Data Leakage Prevention in Agentic Applications Via Preemptive Hardening

Agentic systems integrate LLM driven planning with interfaces to external tools, making data leakage and tool misuse feasible via instruction/data boundary failures and prompt injection attacks. Enforcing required controls consistently is particularly challenging in workflows spanning many...

GHSA-JWF4-8WF4-JF2M OpenClaw: BlueBubbles (optional plugin) pairing/allowlist mismatch when allowFrom is empty

Summary BlueBubbles is an optional OpenClaw channel plugin. A configuration-sensitive access-control mismatch allowed DM senders to be treated as authorized when dmPolicy was pairing or allowlist and allowFrom was empty/unset. Severity Rationale Medium Severity is set to medium because: - this...