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timestamp
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2024-08-25 16:29:31
2025-08-25 16:29:31
description
stringclasses
150 values
risk_label
stringclasses
4 values
9165799e-62dd-481d-a065-83eaa894bb6f
4b9eb039-e1c4-4544-a6e8-fd1c9a9e2ba2
2024-11-04T16:29:31.191753
Reporting inflated logistics costs
Merchant-side Incentive Fraud
903d0687-7927-4eb3-a04c-c8719013ebf3
8d1941e7-54f5-4315-8bfd-da6149ad1d20
2025-07-28T16:29:31.053788
Creating artificial defects
Return & Refund Abuse
46432e92-0d3f-479f-a9e8-1d29d0858460
6fee2bd6-038e-494f-9b75-66abaab9fd16
2025-08-14T16:29:31.057688
Fake photo evidence for refund
Return & Refund Abuse
f03185bf-e0a0-4818-bde9-e3133a2a5e56
36d5ad26-448e-4ab5-b6bf-89b67c6598c5
2025-04-16T16:29:31.133842
Influencer review manipulation
Unknown
8b4488e9-74d3-47e5-a808-3736297f93c1
42a2287c-bc2d-4dc5-89ed-8349da492257
2025-07-06T16:29:31.110960
Returning accessories-only instead of full item
Return & Refund Abuse
f5166cbd-f785-4e89-897a-da1dec0687f1
49a0ae4c-1fd2-4d47-abe8-3d77235d3d8a
2025-02-10T16:29:31.138428
Over-reporting campaign success
Merchant-side Incentive Fraud
88ba1890-3ed6-4c92-ba46-a3839da95b41
5506d78e-e00f-4bd0-b550-da872a09213e
2025-06-22T16:29:31.153723
Exploiting abandoned cart offers
Incentive Abuse
7c42e335-6f9e-4725-bef6-ba751c6c4d1d
970fff1e-2960-4087-9a69-e6b20736321d
2025-01-30T16:29:31.125728
Redeeming invalid coupons through API tampering
Incentive Abuse
0df99374-b959-4160-83be-a1b358e11c35
8fd3247c-92e2-491e-85b6-e2cf0035cfe3
2025-08-21T16:29:31.138407
Exploiting affiliate payout systems
Merchant-side Incentive Fraud
51e27549-ff7d-4809-91b1-0a13127038a6
424f9580-d1c3-419a-9ed7-37d16413f7b2
2025-07-21T16:29:31.129356
Exploiting liberal return policies
Return & Refund Abuse
cf2a054b-0dee-4ec6-8639-2ce957b139db
6a1a2414-1e65-47b7-b13b-fe804a3c04c2
2025-07-13T16:29:31.174813
Exploiting liberal return policies
Return & Refund Abuse
3aa9c345-3718-4e2e-bfba-7ba94047b468
3099a360-456a-41de-80d4-c4bf34b0f1c3
2025-04-27T16:29:31.100070
False claims of lost shipments
Merchant-side Incentive Fraud
b79d7e84-6347-418f-a4d2-f2d1aaeaea95
da35d130-8e21-4f60-8a3a-5b8304cf4bd5
2025-06-22T16:29:31.064015
Colluding with influencers for fake conversions
Merchant-side Incentive Fraud
e168727c-3c37-4942-b944-dcd0b71b5793
2d29ec15-6bf7-4a6a-a392-d29ce9ac2a2b
2024-11-02T16:29:31.181666
Sign-ups from proxy servers masking actual locations.
Unknown
de089181-59a3-4481-98de-9f75888fe1b3
e627257b-81e1-4d13-ad39-db50ae6f8ab1
2025-05-04T16:29:31.139743
Accounts created with mismatched billing and shipping details.
