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Membership Inference Attacks from First Principles

Offered By: IEEE via YouTube

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IEEE Symposium on Security and Privacy Courses Cybersecurity Courses Machine Learning Courses Privacy Courses Data Protection Courses

Course Description

Overview

Explore the concept of membership inference attacks in this 22-minute IEEE conference talk. Gain insights from experts Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, and Florian Tramer as they delve into the fundamental principles behind these attacks. Learn about the potential vulnerabilities in machine learning models and the implications for data privacy and security.

Syllabus

Membership inference attacks from first principles


Taught by

IEEE Symposium on Security and Privacy

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