newsReddit r/MachineLearningTrust 72 · CommunityPublished 1mo agoLive · 1mo 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
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- LinkedLinked via unknownTraceLab: Characterizing Coding Agent Workloads for LLM Serving →
- LinkedLinked via unknownThe Decomposition Is the Fingerprint: Per-Component Identity for Agent Skills →
- LinkedLinked via unknownMulti-Agentic System Leveraging Open-Source LLMs to Mitigate Disinformation Threats →
- LinkedLinked via unknownAgent-Native Immune System: Architecture, Taxonomy, and Engineering →
- LinkedLinked via unknownFLARE-AI: Flaw Reporting for AI →
- PossiblePossibly related (embedding) · 47%Teboho66/SentinelPay →
- PossiblePossibly related (embedding) · 51%bhavyakeerthi3/-purplle_hackathon →
- PossiblePossibly related (embedding) · 49%sipyourdrink-ltd/bernstein →
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-monitorrepoliaohch3/claude-taprepoprasenjeet-symon/ogcoderepocall518/LogSentinelAIrepoVasiHemanth/tokentelemetryrepobkuan001/halo-recordrepoAgent-Field/sec-afrepoJoopinhontas/tokenveil-osspaperWhen Local Monitors Miss Compositional Harm: Diagnosing Distributed Backdoors in Multi-Agent Systemsrepocloakllm/CloakLLMrepoRoxanne_Ardary/pulsecheckrepobeelzebub-labs/beelzebubrepoquodeq/quodeqrepotsmanral/lsadra
Related across the graph
paperTraceLab: Characterizing Coding Agent Workloads for LLM ServingpaperWhen Local Monitors Miss Compositional Harm: Diagnosing Distributed Backdoors in Multi-Agent SystemsrepoJKHeadley/instarpaperMulti-Agentic System Leveraging Open-Source LLMs to Mitigate Disinformation ThreatsrepoTeboho66/SentinelPayreposipyourdrink-ltd/bernsteinrepoRoxanne_Ardary/pulsecheckrepoJavis603/token-monitorrepospences10/my-pirepobhavyakeerthi3/-purplle_hackathonrepoVasiHemanth/tokentelemetryrepoJoopinhontas/tokenveil-osspaperFLARE-AI: Flaw Reporting for AIrepoAgent-Field/sec-afrepocall518/LogSentinelAIrepomm7894215/TokenTrackerrepoliaohch3/claude-taprepoquodeq/quodeqrepoGreen-PT/honey-for-devsrepocloakllm/CloakLLMrepobkuan001/halo-recordrepobeelzebub-labs/beelzebubpaperAgent-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/sigmaprepotsmanral/lsadrarepoprasenjeet-symon/ogcoderepogebruder/wirken