Unknown
c522b21e-9890-4e76-82ae-11463f83511c
70d94cd4-7258-430f-ac62-d24a28e32bd9
2024-09-26T16:29:31.081988
Generating adaptive fake reviews with LLMs
Unknown
25b35b4b-3fed-4294-b8c5-6a2ff3e15566
5371204d-0e97-43b6-a0a3-a0451d1665ea
2024-10-13T16:29:31.096865
Claiming refunds after partial use
Return & Refund Abuse
b2045b6d-3205-451f-becc-1ed2f563799f
b598c7d1-39ec-4f11-b4f1-ebc492edc22e
2025-04-01T16:29:31.070159
Bots scraping discount codes
Incentive Abuse
da6e89b2-dccc-46d1-8998-6b9a9970c7c9
1e41371f-e9af-4fc1-b2ab-dfd26046ba67
2024-10-29T16:29:31.141205
Forging courier receipts
Return & Refund Abuse
6c147666-d60c-435d-a6c9-ed9101b1af5e
da38b6bf-0bdc-41ab-b23d-0bdbbc6941f8
2025-04-03T16:29:31.157640
Switching regions to abuse geo-based offers
Incentive Abuse
8c56eb13-ba30-47a8-9f15-82de23f76b7b
321106cc-ce82-4729-8d83-499403a8071b
2024-09-27T16:29:31.142184
Gaming loyalty points by fake transactions
Incentive Abuse
d5ffd573-51a5-467b-8f31-d5d0875d52bd
4b507923-5dc6-46eb-8b56-a8b7616283e8
2025-07-07T16:29:31.086319
Shipping counterfeit products as returns
Return & Refund Abuse
135fcf9e-a1d2-47e5-b9b2-75b38a241d12
de53ce9b-e1fa-40d3-b1aa-acf77c1304de
2025-07-28T16:29:31.074954
Multiple accounts created from the same IP address in 1 hour.
Unknown
ef3108ab-2f81-49e9-a7dc-6dc6fd454ac2
570914d9-9bed-4bcc-af5d-b0246e01d97b
2025-06-28T16:29:31.123500
Accounts flagged for unusual shipping addresses patterns.
Unknown
4e168f3e-2a80-44e9-b283-b2bec5b4c365
8ea055fb-680b-42e1-b841-de69ded65db8
2025-08-24T16:29:31.051321
Returning fake items instead of originals
Return & Refund Abuse
8262bdf1-38b5-4fc7-9a7b-c50b24bcc5e3
c78f5e6d-b9d4-4ccf-9ec5-14cd67115e9a
2025-02-05T16:29:31.093501
Refusing COD delivery and still claiming refund
Return & Refund Abuse
fade41d5-9f56-4743-86b1-85fe4823a1aa
058f74e7-bb6a-47c5-ae20-2f8e0aef9b72
2025-06-01T16:29:31.133580
Using bots to trigger incentive thresholds
Merchant-side Incentive Fraud
1b475737-e58b-4efa-857c-6b1867a95e47
84a824c1-a01a-4961-be9e-225930b423ae
2025-06-11T16:29:31.062125
Abusing internal staff accounts for bonuses
Merchant-side Incentive Fraud
c57e6434-23d1-456b-9e36-d1c96e5a20a4
baca6ee9-a1d0-40bf-8706-c7d7eb05eb36
2025-07-18T16:29:31.142303
Sign-ups from known blacklisted IP addresses.
Unknown
b20b48ee-c7a7-4b20-9381-db9b21298860
d3ac59e1-0e1f-4085-ad84-056623a75cc9
2024-11-30T16:29:31.189853
Manipulating bundle discounts
Incentive Abuse
ede91123-b51e-406b-9271-431f36467992
e33a9dd4-194a-400c-8683-5f74a82b2d78
2025-08-22T16:29:31.137412
Chaining wallets for perpetual cashback
Incentive Abuse
9bf30609-94b2-47ea-ae33-42050cf883f5
b9563a56-ce93-480b-8a9f-c24eef8a48e3
2024-09-26T16:29:31.156889
Self-funded discounts to trigger platform rewards
Merchant-side Incentive Fraud
b0d0c685-653b-4e2e-86eb-aceee951ed6c
a9469669-6936-4bf5-8c7e-fae7f1d466af
2024-12-15T16:29:31.194942
Users creating accounts with suspiciously similar passwords.
