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cs.CR2024★ 2 cited
Curator Attack: When Blackbox Differential Privacy Auditing Loses Its Power
Shiming Wang, Liyao Xiang, Bowei Cheng +3
A surge in data-driven applications enhances everyday life but also raises serious concerns about private information leakage. Hence many privacy auditing tools are emerging for ch…
cs.CR2024
Crafter: Facial Feature Crafting against Inversion-based Identity Theft on Deep Models
Shiming Wang, Zhe Ji, Liyao Xiang +4
With the increased capabilities at the edge (e.g., mobile device) and more stringent privacy requirement, it becomes a recent trend for deep learning-enabled applications to pre-pr…