Yier Jin

Vulnerable PQC against Side Channel Analysis - A Case Study on Kyber

2022

The emergence of quantum computing and its impact on current cryptographic algorithms has triggered the migration to post-quantum cryptography (PQC). Among the PQC candidates, CRYSTALS-Kyber is a key encapsulation mechanism (KEM) that stands out from …

PPGNN: Fast and Accurate Privacy-Preserving Graph Neural Network Inference via Parallel and Pipelined Arithmetic-and-Logic FHE Accelerator

2024

Graph Neural Networks (GNNs) are increasingly used in fields like social media and bioinformatics, promoting the prosperity of cloud-based GNN inference services. Nevertheless, data privacy becomes a critical issue when handling sensitive information. Fully Homomorphic …