confirmed
sim_blocked
0
null
FRD00000049
2025-09-18 02:08:00
subscription_fraud
Airtel
2,347,084,299,144
CUST8626261
automated_system
null
28,562.86
abeokuta
370,213,327,133,752
56.110.173.247
investigating
account_suspended
10.259898
2025-09
FRD00000050
2025-09-12 22:59:00
subscription_fraud
MTN
2,348,130,830,227
CUST3515081
manual_review
null
227,102.83
benin city
218,352,786,414,239
2.31.111.57
confirmed
no_action
12.333163
2025-09
FRD00000051
2025-09-27 19:29:00
sim_swap
MTN
2,347,066,245,243
CUST6026859
pattern_analysis
null
0
ibadan
367,012,635,952,237
60.232.180.231
investigating
no_action
0
2025-09
FRD00000052
2025-09-15 06:55:00
sim_swap
MTN
2,349,063,780,934
CUST5979623
automated_system
null
0
warri
516,317,770,251
176.40.57.185
resolved
account_suspended
0
2025-09
FRD00000053
2025-09-22 08:26:00
identity_theft
Airtel
2,348,087,732,077
CUST1632533
automated_system
null
0
ilorin
550,895,952,905,799
238.252.130.48
resolved
monitoring
0
2025-09
FRD00000054
2025-09-29 04:03:00
account_takeover
Airtel
2,349,021,150,084
CUST3442886
customer_report
null
189,515.36
abeokuta
291,286,494,101,814
33.72.250.126
resolved
monitoring
12.152231
2025-09
FRD00000055
2025-10-01 16:05:00
call_forwarding_fraud
MTN
2,348,066,810,902
CUST2498191
automated_system
null
7,941.98
kaduna
911,851,011,062,886
111.243.148.150
false_positive
account_suspended
8.980044
2025-10
FRD00000056
2025-09-22 14:54:00
call_forwarding_fraud
MTN
2,348,034,955,792
CUST1514030
automated_system
null
150,645.9
lagos
944,977,672,980,472
218.237.68.45
confirmed
account_suspended
11.922694
2025-09
FRD00000057
2025-09-24 08:49:00
phishing
Glo
2,349,053,471,617
CUST3033612
automated_system
null
0
abuja
646,855,015,689,411
165.126.125.204
investigating
no_action
0
2025-09
FRD00000058
null
account_takeover
MTN
2,348,146,037,112
CUST5161295
automated_system
null
0
lagos
165,577,965,082,073
47.225.162.94
investigating
monitoring
0
null
FRD00000059
2025-09-05 20:41:00
call_forwarding_fraud
Glo
2,347,055,890,761
CUST2322169
pattern_analysis
null
45,344.35
kano
904,206,638,214,744
60.233.214.188
false_positive
no_action
10.722063
2025-09
FRD00000060
2025-09-24 08:18:00
account_takeover
Airtel
2,347,086,801,531
CUST2897740
automated_system
null
448,509.89
benin city
690,424,376,583,168
26.20.172.47
investigating
no_action
13.013688
2025-09
FRD00000061
2025-09-22 15:21:00
premium_rate_fraud
Glo
2,349,055,154,817
CUST3190430
pattern_analysis
null
0
enugu
415,664,720,363,507
3.210.217.232
resolved
account_suspended
0
2025-09
FRD00000062
2025-09-07 16:51:00
imei_spoofing
MTN
2,347,066,913,097
CUST7336621
automated_system
null
0
benin city
659,421,638,419,108
225.83.85.57
false_positive
no_action
0
2025-09
FRD00000063
2025-09-07 13:41:00
account_takeover
Airtel
2,349,029,630,609
CUST9019316
automated_system
null
393,442.97
benin city
175,164,762,999,004
7.137.10.77
confirmed
sim_blocked
12.882694
2025-09
FRD00000064
2025-09-28 14:30:00
imei_spoofing
Glo
2,348,050,416,010
CUST7345412
pattern_analysis
null
0
abuja
703,417,302,231,094
225.71.232.70
confirmed
account_suspended
0
2025-09
FRD00000065
2025-09-12 18:35:00
premium_rate_fraud
MTN
2,348,030,097,319
CUST3905832
automated_system
null
0
ilorin
413,815,328,598,674
88.104.104.55
