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Adversarial Learning

4,854 papers

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Papers

Multi-task Hierarchical Adversarial Inverse Reinforcement Learning ICML 2023
Identification of the Adversary from a Single Adversarial Example ICML 2023
Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations ICML 2023
Sequential Strategic Screening ICML 2023
Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning ICML 2023
MultiRobustBench: Benchmarking Robustness Against Multiple Attacks ICML 2023
On the Robustness of Randomized Ensembles to Adversarial Perturbations ICML 2023
Performative Recommendation: Diversifying Content via Strategic Incentives ICML 2023
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging ICML 2023
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations ICML 2023
Do Perceptually Aligned Gradients Imply Robustness? ICML 2023
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks ICML 2023
Adversarial robustness of amortized Bayesian inference ICML 2023
Estimating Heterogeneous Treatment Effects: Mutual Information Bounds and Learning Algorithms ICML 2023
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees ICML 2023
Understanding the Impact of Adversarial Robustness on Accuracy Disparity ICML 2023
Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks ICML 2023
Robust Subtask Learning for Compositional Generalization ICML 2023
One-vs-the-Rest Loss to Focus on Important Samples in Adversarial Training ICML 2023
Poisoning Generative Replay in Continual Learning to Promote Forgetting ICML 2023
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis ICML 2023
The Test of Tests: A Framework for Differentially Private Hypothesis Testing ICML 2023
Rethinking Backdoor Attacks ICML 2023
CrossSplit: Mitigating Label Noise Memorization through Data Splitting ICML 2023
Margin-based Neural Network Watermarking ICML 2023