INTEL_REPORT
arXiv — Cryptography & Security (cs.CR) · published 5/11/2026, 4:00:00 AM · TLP amber
Summary
Ingested excerpt (first ~500 chars of normalized text).
When Routine Chats Turn Toxic: Unintended Long-Term State Poisoning in Personalized Agents arXiv:2605.06731v1 Announce Type: new Abstract: Personalized LLM agents maintain persistent cross-session state to support long-horizon collaboration. Yet, this persistence introduces a subtle but critical security vulnerability: routine user-agent interactions can gradually reshape an agent's long-term state, inadvertently weakening future confirmation boundaries, expanding tool-use d…
https://arxiv.org/abs/2605.06731
sha256:49f2e979c73cfc63c6894ffb7a66650f0fffeda7f8343fca3f0cd2c231ce70fd
What we pulled out
Deterministic extractor (IOC + allowlisted tokens + ATT&CK IDs present in DB).
Indicators
Linked with report → mentions → indicator. Values open the indicator workspace.
No indicators linked for this report.
Malware families
Allowlist token matches only.
Threat actors mentioned
Allowlist mentions — not a formal attribution verdict.
ATT&CK techniques
MITRE IDs referenced in text and present in local technique table.
CONTINUE INVESTIGATION
High-signal pivots without leaving the thread you started in search.
Browse the report corpus.