RAGLeak: Supply-Chain Privacy Backdoors in Retrieval-Augmented Generation

# RAGLeak: Supply-Chain Privacy Backdoors in Retrieval-Augmented Generation

https://gcdradar.vercel.app/incidents/ragleak-supply-chain-privacy-backdoors-in-retrieval-augmente · AIR-2026-1421 · closed 2026-11-03

- Lane: Research
- Severity: 1 (Research / proof of concept)
- Fix status: Fix status unknown
- First reported: 2026-10-20
- AI role: Attack on AI
- Products: RAGLeak

## Summary

Researchers introduced RAGLeak, a supply-chain privacy backdoor attack that extracts sensitive data from retrieval-augmented generation systems. The technique balances extraction fidelity and stealthiness better than previous prompt injection or backdoor methods.

## What to do

No action recorded; read the sources below and the vendor's advisory.

## Latest updates

- 2026-10-20: RAGLeak: Supply-Chain Privacy Backdoors in Retrieval-Augmented Generation (https://arxiv.org/abs/2610.25937)

## Sources

- 2026-10-20 arXiv: RAGLeak: Supply-Chain Privacy Backdoors in Retrieval-Augmented Generation https://arxiv.org/abs/2610.25937

Verify against the vendor's advisory before changing production. Data CC BY-SA 4.0, https://gcdradar.vercel.app.