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
FRD00049801
2025-09-18 21:01:00
subscription_fraud
9mobile
2,349,089,554,905
CUST5545239
customer_report
null
372,628.19
calabar
658,254,163,813,847
181.36.241.67
investigating
sim_blocked
12.828339
2025-09
FRD00049802
2025-09-13 04:18:00
identity_theft
Glo
2,348,051,487,900
CUST8725100
automated_system
null
0
ilorin
644,261,594,692,171
62.231.78.166
investigating
monitoring
0
2025-09
FRD00049803
2025-09-22 04:11:00
premium_rate_fraud
Glo
2,347,050,868,819
CUST9366625
automated_system
null
0
jos
688,632,783,782,537
8.18.181.92
resolved
monitoring
0
2025-09
FRD00049804
2025-09-24 10:24:00
subscription_fraud
MTN
2,348,164,812,132
CUST3118482
automated_system
null
359,587.39
lagos
955,823,218,506,448
10.219.153.240
investigating
no_action
12.792715
2025-09
FRD00049805
2025-09-15 08:20:00
call_forwarding_fraud
Glo
2,348,158,175,336
CUST1764186
customer_report
null
0
kaduna
534,488,347,367,041
4.127.142.127
investigating
no_action
0
2025-09
FRD00049806
2025-09-28 18:08:00
identity_theft
MTN
2,348,132,766,625
CUST4445736
manual_review
null
0
enugu
887,146,896,919,260
25.49.195.69
confirmed
monitoring
0
2025-09
FRD00049807
2025-09-10 19:33:00
subscription_fraud
MTN
2,348,165,531,080
CUST7559914
customer_report
null
148,682.15
jos
235,110,999,672,905
255.197.139.156
false_positive
monitoring
11.909573
2025-09
FRD00049808
2025-09-14 10:40:00
account_takeover
Glo
2,348,077,729,075
CUST2430494
automated_system
null
104,662.13
jos
311,129,011,668,563
81.49.139.25
false_positive
no_action
11.558502
2025-09
FRD00049809
2025-09-13 17:43:00
sim_swap
Airtel
2,347,016,278,306
CUST9247786
manual_review
null
0
warri
368,325,702,913,253
247.212.248.180
false_positive
no_action
0
2025-09
FRD00049810
2025-09-05 17:09:00
imei_spoofing
Glo
2,348,054,215,516
CUST7591888
manual_review
null
0
warri
368,409,293,590,847
211.236.108.91
false_positive
sim_blocked
0
2025-09
FRD00049811
2025-09-03 21:09:00
phishing
MTN
2,349,036,529,077
CUST6828300
manual_review
null
0
aba
270,424,672,917,397
196.31.113.82
investigating
monitoring
0
2025-09
FRD00049812
2025-09-07 14:10:00
premium_rate_fraud
Airtel
2,348,028,027,142
CUST5415435
customer_report
null
0
abeokuta
251,713,447,657,819
85.64.203.220
confirmed
sim_blocked
0
2025-09
FRD00049813
2025-09-26 14:10:00
premium_rate_fraud
Airtel
2,347,088,750,914
CUST2437819
automated_system
null
0
lagos
143,526,435,683,396
239.122.19.36
confirmed
sim_blocked
0
2025-09
FRD00049814
2025-09-16 10:58:00
account_takeover
Glo
2,348,057,251,956
CUST6434873
automated_system
null
206,915.14
enugu
570,206,460,365,780
114.165.154.168
confirmed
monitoring
12.240069
2025-09
FRD00049815
2025-09-20 20:15:00
premium_rate_fraud
Airtel
2,348,020,864,748
CUST2316085
pattern_analysis
null
0
abeokuta
433,689,216,616,179
164.73.20.46
confirmed
monitoring
0
2025-09
FRD00049816
2025-09-11 12:07:00
phishing
Airtel
2,347,089,606,768
CUST6345373
automated_system
null
255,721.14
abuja
277,217,384,548,729
129.4.138.70
resolved
account_suspended
12.451847
2025-09
FRD00049817
2025-09-04 15:25:00
call_forwarding_fraud
MTN
2,348,136,360,168
