Mitigation of inversion attacks in Federated Learning
room
TNO
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Den Haag, Netherlands, Europe

Your role will be to enhance privacy by exploring vulnerabilities related to inversion attacks and – when possible – mitigate these vulnerabilities. The activities include performing a literature study to understand the current state-of-the-art, finding the weaknesses of current solutions, proposing a new solution, implementing the solution, performing experiments to show that the solution is better than the current state-of-the-art, writing a master thesis, and optionally a scientific paper. You will perform this assignment within TNO’s Intelligent Imaging department. The Intelligent Imaging department is a passionate, creative, and dedicated team of professionals (50 people) specialized in developing groundbreaking applications in the field of computer vision. Our team members have diverse backgrounds, ranging from physics to artificial intelligence. Intelligent Imaging is a young and growing department which has built up a lot of expertise over the past years in AI and deep learning.

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