Cybercriminals buy personal data from brokers to personalize tax scams with fake IRS messages, making fraudulent emails feel legitimate for identity theft.
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.