Agnostic Label-Only Membership Inference Attack

• Published in: Network and System Security pp. 249 - 264
• Main Authors: Monreale, Anna, Naretto, Francesca, Rizzo, Simone
• Format: Book Chapter
• Language: English
• Published: Cham Springer Nature Switzerland 2023
• Series: Lecture Notes in Computer Science

In recent years we are witnessing the diffusion of AI systems based on powerful Machine Learning models which find application in many critical contexts such as medicine and financial market. In such contexts, it is important to design Trustworthy AI systems while guaranteeing privacy protection. Ho...