Sasi Kumar Murakonda

Enhanced Membership Inference Attacks against Machine Learning Models

Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda et al. · Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security · 2022 · 147 citations · Full text

Engineering, Machine Learning, Evasion Technique +20

ML Privacy Meter: Aiding Regulatory Compliance by Quantifying the Privacy Risks of Machine Learning

Sasi Kumar Murakonda, Reza Shokri · arXiv (Cornell University) · 2020 · 38 citations · Full text

Privacy Protection, Engineering, Machine Learning +22

On Adversarial Bias and the Robustness of Fair Machine Learning

Hongyan Chang, Ta Duy Nguyen, Sasi Kumar Murakonda et al. · arXiv (Cornell University) · 2020 · 37 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Enhanced Membership Inference Attacks against Machine Learning Models

Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda · arXiv (Cornell University) · 2021 · 13 citations · Full text