CUST3150484
pattern_analysis
null
0
jos
813,428,220,572,548
59.79.45.11
resolved
monitoring
0
2025-09
FRD00049818
2025-09-30 14:28:00
call_forwarding_fraud
9mobile
2,349,082,043,492
CUST8887469
automated_system
null
0
benin city
418,229,407,417,438
131.14.118.147
confirmed
monitoring
0
2025-09
FRD00049819
2025-09-25 05:58:00
identity_theft
Airtel
2,348,081,944,916
CUST1360360
automated_system
null
0
calabar
653,400,426,894,236
33.142.163.110
confirmed
sim_blocked
0
2025-09
FRD00049820
2025-09-04 01:03:00
sim_swap
Airtel
2,348,121,145,190
CUST1217631
manual_review
null
0
warri
410,193,453,025,393
92.106.122.218
confirmed
sim_blocked
0
2025-09
FRD00049821
2025-09-10 15:02:00
imei_spoofing
Glo
2,347,057,105,616
CUST7429102
customer_report
null
0
onitsha
681,870,067,500,000
115.244.171.248
resolved
account_suspended
0
2025-09
FRD00049822
2025-09-13 22:29:00
premium_rate_fraud
Glo
2,348,052,693,401
CUST9512429
automated_system
null
0
onitsha
368,191,252,304,744
107.206.162.106
investigating
account_suspended
0
2025-09
FRD00049823
2025-09-10 07:09:00
premium_rate_fraud
MTN
2,348,060,649,065
CUST4160102
automated_system
null
0
aba
923,669,827,310,831
78.45.123.198
false_positive
sim_blocked
0
2025-09
FRD00049824
2025-09-19 06:59:00
phishing
MTN
2,348,064,961,825
CUST8418334
automated_system
null
0
ilorin
524,308,056,021,375
170.249.73.165
investigating
sim_blocked
0
2025-09
FRD00049825
2025-09-27 22:17:00
sim_swap
Airtel
2,348,028,844,097
CUST7531145
pattern_analysis
null
0
onitsha
426,209,878,775,444
116.49.212.226
investigating
sim_blocked
0
2025-09
FRD00049826
2025-09-03 03:00:00
call_forwarding_fraud
MTN
2,348,168,341,346
CUST7321095
automated_system
null
0
lagos
954,873,409,639,208
190.244.101.97
confirmed
sim_blocked
0
2025-09
FRD00049827
2025-09-07 19:40:00
subscription_fraud
Airtel
2,349,076,952,264
CUST5686082
pattern_analysis
null
484,990.6
kaduna
924,424,190,547,150
104.180.69.50
investigating
sim_blocked
13.091887
2025-09
FRD00049828
2025-09-27 23:02:00
identity_theft
9mobile
2,348,093,031,805
CUST3276652
manual_review
null
0
port harcourt
909,480,425,951,071
174.183.75.245
confirmed
no_action
0
2025-09
FRD00049829
2025-09-02 00:14:00
sim_swap
9mobile
2,349,082,048,764
CUST7606959
customer_report
null
0
jos
466,755,458,571,490
183.164.151.179
resolved
monitoring
0
2025-09
FRD00049830
2025-09-16 04:37:00
imei_spoofing
MTN
2,349,034,251,611
CUST7662636
customer_report
null
0
port harcourt
101,422,080,428,649
133.242.131.57
false_positive
no_action
0
2025-09
FRD00049831
2025-09-10 18:03:00
identity_theft
Airtel
2,348,023,221,317
CUST7353688
pattern_analysis
null
0
enugu
457,752,777,241,962
196.157.145.116
resolved
monitoring
0
2025-09
FRD00049832
2025-09-09 19:14:00
sim_swap
9mobile
2,349,081,882,291
CUST7330257
automated_system
null
0
kaduna
124,910,937,705,363
71.253.229.110
resolved
sim_blocked
0
2025-09
FRD00049833
2025-09-16 18:25:00
account_takeover
Airtel
2,348,020,840,618
CUST5478549
automated_system
null
206,263.01
lagos
421,214,482,083,991
35.7.76.179
investigating
monitoring
12.236912
2025-09
FRD00049834
2025-09-11 01:52:00
call_forwarding_fraud
MTN