confirmed
account_suspended
0
2025-09
FRD00000066
2025-09-09 04:39:00
identity_theft
MTN
2,348,108,172,674
CUST7660114
automated_system
null
0
lagos
465,259,887,033,661
251.228.129.196
resolved
sim_blocked
0
2025-09
FRD00000067
2025-09-30 12:25:00
identity_theft
9mobile
2,348,096,325,053
CUST2988197
automated_system
null
0
aba
822,673,722,306,152
57.244.120.231
false_positive
sim_blocked
0
2025-09
FRD00000068
2025-09-14 13:33:00
premium_rate_fraud
Glo
2,348,058,300,548
CUST8647116
automated_system
null
0
port harcourt
770,402,613,791,561
50.218.10.155
confirmed
sim_blocked
0
2025-09
FRD00000069
2025-09-26 09:00:00
call_forwarding_fraud
9mobile
2,349,083,296,914
CUST9591879
manual_review
null
0
lagos
388,033,355,824,141
50.192.47.226
false_positive
monitoring
0
2025-09
FRD00000070
2025-09-14 20:06:00
identity_theft
MTN
2,348,108,154,240
CUST1656823
customer_report
null
0
benin city
848,966,533,069,197
93.86.181.28
confirmed
no_action
0
2025-09
FRD00000071
2025-09-26 11:21:00
premium_rate_fraud
Airtel
2,349,079,413,870
CUST9258204
automated_system
null
0
ibadan
891,721,500,229,136
29.52.91.149
confirmed
no_action
0
2025-09
FRD00000072
2025-09-19 19:03:00
imei_spoofing
Glo
2,348,072,414,229
CUST3372280
customer_report
null
0
abuja
813,266,198,787,342
120.105.181.92
confirmed
account_suspended
0
2025-09
FRD00000073
2025-09-08 12:01:00
sim_swap
MTN
2,348,036,904,767
CUST8341472
automated_system
null
0
aba
330,322,378,572,590
251.203.56.74
confirmed
monitoring
0
2025-09
FRD00000074
2025-09-30 11:07:00
account_takeover
MTN
2,349,063,578,975
CUST4734983
automated_system
null
468,164.53
lagos
68,048,592,097,779
42.106.47.194
investigating
monitoring
13.056577
2025-09
FRD00000075
2025-09-18 00:08:00
identity_theft
MTN
2,349,032,967,358
CUST9212223
automated_system
null
0
jos
268,158,875,807,577
146.129.75.34
confirmed
monitoring
0
2025-09
FRD00000076
2025-09-16 17:10:00
imei_spoofing
MTN
2,348,144,706,953
CUST8057885
automated_system
null
0
calabar
3,161,224,731,904
145.193.185.236
investigating
account_suspended
0
2025-09
FRD00000077
2025-09-27 20:39:00
premium_rate_fraud
Airtel
2,347,085,459,101
CUST4750054
automated_system
null
0
calabar
603,108,637,400,671
70.92.39.100
investigating
account_suspended
0
2025-09
FRD00000078
2025-09-02 12:21:00
imei_spoofing
MTN
2,347,062,581,370
CUST2457979
automated_system
null
0
lagos
634,672,499,961,311
141.163.40.109
confirmed
monitoring
0
2025-09
FRD00000079
2025-09-17 18:26:00
account_takeover
Glo
2,347,059,646,711
CUST6145495
automated_system
null
117,280.17
warri
486,762,525,945,106
124.248.104.97
resolved
monitoring
11.672329
2025-09
FRD00000080
2025-09-29 19:18:00
subscription_fraud
MTN
2,348,036,186,275
CUST2240901
automated_system
null
186,166.4
port harcourt
174,692,397,180,801
165.13.112.71
resolved
monitoring
12.134402
2025-09
FRD00000081
null
account_takeover
Airtel
2,348,126,452,278
CUST1132190
customer_report
null
289,610.35
lagos
194,013,561,727,212
224.68.189.86
resolved
account_suspended
12.576295
null
FRD00000082
2025-09-28 02:14:00
subscription_fraud
MTN
2,348,164,952,759
CUST5922618
automated_system
null
427,804.45
abuja
9,434,229,889,481
43.112.173.201
confirmed
sim_blocked
12.966424
2025-09
FRD00000083
2025-09-12 12:53:00
phishing
