MAGIQ introduces a post-quantum secure system for policy definition, enforcement, and accountability in multi-agent AI using novel cryptographic protocols and UC framework proofs.
AITH: A Post-Quantum Continuous Delegation Protocol for Human-AI Trust Establishment
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
abstract
The rapid deployment of AI agents acting autonomously on behalf of human principals has outpaced the development of cryptographic protocols for establishing, bounding, and revoking human-AI trust relationships. Existing frameworks (TLS, OAuth 2.0, Macaroons) assume deterministic software and cannot address probabilistic AI agents operating continuously within variable trust boundaries. We present AITH (AI Trust Handshake), a post-quantum continuous delegation protocol. AITH introduces: (1) a Continuous Delegation Certificate signed once with ML-DSA-87 (FIPS 204, NIST Level 5), replacing per-operation signing with sub-microsecond boundary checks at 4.7M ops/sec; (2) a six-check Boundary Engine enforcing hard constraints, rate limits, and escalation triggers with zero cryptographic overhead on the critical path; (3) a push-based Revocation Protocol propagating invalidation within one second. A three-tier SHA-256 Responsibility Chain provides tamper-evident audit logging. All five security theorems are machine-verified via Tamarin Prover under the Dolev-Yao model. We validate AITH through five rounds of multi-model adversarial auditing, resolving 12 vulnerabilities across four severity layers. Simulation of 100,000 operations shows 79.5% autonomous execution, 6.1% human escalation, and 14.4% blocked.
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Multi-agent AI creates an authorization propagation problem not solved by prompt injection defenses or classical access control, requiring identity governance as continuously enforced infrastructure.
citing papers explorer
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MAGIQ: A Post-Quantum Multi-Agentic AI Governance System with Provable Security
MAGIQ introduces a post-quantum secure system for policy definition, enforcement, and accountability in multi-agent AI using novel cryptographic protocols and UC framework proofs.
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Authorization Propagation in Multi-Agent AI Systems: Identity Governance as Infrastructure
Multi-agent AI creates an authorization propagation problem not solved by prompt injection defenses or classical access control, requiring identity governance as continuously enforced infrastructure.