Cryptographic Primitives for Private AI
Zero-Knowledge Proofs for Verifiable AI Model Behavior
Cryptographic proofs can now certify AI model outputs without exposing proprietary weights.
Talia Contreras
Correspondent · · 14 min read
Private AI Review
Attestation and Verifiable Computing
Remote Attestation Protocols in Confidential Computing
Cyrus Fontaine12 min read
Zero-Trust and Provable Data Privacy
Zero-Trust Architecture for AI Inference Infrastructure
Zero-trust for AI inference means verifying every workload and service call, not just who logs in.
Idris Rahman14 min read
Confidential Computing on GPUs
NVIDIA H100 Confidential Computing Mode Architecture
NVIDIA's H100 GPU now encrypts AI model weights in memory against even physically present attackers.
Beatrice Vance11 min read
Confidential AI Inference at Scale
Threat Model for a Confidential LLM Inference Endpoint
Five distinct trust boundaries define LLM endpoint security, and most deployments neglect them.
Julian Chen13 min read