Airtel
2,349,025,633,025
CUST2540863
automated_system
null
0
ibadan
146,569,848,793,301
144.18.120.127
confirmed
monitoring
0
2025-09
FRD00000084
2025-09-04 22:46:00
call_forwarding_fraud
MTN
2,349,063,514,800
CUST4477131
automated_system
null
0
enugu
899,981,750,443,240
222.197.79.232
investigating
sim_blocked
0
2025-09
FRD00000085
2025-09-15 06:38:00
premium_rate_fraud
Glo
2,347,054,110,446
CUST6540921
customer_report
null
0
kano
198,262,673,337,210
162.186.193.70
resolved
account_suspended
0
2025-09
FRD00000086
2025-09-07 18:21:00
phishing
MTN
2,347,038,087,361
CUST7285157
automated_system
null
0
kaduna
347,256,493,741,378
210.49.148.171
confirmed
account_suspended
0
2025-09
FRD00000087
2025-09-10 19:53:00
call_forwarding_fraud
MTN
2,349,039,524,011
CUST8284329
pattern_analysis
null
0
lagos
376,982,255,642,599
55.204.138.226
confirmed
account_suspended
0
2025-09
FRD00000088
2025-09-23 16:46:00
premium_rate_fraud
MTN
2,348,060,838,100
CUST9797399
automated_system
null
0
ibadan
202,299,532,597,581
114.185.99.29
confirmed
monitoring
0
2025-09
FRD00000089
2025-09-04 23:13:00
call_forwarding_fraud
MTN
2,347,062,434,510
CUST9619972
automated_system
null
0
calabar
459,165,796,771,238
229.51.46.125
resolved
monitoring
0
2025-09
FRD00000090
2025-09-08 08:43:00
premium_rate_fraud
MTN
2,348,144,458,158
CUST3759310
automated_system
null
0
benin city
980,974,565,375,120
121.241.141.158
confirmed
sim_blocked
0
2025-09
FRD00000091
2025-09-15 01:52:00
premium_rate_fraud
MTN
2,347,065,453,412
CUST4521360
manual_review
null
0
kano
504,254,619,404,044
243.55.131.181
confirmed
monitoring
0
2025-09
FRD00000092
2025-09-15 09:00:00
call_forwarding_fraud
Glo
2,348,073,625,770
CUST8140054
automated_system
null
0
port harcourt
628,222,441,683,399
166.173.158.33
resolved
no_action
0
2025-09
FRD00000093
null
imei_spoofing
9mobile
2,348,174,835,500
CUST1841513
manual_review
null
0
aba
174,735,606,524,679
61.174.190.11
confirmed
monitoring
0
null
FRD00000094
2025-09-04 23:33:00
call_forwarding_fraud
Airtel
2,349,076,078,683
CUST5373443
customer_report
null
0
lagos
370,546,781,160,053
80.193.228.144
investigating
account_suspended
0
2025-09
FRD00000095
2025-09-03 01:23:00
sim_swap
Glo
2,349,051,461,461
CUST8196024
customer_report
null
0
abeokuta
704,091,103,954,756
189.213.55.145
investigating
sim_blocked
0
2025-09
FRD00000096
2025-09-06 15:43:00
identity_theft
MTN
2,348,030,569,395
CUST8733247
automated_system
null
0
onitsha
469,189,525,711,681
81.181.229.139
investigating
monitoring
0
2025-09
FRD00000097
2025-09-28 20:59:00
identity_theft
Glo
2,348,072,628,381
CUST6632200
automated_system
null
0
ibadan
929,940,547,578,117
111.170.68.159
investigating
sim_blocked
0
2025-09
FRD00000098
2025-09-19 19:22:00
premium_rate_fraud
MTN
2,348,140,010,254
CUST5464318
manual_review
null
0
jos
209,901,026,924,744
123.167.133.116
confirmed
sim_blocked
0
2025-09
FRD00000099
2025-09-15 01:50:00
account_takeover
Glo
2,347,056,373,805
CUST7773594
customer_report
null
233,217.71
ilorin
788,181,266,622,480
58.35.191.158
resolved
sim_blocked
12.359732
2025-09
FRD00000100
2025-09-04 04:32:00
phishing
Glo
2,349,051,054,053
CUST1314167
customer_report
null
0
kaduna
460,499,253,729,559
142.57.109.208
resolved
no_action
0
2025-09