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LOKI: Large-Scale Data Reconstruction Attack Against Federated Learning Through Model Manipulation - 2024

Offered By: IEEE via YouTube

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Federated Learning Courses Cybersecurity Courses Data Privacy Courses Machine Learning Security Courses

Course Description

Overview

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Explore a cutting-edge IEEE conference talk that delves into LOKI, a large-scale data reconstruction attack targeting federated learning systems through model manipulation. Gain insights into the vulnerabilities of federated learning and understand the potential risks associated with this novel attack method. Learn about the implications for data privacy and security in distributed machine learning environments.

Syllabus

2024 124 LOKI Large scale Data Reconstruction Attack against Federated Learning through Model Manipu


Taught by

IEEE Symposium on Security and Privacy

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