newsReddit r/MachineLearningTrust 72 · CommunityPublished yesterdayLive · 20h ago
SentryCode: Real-time Auditor + Honeytokens for AI Coding Agents [P]
In light of recent privacy concerns arising from local AI coding agents performing telemetry, environmental scanning, and hidden cue fingerprinting, I've open-sourced SentryCode—a kernel-level behavior auditing tool. It logs file/network/cue activity, uses honeypot tokens for zero-false-positive data breach detection, detects steganographically encrypted covert channels, provides tamper-proof audit logs, and supports policy enforcement. All functions run
Covers
paperTraceLab: Characterizing Coding Agent Workloads for LLM ServingpaperThe Decomposition Is the Fingerprint: Per-Component Identity for Agent SkillspaperMulti-Agentic System Leveraging Open-Source LLMs to Mitigate Disinformation ThreatspaperAgent-Native Immune System: Architecture, Taxonomy, and EngineeringpaperFLARE-AI: Flaw Reporting for AI
Covers (incoming)
repoTeboho66/SentinelPayrepobhavyakeerthi3/-purplle_hackathonreposipyourdrink-ltd/bernsteinrepoJKHeadley/instarrepousestrix/strixrepomm7894215/TokenTrackerrepoGreen-PT/honey-for-devsrepogebruder/wirkenrepomanojmallick/sigmaprepospences10/my-pipaperPrivacy-Preserving and Verifiable Approximate Distributed Coded ComputingrepoJavis603/token-monitor
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paperTraceLab: Characterizing Coding Agent Workloads for LLM ServingrepoJKHeadley/instarpaperMulti-Agentic System Leveraging Open-Source LLMs to Mitigate Disinformation ThreatsrepoTeboho66/SentinelPayreposipyourdrink-ltd/bernsteinrepoJavis603/token-monitorrepospences10/my-pirepobhavyakeerthi3/-purplle_hackathonpaperFLARE-AI: Flaw Reporting for AIrepomm7894215/TokenTrackerrepoGreen-PT/honey-for-devspaperAgent-Native Immune System: Architecture, Taxonomy, and EngineeringpaperPrivacy-Preserving and Verifiable Approximate Distributed Coded ComputingpaperThe Decomposition Is the Fingerprint: Per-Component Identity for Agent Skillsrepousestrix/strixrepomanojmallick/sigmaprepogebruder/wirken