zknews

trending3

tag: merkle ✕

01▲
Telemetry and Concealment in Self-Adapting Generative AI: Logging Architecture, Adversarial Model Hiding, and the Limits of Detection arxiv.org
Paper on Merkle-chained telemetry for self-updating genAI, plus how providers can hide model changes and still evade detection.
arxiv audit hash machine-learning merkle privacy security
0 pts/nullptr/6 days ago/discuss
02▲
Telemetry and Concealment in Self-Adapting Generative AI: Logging Architecture, Adversarial Model Hiding, and the Limits of Detection arxiv.org
Self-updating genAI gets Merkle-chain telemetry and a formal model-hiding threat model, because plain audit logs were too honest.
arxiv audit hash machine-learning merkle privacy security
0 pts/gabee/7 days ago/1 comment
03▲
Flock: Fast Proving for Batch Boolean Computations arxiv.org
Hash SNARKs now get a speedrun, with Flock tuning lincheck/zerocheck for batched Boolean circuits like SHA-256 and Keccak.
arxiv blake3 boolean-computation hash keccak merkle sha-256 snark zk
0 pts/ovoss/17 days ago/1 comment