Admin Panel

Fraud pipeline operations — Last refreshed 18:58:36 UTC

Pipeline Active

Flagged Queue

Scans awaiting human review

143 critical
+5 since 06:00

Approval Rate (24h)

Approved / total submitted

87.4%1,203 scans
-1.2% vs yesterday

Fraud Events (24h)

Total pipeline rejections

23462 Layer 6 (AI)
+18% vs yesterday

Banned Users

Accounts permanently banned

472 banned today
Lifetime total

GPS Coverage

Scans with valid GPS data

71.2%856 with GPS
+3.4% vs last week

Pipeline Layer Hit Rates

Fraud events by layer — last 24 hours

282 total

Live Fraud Events

Latest pipeline triggers

Live
L2EXIF

EXIF_TIMESTAMP_STALE

tg:7291034

30%2m ago
L6AI Vision

AI_GENERATED_IMAGE

tg:4483920

90%4m ago
L3SHA-256

EXACT_DUPLICATE_OTHER

tg:8821047

80%7m ago
L1Rate Limit

RATE_LIMIT_EXCEEDED

tg:3310284

25%11m ago
L7Behavioral

NEW_ACCOUNT_BURST

tg:6649102

75%14m ago
L4pHash

PERCEPTUAL_DUPLICATE

tg:1194738

35%18m ago
L5Fingerprint

MULTI_ACCOUNT_DEVICE

tg:9920311

50%22m ago
L6AI Vision

AI_NO_WASTE_DETECTED

tg:5562847

40%29m ago

Flagged Scan Queue

8 scans awaiting human review

Scan IDUserSubmittedFraud ScoreTrigger LayerRejection CodeMaterialGPS SourcePrior ScansActions
sc_7f3a9b2c

@petrov_recycles

91.5% approval

18:41:2272%L2EXIFEXIF_TIMESTAMP_STALEplastic84% confexif
47 scans
sc_2c8f1a4e

@green_maria_kz

83.3% approval

18:37:0558%L4pHashPERCEPTUAL_DUPLICATEpaper77% conftelegram
12 scans
sc_a91d4e7f

@dmitri_eco

66.7% approval

18:29:4465%L5FingerprintMULTI_ACCOUNT_DEVICEglass91% confnone
3 scans
sc_3e7b2c9d

@fatima_uzbk

78.6% approval

18:22:1151%L7BehavioralVELOCITY_SPIKEmetal69% conftelegram
28 scans
sc_8c1f5d3a

@recycle_andrei

57.1% approval

18:15:3374%L6AI VisionAI_NO_WASTE_DETECTEDunknown43% confnone
7 scans
sc_4d2e8b1c

@olena_kyiv

94.5% approval

18:08:5762%L1Rate LimitRATE_LIMIT_EXCEEDEDplastic88% confexif
91 scans
sc_9b4c7f2e

@sergei_bottles

60% approval

17:59:1455%L7BehavioralNEW_ACCOUNT_BURSTorganic73% conftelegram
5 scans
sc_5e3a1d9c

@aisha_almaty

84.2% approval

17:51:4869%L3SHA-256EXACT_DUPLICATE_OTHERpaper92% confexif
19 scans

Fraud Events Log

All pipeline triggers — today

LayerEvent CodeScan IDTelegram IDFraud ScoreDetailTime
L6AI VisionAI_GENERATED_IMAGEsc_2f8b1e4atg:448392090%{"is_ai_generated":true}18:54:12
L3SHA-256EXACT_DUPLICATE_OTHERsc_7c3d9f2btg:882104780%{"original_scan":"sc_1a2b3c"}18:52:38
L7BehavioralNEW_ACCOUNT_BURSTsc_4e1a8c7dtg:664910275%{"scans_in_first_hour":8}18:49:05
L2EXIFEXIF_TIMESTAMP_STALEsc_9b2f5e1ctg:729103430%{"exif_age_minutes":42}18:47:21
L5FingerprintMULTI_ACCOUNT_DEVICEsc_6d4c2a8ftg:331028450%{"device_account_count":4}18:44:58
L1Rate LimitRATE_LIMIT_EXCEEDEDsc_1e7b3d9atg:992031125%{"window":"hourly","count":11}18:42:33
L4pHashPERCEPTUAL_DUPLICATEsc_8c5f2b4etg:119473835%{"hamming_distance":3}18:39:17
L6AI VisionAI_LOW_CONFIDENCEsc_3a9d1c7ftg:556284720%{"confidence":0.41}18:36:44
L7BehavioralGPS_CLUSTER_DETECTEDsc_5f2e8b1dtg:224719345%{"cluster_radius_m":4.2}18:33:09
L2EXIFEXIF_MISSINGsc_7a4c3e9btg:883462110%{"exif_present":false}18:30:55

Showing 10 of 10 events