Cryptanalytic Extraction of Neural Network Models

von Carlini, Nicholas
Veröffentlicht in CRYPTO (40. : 2020 : Santa Barbara, Calif.; Online) Advances in cryptology - CRYPTO 2020 ; Part 3 (2020)

AUDITING DIFFERENTIALLY PRIVATE MACHINE LEARNING: HOW PRIVATE IS PRIVATE SGD?

von Jagielski, Matthew
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 27 of 27 (2021)

The Privacy Onion Effect: Memorization is Relative

von Carlini, Nicholas
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 18 of 50 (2023)