Moinuddin K Qureshi

3 papers · 2021–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

CVPR (1) ICLR (1) ICML (1)

Top co-authors

Sanjay Kariyappa (3) Atul Prakash (2) Wenjie Xiong (1) Chuan Guo (1) Kiwan Maeng (1) Hsien-Hsin S. Lee (1) G. Edward Suh (1)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (2) Security & Privacy (2) Learning Types (2) Privacy (2) Deep Learning (1) Core AI (1) Learning Paradigms · Artificial Intelligence (1) Learning Paradigms · Machine Learning (1) Techniques (1)

Keywords

model stealing (2) black-box attack (2) privacy attack (1) blind source separation (1) independent component analysis (1) gradient estimation (1) generative model (1) synthetic data (1) decision boundary (1) zeroth-order optimization (1) gradient inversion (1) gradient inversion attack (1) out of distribution (1) aggregation attack (1) privacy-preserving machine learning (1) clone accuracy (1) federated learning (1)

Papers

Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis ICML 2023 MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation CVPR 2021 Protecting DNNs from Theft using an Ensemble of Diverse Models ICLR 2021