Nearly Tight Black-Box Auditing of Differentially Private Machine Learning
–Neural Information Processing Systems
This paper presents an auditing procedure for the Differentially Private Stochastic Gradient Descent (DP-SGD) algorithm in the black-box threat model that is substantially tighter than prior work.
Neural Information Processing Systems
Oct-10-2025, 20:39:24 GMT
- Country:
- Asia > Singapore (0.04)
- North America > United States
- California > Riverside County > Riverside (0.04)
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- Research Report > Experimental Study (1.00)
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- Information Technology > Security & Privacy (0.93)
- Transportation > Air (0.63)
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