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  1. Home
  2. /Repositories
  3. /chenglin1112/AgentTrust
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repoGitHubTrust 82 · PrimaryPublished 18h agoLive · 18h ago

chenglin1112/AgentTrust

Deterministic safety floor for tool-using AI agents: pre-execution gating, SafeFix suggestions, attack-chain detection, opt-in self-learning LLM judge. Papers: arXiv 2605.04785, 2606.08539

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

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Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 62%Securing the future of AI agents →
  • PossiblePossibly related (embedding) · 62%Agentic AI and cybersecurity, the story so far →
  • PossiblePossibly related (embedding) · 51%Docker warns of hidden dangers in AI agent command approval — even "safe" permissions can enable arbitrary code execution - finance.biggo.com →

Covers

newsSecuring the future of AI agentsnewsAgentic AI and cybersecurity, the story so far

Covers (incoming)

newsDocker warns of hidden dangers in AI agent command approval — even "safe" permissions can enable arbitrary code execution - finance.biggo.com

Related across the graph

newsSecuring the future of AI agentsnewsDocker warns of hidden dangers in AI agent command approval — even "safe" permissions can enable arbitrary code execution - finance.biggo.comnewsAgentic AI and cybersecurity, the story so far
Knowledge path·NSecuring the future of AI agents→NDocker warns of hidden dangers in AI agent command approval — even "safe" permissions can enable arbitrary code execution - finance.biggo.com→NAgentic AI and cybersecurity, the story so far→Rchenglin1112/AgentTrust

Topics

agentai-safetybenchmarkguardrailsllmmcppythonsecuritytrustworthiness

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