 On the Privacy Properties of GAN-generated SamplesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
 Investigation of Alternative Measures for Mutual InformationIFAC-PapersOnLine (IFAC-PapersOnLine), 2022 |
 Membership Inference Attacks on Machine Learning: A SurveyACM Computing Surveys (CSUR), 2021 |
 On the (In)Feasibility of Attribute Inference Attacks on Machine
Learning ModelsEuropean Symposium on Security and Privacy (EuroS&P), 2021 |
 Measuring Data Leakage in Machine-Learning Models with Fisher
InformationConference on Uncertainty in Artificial Intelligence (UAI), 2021 |
 Disparate Vulnerability to Membership Inference AttacksProceedings on Privacy Enhancing Technologies (PoPETs), 2019 |
 The Audio Auditor: User-Level Membership Inference in Internet of Things
Voice ServicesProceedings on Privacy Enhancing Technologies (PoPETs), 2019 |
