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Pascal Zimmer

3 papers · 2024–2026 · 1 venue · across top CS/AI venues

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Venues

AAAI (3)

Top co-authors

Ghassan Karame (3) Sébastien Andreina (2) Giorgia Azzurra Marson (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Deep Learning (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Application Areas (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

adversarial robustness (3) query-based attack (2) transfer attack (2) distributed learning (2) distributed machine learning (1) adversarial attack (1) adversarial defense (1) robust accuracy (1) clean sample (1) heterogeneous training (1) test-time defense (1) random noise defense (1) federated learning (1) accuracy-robustness trade-off (1) ensemble learning (1) model robustness (1) hyperparameter tuning (1)

Papers

Tuning for Two Adversaries: Enhancing the Robustness Against Transfer and Query-Based Attacks Using Hyperparameter Tuning AAAI 2026 On the Robustness of Distributed Machine Learning Against Transfer Attacks AAAI 2025 Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024