ZKTorch: Compiling ML Inference to Zero-Knowledge Proofs via Parallel Proof Accumulation

Bing-Jyue Chen, Lilia Tang, Daniel Kang

As AI models become ubiquitous in our daily lives, there has been an increasing demand for transparency in ML services. However, the model owner does not want to reveal the weights…