On Private Knowledge Retrieval and Private Inference for Multi-Agent Systems

# On Private Knowledge Retrieval and Private Inference for Multi-Agent Systems

https://gcdradar.vercel.app/incidents/on-private-knowledge-retrieval-and-private-inference-for-mul · AIR-2026-1913 · live

- Lane: Research
- Severity: 1 (Research / proof of concept): Research paper demonstrating an attack with no known exploitation.
- Fix status: Fix status unknown
- First reported: 2026-11-11
- AI role: Attack on AI

## Summary

Researchers explore memory poisoning and security vulnerabilities within multi-agent systems built on large language models. The study details attack vectors targeting agent knowledge and retrieval components.

## What to do

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

## Latest updates

- 2026-11-11: On Private Knowledge Retrieval and Private Inference for secure multi-agent systems (https://arxiv.org/abs/2611.13696)

## Sources

- 2026-11-11 arXiv: On Private Knowledge Retrieval and Private Inference for secure multi-agent systems https://arxiv.org/abs/2611.13696

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