2 papers
cs.CR2025
Efficient and Verifiable Privacy-Preserving Convolutional Computation for CNN Inference with Untrusted Clouds
Jinyu Lu, Xinrong Sun, Yunting Tao +3
The widespread adoption of convolutional neural networks (CNNs) in resource-constrained scenarios has driven the development of Machine Learning as a Service (MLaaS) system. Howeve…
cs.CR2024
Secure Outsourced Decryption for FHE-based Privacy-preserving Cloud Computing
Xirong Ma, Chuan Li, Yuchang Hu +5
The demand for processing vast volumes of data has surged dramatically due to the advancement of machine learning technology. Large-scale data processing necessitates substantial c…