2,348,167,982,988
CUST7937593
customer_report
null
0
ibadan
570,136,792,761,526
109.252.193.130
resolved
monitoring
0
2025-09
FRD00049835
2025-09-11 15:15:00
call_forwarding_fraud
9mobile
2,349,091,143,039
CUST2889203
automated_system
null
0
abuja
243,729,606,636,209
88.19.222.46
confirmed
monitoring
0
2025-09
FRD00049836
2025-09-17 15:27:00
premium_rate_fraud
MTN
2,348,147,507,008
CUST9322658
automated_system
null
0
calabar
145,545,474,615,937
49.225.140.142
false_positive
no_action
0
2025-09
FRD00049837
2025-09-18 12:46:00
imei_spoofing
Glo
2,348,076,993,391
CUST1493860
automated_system
null
0
calabar
834,553,622,341,468
140.233.22.3
investigating
account_suspended
0
2025-09
FRD00049838
null
premium_rate_fraud
9mobile
2,348,174,434,274
CUST9574617
automated_system
null
0
enugu
66,590,861,317,586
121.173.73.79
confirmed
monitoring
0
null
FRD00049839
2025-09-16 23:23:00
sim_swap
Airtel
2,349,076,117,229
CUST8203364
automated_system
null
0
ibadan
834,145,446,314,968
110.41.192.47
investigating
no_action
0
2025-09
FRD00049840
2025-09-05 06:20:00
account_takeover
Airtel
2,348,124,991,794
CUST3910039
automated_system
null
157,049.66
ilorin
6,102,506,824,526
16.116.211.185
resolved
monitoring
11.964324
2025-09
FRD00049841
2025-09-11 01:32:00
call_forwarding_fraud
Glo
2,349,056,981,548
CUST4500384
customer_report
null
91,916.34
kaduna
841,258,984,531,580
207.87.144.231
investigating
monitoring
11.428645
2025-09
FRD00049842
2025-09-04 21:13:00
premium_rate_fraud
9mobile
2,348,171,948,701
CUST2276179
customer_report
null
0
kano
959,225,028,499,345
56.195.138.49
resolved
sim_blocked
0
2025-09
FRD00049843
2025-09-19 16:32:00
account_takeover
Glo
2,348,058,265,760
CUST9837849
automated_system
null
223,054.06
lagos
931,628,643,478,911
201.81.214.19
false_positive
sim_blocked
12.315174
2025-09
FRD00049844
2025-09-02 16:35:00
imei_spoofing
MTN
2,348,160,897,682
CUST1202285
manual_review
null
0
onitsha
470,390,390,834,545
146.225.243.186
confirmed
account_suspended
0
2025-09
FRD00049845
2025-09-12 21:59:00
imei_spoofing
Airtel
2,347,015,463,301
CUST5343609
pattern_analysis
null
0
onitsha
680,280,393,906,971
138.125.184.127
resolved
monitoring
0
2025-09
FRD00049846
2025-09-07 07:49:00
imei_spoofing
Glo
2,348,072,718,888
CUST4344223
automated_system
null
0
kano
345,223,295,906,512
222.144.204.166
false_positive
account_suspended
0
2025-09
FRD00049847
2025-09-02 23:00:00
identity_theft
MTN
2,349,068,445,109
CUST6327395
pattern_analysis
null
0
jos
226,911,823,809,642
100.60.236.213
confirmed
account_suspended
0
2025-09
FRD00049848
2025-09-07 16:21:00
phishing
9mobile
2,348,094,119,752
CUST6084109
manual_review
null
0
kaduna
129,886,963,185,166
177.171.104.193
resolved
no_action
0
2025-09
FRD00049849
2025-09-17 08:03:00
identity_theft
MTN
2,348,168,910,721
CUST2248229
automated_system
null
0
benin city
32,000,424,424,303
105.135.123.89
investigating
sim_blocked
0
2025-09
FRD00049850
2025-09-09 06:00:00
call_forwarding_fraud
Glo
2,349,059,573,737
CUST5400210
manual_review
null
98,215.28
lagos
142,512,582,714,266
63.111.237.229
investigating
monitoring
11.494927
2025-09
FRD00049851
