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.
Doctoral student, ongoing
MSc in Computer Science, 2022
BSc in Computer Science, 2017
We show that the strength of a model’s inductive bias determines whether interpolation of noisy data is harmless or harmful.