Unknown
edbe0780-c6ea-4b67-af0e-52b616a9b2bd
d68cb578-8ead-4ec2-a08f-07bb3bf3e6e5
2025-03-07T16:29:31.176515
Review bombing competitors
Unknown
06f976b2-9e5d-4f8d-aaa7-a22b6f0854d7
8244cb1c-5cc2-4f1e-b2a8-73e3a6db5f10
2025-04-24T16:29:31.079949
Abusing commission structures
Merchant-side Incentive Fraud
ed4f1ca3-b4ef-47ef-ad4b-fd7cf3ee7868
a5a6e947-4603-4499-93b3-7d3e60afe471
2025-03-14T16:29:31.093403
Abusing ‘no questions asked’ refunds
Return & Refund Abuse
9cdcd23c-da1d-464f-96a7-33cefc0b32b4
37ed6522-04d4-4fa5-bb68-043b310f638b
2024-09-20T16:29:31.059871
Creating fake promotions to boost rank
Merchant-side Incentive Fraud
f0a63f12-5cd8-4104-bbd1-497ce6466b7b
5a06270c-44ba-4a7d-b960-b508a1c87c5f
2025-01-05T16:29:31.065718
Sign-ups with fake email domains and invalid phone numbers.
Unknown
2fa77873-1408-4637-90de-23bafe0cc625
7fdf1815-3997-4557-8121-b9ec149ef94b
2025-03-26T16:29:31.167115
Gaming loyalty points by fake transactions
Incentive Abuse
9485eb3f-bcc2-474d-9f8b-8acc095c7f9d
ef1fafb1-b465-4383-bb1c-cfd9fa560a9b
2025-08-20T16:29:31.089075
Exploiting currency conversion loopholes
Incentive Abuse
f55e99db-0732-46e6-b002-e4187c6f9685
ad66387c-4c6f-4b96-ac6c-cf22820f2dd5
2024-10-15T16:29:31.187866
Triggering refunds while keeping incentives
Merchant-side Incentive Fraud
a494dd75-5af2-4b6b-bd5b-6c0cd884d515
66563062-a0e3-4760-a0ab-102ec8b8096b
2025-07-11T16:29:31.082529
Multiple failed verification attempts during registration.
Unknown
eb3b25f3-9d5e-4636-8073-021d8ae0324b
f70c0cbf-1f4f-4523-b7c9-ed77723889a4
2025-05-05T16:29:31.181739
Rapid registration of accounts followed by immediate order cancellations.
Unknown
5dad8f1d-3fbb-40a6-acbd-5964577a6287
dddadd7e-0a78-49fb-8bce-2f7a498df669
2025-02-11T16:29:31.140104
Colluding with influencers for fake conversions
Merchant-side Incentive Fraud
9f2c2057-5b2f-4386-bda4-65a44de07936
a4ed26ea-9eea-474c-a722-4b718ec5d607
2024-11-04T16:29:31.092425
Creating artificial defects
Return & Refund Abuse
ae02e328-5f6e-4ad7-81b1-bcbcfd2b800a
63a551fa-f908-4083-8bf5-02f113cc38c2
2025-01-01T16:29:31.120954
Colluding with influencers for fake conversions
Merchant-side Incentive Fraud
74d4a883-a2ff-42cf-b0d4-8988b7fc4f84
7f37d4c9-4008-46bc-9945-5f1202d552b9
2024-11-18T16:29:31.127831
Using stolen identities for promo exploitation
Incentive Abuse
132e1686-b49d-4c32-8430-b31ffbf743c6
8736ed72-a9a1-483e-b526-9895ec0367ad
2025-04-23T16:29:31.158549
Gaming loyalty points by fake transactions
Incentive Abuse
9ebe7e6f-7462-4131-99d9-b59365756db5
7d20b714-2890-4c9d-b98b-5a8400669413
2025-07-13T16:29:31.067000
Falsifying damaged-in-transit reports
Return & Refund Abuse
63bc9529-c449-41ce-9ff6-e272bcc43d02
f5383d54-e15b-4945-8ab0-1245f9f08cbf
2025-06-28T16:29:31.117867
Submitting invalid rebate claims
Merchant-side Incentive Fraud
305e115e-dbe0-44e8-a8d8-e42151ad462e
24c1a802-44df-44a5-aa4b-12aa1bd671a4
2024-10-29T16:29:31.180206
Issuing ghost invoices
Merchant-side Incentive Fraud
20e84e45-92ab-45a4-917f-48c37e8f6084
dfd0f32b-09a7-4e16-a837-3d72428245ea
2025-04-26T16:29:31.082730
Fake traffic generation for rewards
Merchant-side Incentive Fraud
89641c30-824b-421a-a49b-7f31422c2e05
de26a3a0-dd09-4f47-9fa5-4d97a10d7200
2024-12-15T16:29:31.178207
Multiple accounts linked to the same payment method.