2025-09-11 13:12:00
sim_swap
Airtel
2,348,128,169,288
CUST9171243
automated_system
null
0
port harcourt
480,937,148,004,759
252.189.159.225
false_positive
sim_blocked
0
2025-09
FRD00049852
null
phishing
Airtel
2,348,121,007,297
CUST8496043
customer_report
null
0
abeokuta
972,323,677,303,962
164.42.7.235
resolved
sim_blocked
0
null
FRD00049853
2025-09-20 14:07:00
account_takeover
Airtel
2,348,129,463,494
CUST1447028
pattern_analysis
null
330,406.19
benin city
526,789,257,569,230
78.57.91.254
investigating
monitoring
12.708081
2025-09
FRD00049854
2025-09-20 23:26:00
sim_swap
9mobile
2,348,170,437,967
CUST6934478
automated_system
null
0
benin city
562,731,442,369,168
225.178.35.34
confirmed
sim_blocked
0
2025-09
FRD00049855
2025-09-17 14:58:00
call_forwarding_fraud
MTN
2,348,132,170,492
CUST5011963
automated_system
null
0
lagos
214,192,468,235,089
219.219.240.3
investigating
no_action
0
2025-09
FRD00049856
2025-09-27 14:59:00
identity_theft
MTN
2,349,064,982,215
CUST4732599
customer_report
null
0
enugu
771,438,551,994,846
164.103.165.13
confirmed
account_suspended
0
2025-09
FRD00049857
2025-09-26 18:52:00
sim_swap
Airtel
2,348,128,362,886
CUST3601110
automated_system
null
0
lagos
644,911,607,434,708
76.199.87.225
resolved
sim_blocked
0
2025-09
FRD00049858
2025-09-14 20:48:00
identity_theft
Airtel
2,347,086,735,246
CUST8119334
manual_review
null
0
enugu
577,220,658,990,816
1.235.243.72
confirmed
account_suspended
0
2025-09
FRD00049859
2025-09-01 02:48:00
call_forwarding_fraud
Airtel
2,349,010,218,967
CUST6032388
automated_system
null
0
abuja
631,385,038,086,256
35.120.24.153
confirmed
account_suspended
0
2025-09
FRD00049860
2025-09-23 14:48:00
call_forwarding_fraud
Glo
2,349,058,100,540
CUST7535291
manual_review
null
7,161.89
jos
967,090,343,463,306
218.43.232.210
resolved
monitoring
8.876669
2025-09
FRD00049861
2025-09-16 13:47:00
imei_spoofing
MTN
2,348,136,315,795
CUST6629999
customer_report
null
0
aba
669,162,755,603,903
43.207.56.26
resolved
sim_blocked
0
2025-09
FRD00049862
2025-09-23 09:01:00
call_forwarding_fraud
MTN
2,348,065,179,790
CUST9583681
manual_review
null
0
benin city
975,643,678,964,998
128.71.178.157
resolved
sim_blocked
0
2025-09
FRD00049863
2025-09-27 13:36:00
sim_swap
Airtel
2,349,027,071,162
CUST1355419
manual_review
null
0
jos
687,343,949,951,958
246.72.66.96
false_positive
sim_blocked
0
2025-09
FRD00049864
2025-09-06 08:05:00
imei_spoofing
MTN
2,347,035,298,735
CUST2782261
automated_system
null
0
warri
81,934,458,813,807
209.121.65.8
resolved
account_suspended
0
2025-09
FRD00049865
2025-09-29 19:50:00
subscription_fraud
MTN
2,348,034,232,483
CUST2497457
automated_system
null
158,352.31
lagos
959,636,530,019,566
240.117.197.76
investigating
account_suspended
11.972584
2025-09
FRD00049866
2025-09-04 15:02:00
imei_spoofing
MTN
2,348,032,280,018
CUST9122268
automated_system
null
0
calabar
529,117,368,955,781
58.145.227.150
false_positive
sim_blocked
0
2025-09
FRD00049867
2025-09-02 11:54:00
subscription_fraud
Glo
2,348,057,640,313
CUST6235829
automated_system
null
329,898.46
jos
951,285,967,702,641
46.89.70.12
resolved
monitoring
12.706543
2025-09
