Resources

Advisories

For educational purposes only; not legal advice.

Disclosure standard

Advisories describe validated patterns and mitigations. When vendors are involved, we follow a responsible disclosure process. See Responsible Disclosure.

AdvisoryDS-LLM-2026-01

Tool-call Injection in Agent Toolchains

Pattern family where malicious prompt content influences tool arguments and downstream actions.

Tool usePrompt injectionGuardrails

Mitigations: strict tool schemas, allowlists, argument validation, and policy checks at the tool boundary.

AdvisoryDS-RAG-2026-02

RAG Poisoning Under Context Window Pressure

Poisoning that survives truncation and summarization, influencing outputs even when sources appear “benign”.

RAGMonitoringEvidence

Mitigations: retrieval integrity checks, provenance scoring, bounded context, and redaction policies.

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