adversarial robustness

CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning NeurIPS 2023 Certifiably Robust Graph Contrastive Learning NeurIPS 2023 (Certified!!) Adversarial Robustness for Free! ICLR 2023 Certified Defense for Content Based Image Retrieval WACV 2023 Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization NeurIPS 2023 Certified Training: Small Boxes are All You Need ICLR 2023 Certifying Ensembles: A General Certification Theory with S-Lipschitzness ICML 2023 CFA: Class-Wise Calibrated Fair Adversarial Training CVPR 2023 Characterizing the Optimal $0-1$ Loss for Multi-class Classification with a Test-time Attacker NeurIPS 2023 Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections NeurIPS 2023 Computational Asymmetries in Robust Classification ICML 2023 Confidence-Aware Training of Smoothed Classifiers for Certified Robustness AAAI 2023 Constraining Representations Yields Models That Know What They Don't Know ICLR 2023 Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023 Cooperation or Competition: Avoiding Player Domination for Multi-Target Robustness via Adaptive Budgets CVPR 2023 Corruption-Robust Offline Reinforcement Learning with General Function Approximation NeurIPS 2023 Corruption-Tolerant Algorithms for Generalized Linear Models AAAI 2023 Cross-Entropy Loss Functions: Theoretical Analysis and Applications ICML 2023 CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness AAAI 2023 DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications ACL 2023 DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models NeurIPS 2023 Defending Backdoor Attacks on Vision Transformer via Patch Processing AAAI 2023 Degraded Polygons Raise Fundamental Questions of Neural Network Perception NeurIPS 2023 Delving into the Adversarial Robustness of Federated Learning AAAI 2023 Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression CVPR 2023