Concepedia

Milad Nasr

MN

Statistics

Publications

22

Citations

3K

H-Index

18

Active since

2016

Affiliations

University of Massachusetts Amherst(Current)

National University of Singapore

Google (United States)

Cornell University

ETH Zurich

Milad Nasr is an author at University of Massachusetts Amherst specializing in engineering, computer science, and data privacy.

Top concepts

EngineeringComputer ScienceData PrivacyData SecurityMachine LearningPrivacyData ScienceAdversarial Machine LearningInformation SecurityDeep Learning

Publications per year

2016–2025

22

Publications

22

Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

Milad Nasr, Reza Shokri, Amir Houmansadr · 2019 · 1.5K citations · Full text

Privacy Protection, Engineering, Machine Learning +16

Machine Learning with Membership Privacy using Adversarial Regularization

Milad Nasr, Reza Shokri, Amir Houmansadr · 2018 · 423 citations · Full text

Leakage (Machine Learning), Privacy Protection, Engineering +14

Membership Inference Attacks From First Principles

Nicholas Carlini, Steve Chien, Milad Nasr et al. · 2022 IEEE Symposium on Security and Privacy (SP) · 2022 · 346 citations

Comprehensive Privacy Analysis of Deep Learning: Stand-alone and Federated Learning under Passive and Active White-box Inference Attacks.

Milad Nasr, Reza Shokri, Amir Houmansadr · arXiv (Cornell University) · 2018 · 110 citations · Full text

Privacy Protection, Deep Neural Networks, Engineering +15

Extracting Training Data from Diffusion Models

Nicholas Carlini, Jamie Hayes, Milad Nasr et al. · arXiv (Cornell University) · 2023 · 96 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

1–5 of 22