most citedPrivacy-Preserving Taxi-Demand Prediction Using Federated Learning

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cs.CR2026

DPSQL+: A Differentially Private SQL Library with a Minimum Frequency Rule

Tomoya Matsumoto, Shokichi Takakura, Shun Takagi +1

SQL is the de facto interface for exploratory data analysis; however, releasing exact query results can expose sensitive information through membership or attribute inference attac…

cs.CR2023

Membership Inference Attacks against Diffusion Models

Tomoya Matsumoto, Takayuki Miura, Naoto Yanai

Diffusion models have attracted attention in recent years as innovative generative models. In this paper, we investigate whether a diffusion model is resistant to a membership infe…