FRD00049868
2025-09-08 10:54:00
account_takeover
Airtel
2,348,122,201,092
CUST6537279
automated_system
null
322,935.74
kaduna
542,796,594,948,457
107.174.188.138
confirmed
account_suspended
12.685212
2025-09
FRD00049869
2025-09-01 02:08:00
identity_theft
Airtel
2,348,123,356,971
CUST8174043
automated_system
null
0
aba
193,170,186,936,196
205.134.223.25
confirmed
account_suspended
0
2025-09
FRD00049870
2025-09-21 14:19:00
imei_spoofing
MTN
2,347,069,669,135
CUST4508466
automated_system
null
0
lagos
159,870,455,553,789
131.210.162.138
resolved
sim_blocked
0
2025-09
FRD00049871
2025-09-17 20:05:00
call_forwarding_fraud
MTN
2,348,037,395,936
CUST4035878
automated_system
null
3,403.62
kaduna
504,087,043,843,437
193.99.247.134
confirmed
account_suspended
8.132889
2025-09
FRD00049872
2025-09-06 13:49:00
call_forwarding_fraud
Airtel
2,348,081,232,012
CUST4750432
automated_system
null
0
enugu
818,731,598,248,212
186.237.33.86
confirmed
no_action
0
2025-09
FRD00049873
2025-10-01 02:27:00
premium_rate_fraud
MTN
2,349,066,346,932
CUST1795563
manual_review
null
0
benin city
488,597,271,506,350
156.160.100.201
confirmed
account_suspended
0
2025-10
FRD00049874
2025-09-30 22:04:00
identity_theft
MTN
2,348,030,487,878
CUST3391338
automated_system
null
0
jos
795,595,874,211,722
15.8.11.152
confirmed
sim_blocked
0
2025-09
FRD00049875
null
subscription_fraud
Airtel
2,347,010,405,431
CUST3933823
automated_system
null
169,918.8
jos
500,784,984,341,183
118.177.75.12
investigating
sim_blocked
12.043082
null
FRD00049876
2025-09-04 08:50:00
imei_spoofing
MTN
2,347,067,158,072
CUST4144432
automated_system
null
0
calabar
65,600,907,424,836
86.12.18.33
resolved
account_suspended
0
2025-09
FRD00049877
2025-09-23 14:43:00
account_takeover
9mobile
2,349,098,222,289
CUST6198165
customer_report
null
0
kano
566,412,458,739,181
138.129.205.252
resolved
account_suspended
0
2025-09
FRD00049878
2025-09-02 10:30:00
subscription_fraud
Airtel
2,349,079,666,602
CUST1599488
customer_report
null
354,650.53
port harcourt
777,205,039,917,297
171.149.121.149
resolved
no_action
12.778891
2025-09
FRD00049879
2025-10-01 08:19:00
subscription_fraud
Airtel
2,348,120,927,977
CUST4337242
manual_review
null
88,733.91
lagos
925,850,213,355,995
155.31.189.248
confirmed
monitoring
11.393409
2025-10
FRD00049880
2025-09-15 11:27:00
account_takeover
Airtel
2,349,014,049,718
CUST3224940
manual_review
null
472,977.47
ilorin
807,249,209,471,921
172.245.238.14
confirmed
account_suspended
13.066805
2025-09
FRD00049881
2025-09-04 17:43:00
call_forwarding_fraud
Glo
2,349,051,425,683
CUST8230275
customer_report
null
0
lagos
987,464,210,133,573
230.64.210.206
resolved
no_action
0
2025-09
FRD00049882
2025-09-03 14:27:00
call_forwarding_fraud
Airtel
2,347,013,072,611
CUST1339862
manual_review
null
0
abuja
989,611,596,682,991
110.174.204.58
confirmed
account_suspended
0
2025-09
FRD00049883
2025-09-14 07:10:00
account_takeover
Airtel
2,349,028,065,564
CUST8071529
manual_review
null
0
ibadan
777,046,806,134,758
153.71.166.214
confirmed
monitoring
0
2025-09
FRD00049884
2025-09-15 08:42:00
sim_swap
Airtel
2,347,087,046,672
CUST3337768
automated_system
