Michael Aerni

According to our database, Michael Aerni authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Membership Inference Attacks on Sequence Models.

Lorenzo Rossi, Michael Aerni, Jie Zhang, Florian Tramèr

Proceedings of the 2025 IEEE Security and Privacy, 2025

Measuring Non-Adversarial Reproduction of Training Data in Large Language Models.

Michael Aerni, Javier Rando, Edoardo Debenedetti, Nicholas Carlini, Daphne Ippolito, Florian Tramèr

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Evaluations of Machine Learning Privacy Defenses are Misleading.

Michael Aerni, Jie Zhang, Florian Tramèr

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

Strong inductive biases provably prevent harmless interpolation.

Michael Aerni, Marco Milanta, Konstantin Donhauser, Fanny Yang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Interpolation can hurt robust generalization even when there is no noise.

Konstantin Donhauser, Alexandru Tifrea, Michael Aerni, Reinhard Heckel, Fanny Yang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021