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Privacy Attacks via Differential Comparisons and Defenses via Backdoor Triggers

Unmet NeedMachine learning systems are becoming increasingly used in various industries, from banking, healthcare, to government and retail. These systems use large amounts of data to train models that can automatically make predictions based on past trends. For example, it can be used to detect fraud, diagnose cancer, or to detect ransomware attacks....

Published: 3/14/2025 | Inventor(s): Yinzhi Cao, Haolin Yuan, Bo Hui, Yuchen Yang, Philippe Burlina, William Paul, Neil Gong

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