Unknown
110b84ad-ef28-4a54-a046-a19a27c62ef8
90da6948-03d7-4b2f-a831-822789676e73
2024-10-09T16:29:31.141655
Paid video review scams
Unknown
b6534ffc-4dbe-46a3-8e29-398493281407
8e7d7cdb-435e-48f0-944e-f27a668f619b
2025-02-24T16:29:31.059828
Claiming refunds without actual return
Return & Refund Abuse
412f3663-42d5-4d24-979e-596d9a084ca9
43100191-04fa-4de4-aed3-bee45af87917
2025-03-15T16:29:31.071227
Claiming refunds after partial use
Return & Refund Abuse
832c38c8-7e5a-4300-ada6-d53c85cb9d55
2cca29dd-2487-40d6-907d-5aa8100edd9a
2024-12-09T16:29:31.138622
Sign-ups from known blacklisted IP addresses.
Unknown
ddab8ce9-c000-4dd7-a23a-aa7d8843bf5f
4d544242-348d-436d-9b6c-e5ae7d79c9bb
2025-03-07T16:29:31.095201
Crowdsourced review rings
Unknown
04114eeb-4638-43ef-95db-4f7e621f2e75
148f3870-f840-4d76-a402-686f60bcf9ba
2025-06-24T16:29:31.117704
Abusing warranty replacement repeatedly
Return & Refund Abuse
aff76c17-450b-4ab1-b5ac-5c8e814c74d8
8250289d-fcb1-4f44-ada4-9f8f05b31057
2024-09-02T16:29:31.097097
Abusing warranty replacement repeatedly
Return & Refund Abuse
e4c44947-4335-4db4-b02b-ebc7f73ef4b0
c8617bf9-226b-4c38-a790-df2e98b37ecb
2025-03-15T16:29:31.088767
Fake referrals using bots
Incentive Abuse
8c6ad23b-c274-40b2-8d40-f6b70e74bbf5
e89aae88-8e14-4c99-a292-424f862973da
2024-10-14T16:29:31.050024
False claims of lost shipments
Merchant-side Incentive Fraud
3a6a55b9-043e-4b86-a8d8-dfe06420c11f
62a1a5f5-8c35-44be-b355-2f3f5fdb0e51
2025-01-31T16:29:31.128447
False advertising to get higher subsidies
Merchant-side Incentive Fraud
74dc2061-7abf-449c-a817-b40881f5580a
baf0d95c-03cb-4063-a87a-174be2fa503c
2025-07-05T16:29:31.105950
Using synthetic identities for reviews
Unknown
68591e75-afbb-48a7-8ae3-ab19930d02c5
b8cf2645-0819-49df-ba82-0a6986ae1f07
2025-05-19T16:29:31.194187
Same device registering multiple accounts in a short time.
