IEEE

A2GP-SF: Enhancing Few-shot Class Incremental Learning via Attribute Generative Prompting ...

Abstract: Few-shot Class Incremental Learning (FSCIL) aims to incrementally learn new classes with limited examples while retaining knowledge of previously learned classes. Recent advancements in ...
IEEE

On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models

Abstract: With an increase in low-cost machine learning APIs, advanced machine learning models may be trained on private datasets and monetized by providing them as a service. However, privacy ...