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A Mean-Field Stackelberg Game Approach for Obfuscation Adoption in Empirical Risk Minimization
Data ecosystems are becoming larger and more complex due to online tracking, wearable computing, and the Internet of Things.
Cryptography and Security
A Stackelberg Game Perspective on the Conflict Between Machine Learning and Data Obfuscation
Data is the new oil; this refrain is repeated extensively in the age of internet tracking, machine learning, and data analytics.
A Stackelberg Game Perspective on the Conflict Between Machine Learning and Data Obfuscation
First, a machine learner declares a privacy protection level, and then users respond by choosing their own perturbation amounts.
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