Unknown
fecec44f-8ab3-4e15-be75-ae3f697ac323
887c5916-a3c7-494f-9405-14ca27be1d3d
2025-04-24T16:29:31.057601
Claiming refunds after partial use
Return & Refund Abuse
9f2eceff-4920-4572-a2f0-6be6497bcd53
114c9c93-304a-453e-92bb-97d05a0af53f
2024-11-24T16:29:31.062994
Collusion with buyers for fake purchases
Merchant-side Incentive Fraud
c26fbf8a-f4e4-4f23-8539-f84905af2e5d
beb9c717-c062-438a-8010-706243305f91
2025-03-10T16:29:31.123492
Fake student or senior discounts
Incentive Abuse
d969cded-785c-4ebb-96b3-a8293fc089ff
d8526842-bd8a-4413-b735-48d959395c83
2025-01-30T16:29:31.183835
Sign-ups with fake email domains and invalid phone numbers.
Unknown
44bb45fc-492d-4036-89c1-4feb0aa65b65
66db72b1-81c8-425d-97bb-100ea2dc97e6
2024-11-27T16:29:31.089741
Using bots to trigger incentive thresholds
Merchant-side Incentive Fraud
669b4a71-d01d-48b5-a290-c509473d5efa
687b8eec-7f3d-4133-adad-2f2284a65d83
2024-09-10T16:29:31.154905
Abusing marketing fund allocations
Merchant-side Incentive Fraud
568a51c3-5547-4906-9f47-aceb95b9c4ab
230b01b3-a18e-4bd5-890c-c096b9644a4a
2024-09-27T16:29:31.138066
Repeated late returns to maximize usage
Return & Refund Abuse
7091e0e9-e417-4a72-8699-a61cb266f97d
17ac958f-15f1-4f22-abd7-f63e8d104f2f
2025-05-30T16:29:31.166902
Users creating accounts with suspiciously similar passwords.
Unknown
9a36d916-825e-455f-b501-bde8596c66b8
2922e2ed-70bd-4be8-b8cb-f6b7c8eec836
2025-08-21T16:29:31.181023
False advertising to get higher subsidies
Merchant-side Incentive Fraud
fe160754-b69b-41be-8fd4-323326404ebc
b995e2d3-cf59-4a8c-8b1a-c1daad3e7034
2024-08-28T16:29:31.188632
Sign-ups from known blacklisted IP addresses.
Unknown
de75a235-e33b-472f-8668-3696b8ff9012
88c29ee2-f678-491f-82c0-bbb3d7806517
2025-03-01T16:29:31.072106
Returning accessories-only instead of full item
Return & Refund Abuse
1e85013c-450b-4526-b209-06097c1599f2
34f69c90-514b-447f-9369-3040ea943734
2024-11-17T16:29:31.093262
Cross-border return scams
Return & Refund Abuse
bbb4790f-7c39-4219-aeb9-5624434c6708
7e4d8927-ab27-472f-b610-28cd40a76bf2
2024-08-29T16:29:31.072155
Hijacking old reviews with edited content
Unknown
654de38e-a044-499a-b483-e33a273c27f6
10eee495-0333-46b6-9b6e-192c77865b46
2025-06-15T16:29:31.074410
Image manipulation in review photos
Unknown
22b9669c-1498-49cd-a1ed-b88199c85d17
739aa0e5-4494-4bd9-90f4-c5c556559dd4
2025-07-24T16:29:31.097916
Using bots to trigger incentive thresholds
Merchant-side Incentive Fraud
2c9249bf-3ea3-4a07-8c00-d28d07920f98
1b39faad-6a58-4211-9287-feedfd0cc3ed
2025-04-25T16:29:31.062821
Embedding promo codes in fake reviews
Unknown
5423249d-afad-49ec-b5ea-7716769a0070
b9d172ca-7476-47c8-92a1-87a68d965b16
2025-03-21T16:29:31.094249
Self-funded discounts to trigger platform rewards
Merchant-side Incentive Fraud
bb8b8af0-348a-45de-b977-ad36e7fbaf57
0463557d-2bc8-456a-8573-7420542f7a23
