Standout Papers

Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Ce... 2019 2026 2021 2023 644
  1. Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning (2019)
    Milad Nasr, Reza Shokri et al. arXiv (Cornell University)

Immediate Impact

1 from Science/Nature 56 standout
Sub-graph 1 of 22

Citing Papers

Security and Privacy Challenges of Large Language Models: A Survey
2025 Standout
A survey on large language model (LLM) security and privacy: The Good, The Bad, and The Ugly
2024 Standout
3 intermediate papers

Works of Amir Houmansadr being referenced

Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning
2019 Standout
Machine Learning with Membership Privacy using Adversarial Regularization
2018

Author Peers

Author Last Decade Papers Cites
Amir Houmansadr 1054 311 153 28 1.2k
Seyedamin Pouriyeh 1069 504 72 25 1.4k
Yan Huang 779 246 90 31 1.1k
Prateek Mittal 808 416 85 60 1.2k
Cecilia M. Procopiuc 830 195 258 24 1.2k
Le Trieu Phong 990 91 106 21 1.1k
Benjamin I. P. Rubinstein 624 255 34 58 1.3k
Chris Clifton 1498 270 79 48 1.7k
Qinghua Lu 685 202 112 57 1.1k
Haomiao Yang 699 273 87 44 1.0k
Zhenjie Zhang 581 333 107 50 1.2k

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2026