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Feature #635: Agentic Fraud Detection#643

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BHUVANSH855 merged 2 commits into
AnthropicBots:mainfrom
BhakktiGautam:feature/agentic-fraud-detection
Jul 7, 2026
Merged

Feature #635: Agentic Fraud Detection#643
BHUVANSH855 merged 2 commits into
AnthropicBots:mainfrom
BhakktiGautam:feature/agentic-fraud-detection

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@BhakktiGautam

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Feature #635: Agentic Fraud Detection - 7,851% YoY Traffic Growth

Problem

Agentic AI traffic grew 7,851% YoY. Traditional fraud detection fails on agentic traffic - rapid checkout by AI agents looks like fraud but is legitimate.

Fixes Implemented

1. Trust-Based Evaluation

  • ✅ Move beyond binary bot-or-not
  • ✅ Agent-aware decisioning
  • ✅ Unknown provider detection

2. Agent Identity Validation

  • ✅ Cryptographic signatures
  • ✅ Provenance verification
  • ✅ Granular agent policies

3. Agent-Aware Risk Signals

  • ✅ Unknown provider tracking
  • ✅ Unsigned agent detection
  • ✅ Interaction timing anomalies

Files Added

  • backend/services/agenticFraudDetectionService.js
  • backend/middleware/agenticFraudMiddleware.js
  • backend/sql/agentic_fraud_detection.sql

**Fixes #635 | Ready for review **

- Add trust-based evaluation
- Add agent identity validation
- Add agent-aware risk signals
- Add provider verification

Fixes: AnthropicBots#635
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vercel Bot commented Jul 6, 2026

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@BhakktiGautam is attempting to deploy a commit to the Bhuvansh's projects Team on Vercel.

A member of the Team first needs to authorize it.

@hydra-maintainer

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💡 Suggested reviewers based on relevant file history: @zaibamachhaliya, @om-dev007

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🔴 PR Health Score: 30/100

This PR's health score is below the 75/100 threshold for a healthy label.

Status Signal
Test coverage
Linked issue
PR description (≥50 chars)
DCO sign-off
⬜ 0 approval(s) Approvals
Diff size < 400 lines

Improving these signals will help reviewers engage faster and raise your score. 💪

@BHUVANSH855 BHUVANSH855 added SSoC26 Program label for Social Summer of Code Season 5. Merge Conflicts. PR has merge time conflicts, update your local branch and then re commit with updated changes. labels Jul 7, 2026
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💡 Suggested reviewers based on relevant file history: @zaibamachhaliya, @jikrana1

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🔴 PR Health Score: 30/100

This PR's health score is below the 75/100 threshold for a healthy label.

Status Signal
Test coverage
Linked issue
PR description (≥50 chars)
DCO sign-off
⬜ 0 approval(s) Approvals
Diff size < 400 lines

Improving these signals will help reviewers engage faster and raise your score. 💪

@BhakktiGautam

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@BHUVANSH855 Resolved the merge conflicts.

@BHUVANSH855 BHUVANSH855 added action: merge Pull Request is ready for merge. Hard Program's points label. and removed health: 🔧 needs work Merge Conflicts. PR has merge time conflicts, update your local branch and then re commit with updated changes. labels Jul 7, 2026
@BHUVANSH855 BHUVANSH855 merged commit c3638c8 into AnthropicBots:main Jul 7, 2026
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7,851% YoY Agentic Traffic Growth - No Agent-Specific Fraud Detection

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