2025-06-04T16:29:31.155881
Over-reporting campaign success
Merchant-side Incentive Fraud
58effe36-7e68-4f08-8d22-07dbde7e10ba
eeeec68a-78cf-48c9-b1a0-dedc847f1432
2025-04-08T16:29:31.109658
Using refund abuse bots
Return & Refund Abuse
7b2b97c8-b9ac-4d87-9cb5-18ded588cdf8
6aed3f4f-07da-4881-9821-ef95c7dd6e08
2025-04-11T16:29:31.144835
Redeeming invalid coupons through API tampering
Incentive Abuse
d750da37-a480-44e9-9995-70823eea561c
540bb390-2c79-45f3-ba40-144da59d412d
2025-05-29T16:29:31.157714
Abusing warranty replacement repeatedly
Return & Refund Abuse
b8886899-b9e9-4506-b9d8-7c617150cfb9
9f0d513d-aaaa-45d6-b5e5-c30b16e11fda
2025-04-05T16:29:31.189874
Sentiment manipulation with NLP-based tools
Unknown
d8a216e4-03f4-42f8-b8ff-7599fe9415fa
586a2963-9892-430d-b4f9-acaad009b324
2025-06-29T16:29:31.067565
Exploiting product recall policies
Return & Refund Abuse
f1f50ff0-5a55-4b8e-9e2f-0d302d1c2dc3
f6088ebb-db32-4757-868d-0adab76ddb72
2025-02-04T16:29:31.139208
Artificially inflating GMV
Merchant-side Incentive Fraud
55e0eea2-5795-48df-a948-cafa660409e2
0726e53e-1cef-4e48-b3c0-08c821ff2994
2025-08-21T16:29:31.112640
Exploiting platform reimbursement bugs
Merchant-side Incentive Fraud
18d01d1a-40ca-487d-9cd5-c555f54cf208
b9b17db1-bb8b-4f2a-b6c3-b6b27ee38ec3
2025-07-21T16:29:31.118692
Exploiting affiliate payout systems
Merchant-side Incentive Fraud
14b2b92b-559b-42b1-8a44-1979b80ca487
bb0381b5-90c2-43ed-809e-eedf15630624
2025-03-11T16:29:31.111958
Using synthetic identities for reviews
Unknown
f2c9cf2d-3f61-4828-a0d0-7d8373514e0f
9144f1cf-f9b9-41f4-b229-423be2ed5494
2025-01-26T16:29:31.072801
Chaining wallets for perpetual cashback
Incentive Abuse
b8dcacd2-9f73-4f30-9234-bea282f5fbd1
f8f70474-01a5-46db-a374-ea0f33e8630e
2024-09-01T16:29:31.067494
Brushing (fake transactions for ranking)
Merchant-side Incentive Fraud
90c6dc50-59fd-4634-b9de-2089f4c41d62
78fa53b9-5748-486c-a863-21ac1e37f5a2
2025-06-28T16:29:31.152291
Forging shipping scans
Merchant-side Incentive Fraud
5a11c8fc-87d5-4aea-b53e-10a0e2bdb349
3f8702ab-4ce2-467b-9edb-37d0204a0f3b
2024-10-16T16:29:31.111000
Crowdsourced review rings
Unknown
3dc10b16-5a67-4d88-9134-cd60d4d883ec
adf6b354-ed10-4e6c-bf16-a33c7f8fa8ad
2025-05-01T16:29:31.176643
AI language models writing biased reviews
Unknown
99d626b9-566b-4c90-84a3-37567f6a3a51
076fb8c8-9e3c-4eca-b6ec-00f97f6fceae
2024-10-18T16:29:31.180076
Shipping counterfeit products as returns
Return & Refund Abuse
dfbc1900-a7c5-411a-be64-59f0269a3051
b9d18294-0389-4129-9300-da9d5e4047fa
2025-02-25T16:29:31.055490
Blockchain-verified review forgery
Unknown
51194a2f-b5d3-43e6-842e-a8c89317abf7
fbdb8832-8eef-4665-9666-6e00d5490ae9
2025-08-25T16:29:31.173683
Users creating accounts with suspiciously similar passwords.
Unknown
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