Ka-Ho Chow

Transparent Network Memory Storage for Efficient Container Execution in Big Data Clouds

2021 · 2021 IEEE International Conference on Big Data (Big Data)

This paper presents a transparent Container Network Memory storage device, coined as CNetMem, aiming to address the open problem of unpredictable performance degradation of containers when the working set of an application no longer fits …

An Adversarial Approach to Protocol Analysis and Selection in Local Differential Privacy

2022 · IEEE Transactions on Information Forensics and Security

Local Differential Privacy (LDP) is a popular standard for privacy-preserving data collection. Numerous LDP protocols have been proposed in the literature which differ in how they provide higher utility in different settings. Yet, few have …

Geminio: Language-Guided Gradient Inversion Attacks in Federated Learning

2025

Foundation models that bridge vision and language have made significant progress. While they have inspired many life-enriching applications, their potential for abuse in creating new threats remains largely unexplored. In this paper, we reveal that …