3 papers
cs.CR2026
Reliable Non-Leveled Homomorphic Encryption for Web Services
Baigang Chen, Dongfang Zhao
With the ubiquitous deployment of web services, ensuring data confidentiality has become a challenging imperative. Fully Homomorphic Encryption (FHE) presents a powerful solution f…
cs.IT2025
Structure-Preserving Error-Correcting Codes for Polynomial Frames
Baigang Chen, Dongfang Zhao
Modern FFT/NTT analytics, coded computation, and privacy-preserving ML interface routinely move polynomial frames across NICs, storage, and accelerators. However, even rare silent…
cs.CR2024
Nemesis: Noise-randomized Encryption with Modular Efficiency and Secure Integration in Machine Learning Systems
Dongfang Zhao
Machine learning (ML) systems that guarantee security and privacy often rely on Fully Homomorphic Encryption (FHE) as a cornerstone technique, enabling computations on encrypted da…