665 citations · 945 across the 19 of their papers we have counts for
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cs.CR2022★ 1 cited
On the Discredibility of Membership Inference Attacks
Shahbaz Rezaei, Xin Liu
With the wide-spread application of machine learning models, it has become critical to study the potential data leakage of models trained on sensitive data. Recently, various membe…
cs.CR2019★ 6 cited
Security of Deep Learning Methodologies: Challenges and Opportunities
Shahbaz Rezaei, Xin Liu
Despite the plethora of studies about security vulnerabilities and defenses of deep learning models, security aspects of deep learning methodologies, such as transfer learning, hav…