INTEL_REPORT
arXiv — Cryptography & Security (cs.CR) · published 7/21/2026, 4:00:00 AM · TLP amber
Summary
Ingested excerpt (first ~500 chars of normalized text).
SlotGuard: Stop Oversharing Private Local Context in LLM Agent Transcri arXiv:2607.17147v1 Announce Type: new Abstract: LLM agents can leak privacy (e.g., paths, emails) and credentials (e.g., API keys) as agent observations (e.g., tool outputs, shell logs, and file reads) are appended to provider-bound transcripts. Existing placeholder redaction is brittle: it can miss embedded or cross-turn references, over-redact benign lookalikes, and destroy the structure useful for rea…
https://arxiv.org/abs/2607.17147
sha256:b3db0380b9f605f16175fd987e5e02962ec2445876fc4ab02b3630cf3d7c09fc
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.
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.
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Neighborhood from the first linked indicator.