Gradient Masking and the Underestimated Robustness Threats of Differential Privacy in Deep Learning

17 May 2021

Papers citing "Gradient Masking and the Underestimated Robustness Threats of Differential Privacy in Deep Learning"

3 / 3 papers shown

Title
Impact of Architectural Modifications on Deep Learning Adversarial Robustness Firuz Juraev Mohammed Abuhamad Simon S. Woo George K Thiruvathukal Tamer Abuhmed AAML 51 0 0 03 May 2024
SoK: Unintended Interactions among Machine Learning Defenses and Risks Vasisht Duddu S. Szyller Nadarajah Asokan AAML 49 2 0 07 Dec 2023
Tempered Sigmoid Activations for Deep Learning with Differential Privacy Nicolas Papernot Abhradeep Thakurta Shuang Song Steve Chien Ulfar Erlingsson AAML 147 178 0 28 Jul 2020