Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security

Kaiwen Wang, Xiaolin Chang, Junchao Fan +1

Machine Learning as a Service (MLaaS) exposes sensitive client data to service providers. Private inference mitigates this risk while preserving model functionality. Despite extens…