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title
Michael Aerni
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Doctoral student at ETH Zurich, focusing on privacy and security for machine learning
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Michael Aerni
author
Michael Aerni
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2025-12-19 01:02:02
raw text
Michael Aerni Home Publications Contact Michael Aerni Doctoral student Secure and Private AI (SPY) Lab ETH Zurich About My research interests revolve around privacy and security in machine learning and AI—especially in practically relevant contexts. This particularly includes understanding and measuring memorization in modern neural networks. I am currently a doctoral student in the Secure and Private AI (SPY) Lab at ETH Zurich , advised by Florian Tramèr . Interests Privacy Machine learning security Robustness and reliability Education Doctoral student, ongoing ETH Zurich MSc in Computer Science, 2022 ETH Zurich BSc in Computer Science, 2017 FHNW Windisch Publications Michael Aerni , Marco Milanta , Konstantin Donhauser , Fanny Yang September, 2022 In ICLR 2023 Strong inductive biases provably prevent harmless interpolation We show that the strength of a model’s inductive bias determines whether interpolation of noisy data is ...
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