null
0
benin city
486,235,982,894,883
206.148.111.130
resolved
account_suspended
0
2025-09
FRD00049885
2025-09-19 07:51:00
call_forwarding_fraud
MTN
2,348,138,768,084
CUST6310971
automated_system
null
0
enugu
513,135,672,318,406
67.11.94.35
investigating
monitoring
0
2025-09
FRD00049886
2025-09-05 11:54:00
call_forwarding_fraud
Airtel
2,347,080,249,241
CUST9302435
manual_review
null
332,080.64
ilorin
670,290,886,478,004
57.255.243.9
investigating
account_suspended
12.713136
2025-09
FRD00049887
2025-09-28 15:04:00
sim_swap
Airtel
2,349,077,963,564
CUST7780021
automated_system
null
0
kano
513,869,910,078,696
60.149.56.53
confirmed
account_suspended
0
2025-09
FRD00049888
2025-09-02 08:28:00
identity_theft
MTN
2,348,139,480,456
CUST7552478
manual_review
null
0
abeokuta
641,552,221,116,329
252.118.236.115
resolved
sim_blocked
0
2025-09
FRD00049889
2025-09-21 21:38:00
subscription_fraud
MTN
2,348,163,123,075
CUST7851602
pattern_analysis
null
349,646.71
warri
174,758,120,180,634
111.17.131.50
confirmed
monitoring
12.764681
2025-09
FRD00049890
2025-09-14 00:29:00
call_forwarding_fraud
Glo
2,349,059,856,799
CUST7981528
automated_system
null
0
kaduna
537,456,372,923,385
229.40.227.251
resolved
sim_blocked
0
2025-09
FRD00049891
2025-09-14 16:01:00
sim_swap
MTN
2,349,033,663,046
CUST6846720
customer_report
null
0
warri
201,583,841,295,285
62.88.219.61
confirmed
account_suspended
0
2025-09
FRD00049892
null
phishing
Airtel
2,347,010,964,597
CUST1997917
pattern_analysis
null
139,593.76
port harcourt
157,511,441,980,247
198.170.237.224
resolved
monitoring
11.846499
null
FRD00049893
2025-09-13 12:44:00
call_forwarding_fraud
Glo
2,348,152,468,036
CUST2393947
automated_system
null
0
kaduna
504,304,085,353,832
51.78.142.178
confirmed
sim_blocked
0
2025-09
FRD00049894
2025-09-29 08:49:00
subscription_fraud
Airtel
2,347,017,295,385
CUST8240354
automated_system
null
44,277.13
ibadan
259,429,454,721,901
240.208.91.221
investigating
account_suspended
10.698246
2025-09
FRD00049895
2025-09-29 02:29:00
call_forwarding_fraud
Glo
2,349,051,952,647
CUST7848521
manual_review
null
0
calabar
980,359,059,990,860
167.214.118.3
resolved
account_suspended
0
2025-09
FRD00049896
2025-10-01 19:49:00
call_forwarding_fraud
Airtel
2,348,085,948,617
CUST2814418
automated_system
null
0
kano
230,740,529,697,292
99.224.157.117
confirmed
no_action
0
2025-10
FRD00049897
2025-10-01 15:01:00
account_takeover
MTN
2,348,164,503,832
CUST4527071
automated_system
null
198,011.47
onitsha
241,516,317,506,546
234.102.40.102
confirmed
no_action
12.196085
2025-10
FRD00049898
2025-09-09 13:26:00
sim_swap
MTN
2,347,032,234,600
CUST4257225
customer_report
null
0
benin city
585,308,621,194,967
159.203.66.135
resolved
account_suspended
0
2025-09
FRD00049899
2025-09-16 01:49:00
call_forwarding_fraud
Airtel
2,349,028,952,702
CUST9574130
automated_system
null
0
onitsha
279,696,927,563,066
119.58.198.57
confirmed
account_suspended
0
2025-09
FRD00049900
2025-09-16 19:24:00
premium_rate_fraud
Airtel
2,349,023,305,624
CUST1829098
customer_report
null
0
enugu
300,259,776,808,576
77.167.152.95
investigating
account_suspended
0
2025-09