Adversarial Learning

Robust-by-Design Classification via Unitary-Gradient Neural Networks AAAI 2023 Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees ICML 2023 Robust Evaluation of Diffusion-Based Adversarial Purification ICCV 2023 Robust Explanation for Free or At the Cost of Faithfulness ICML 2023 Robust Linear Regression for General Feature Distribution AISTATS 2023 Robust Linear Regression: Gradient-descent, Early-stopping, and Beyond AISTATS 2023 Robust Load Balancing with Machine Learned Advice JMLR 2023 Robust Mixture-of-Expert Training for Convolutional Neural Networks ICCV 2023 Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers AAAI 2023 Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms NeurIPS 2023 Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms ICLR 2023 Robustness Guarantees for Adversarially Trained Neural Networks NeurIPS 2023 Robustness of Trajectory Prediction Models Under Map-Based Attacks WACV 2023 Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks EMNLP 2023 RobustQA: A Framework for Adversarial Text Generation Analysis on Question Answering Systems EMNLP 2023 Robust Single Image Reflection Removal Against Adversarial Attacks CVPR 2023 Robust Steganography without Embedding Based on Secure Container Synthesis and Iterative Message Recovery IJCAI 2023 Robust Subtask Learning for Compositional Generalization ICML 2023 Robust Training of Neural Networks against Bias Field Perturbations AAAI 2023 RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations ACL 2023 RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion NeurIPS 2023 RVCL: Evaluating the Robustness of Contrastive Learning via Verification JMLR 2023 SAFARI: Versatile and Efficient Evaluations for Robustness of Interpretability ICCV 2023 Safety Verification of Nonlinear Systems with Bayesian Neural Network Controllers AAAI 2023 SAGA: Spectral Adversarial Geometric Attack on 3D Meshes ICCV 2023