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threshold-policy

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kakahuote1 / TinyPKI

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TinyPKI is a lightweight C11/OpenSSL PKI core for constrained IoT and edge networks, combining ECQV implicit certificates, sparse Merkle revocation proofs, MMR issuance transparency, CA-signed checkpoints, t-of-n edge witnesses, and SM2/SM3/SM4 sessions.

cryptography openssl pki certificate-transparency merkle-tree c11 iot-security sm2 sm3 sm4 edge-computing sparse-merkle-tree embedded-security certificate-revocation merkle-mountain-range ecqv secure-session offline-verification threshold-policy lightweight-pki
  • Updated May 21, 2026
  • C

ashutoshrana / confidence-escalation

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Framework-agnostic confidence-gated escalation middleware for LLM agents: multi-signal scoring (logprob, verbalized, tool risk), threshold policies, and escalation handlers for LangChain, CrewAI, AutoGen, and Google ADK.

python ai-safety escalation autogen llm ai-governance langchain enterprise-ai llm-agents crewai eu-ai-act google-adk confidence-scoring human-in-loop regulated-industries owasp-agentic-ai agent-middleware multi-signal threshold-policy logprob
  • Updated May 21, 2026
  • Python

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