Implemented CRYSTALS-Kyber and CRYSTALS-Dilithium in a 14-layer AI governance framework - looking for feedback on PQC integration approach
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I've been building an open-source framework (SCBE-AETHERMOORE) that integrates post-quantum cryptographic primitives into AI governance workflows. The core implementation uses: - Kyber768 for key encapsulation in agent-to-agent communication - ML-DSA-65 (Dilithium) for signing governance decisions - Hyperbolic geometry for modeling trust boundaries across 14 security layers - Hamiltonian path-based control flow integrity checks The idea is that as AI systems become more autonomous (fleet coordination, swarm robotics), the governance layer securing them needs to be quantum-resistant from day one rather than retrofitted later. I'd appreciate feedback from the PQC community on: Is the Kyber768 + ML-DSA-65 pairing a reasonable default for this use case? Any thoughts on hybrid classical/PQC approaches for the transition period? How realistic is the threat model for AI governance specifically? Live demo: https://huggingface.co/spaces/issdandavis/SCBE-AETHERMOORE-Demo GitHub: https://github.com/issdandavis/SCBE-AETHERMOORE Patent pending (#63/961,403). Would love to hear thoughts from anyone working in PQC or AI security. submitted by /u/Prudent-Prize-2561 [link] [comments]