adversarial learning

Optimal privacy guarantees for a relaxed threat model: Addressing sub-optimal adversaries in differentially private machine learning NeurIPS 2023 Oracle-Efficient Smoothed Online Learning for Piecewise Continuous Decision Making COLT 2023 Out-of-distribution Detection with Implicit Outlier Transformation ICLR 2023 Overcoming Simplicity Bias in Deep Networks using a Feature Sieve ICML 2023 PAC-Bayesian Generalization Bounds for Adversarial Generative Models ICML 2023 PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization NeurIPS 2023 PAC-learning for Strategic Classification JMLR 2023 PaintSeg: Painting Pixels for Training-free Segmentation NeurIPS 2023 Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling CVPR 2023 Physical-World Optical Adversarial Attacks on 3D Face Recognition CVPR 2023 Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection AAAI 2023 Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning AAAI 2023 PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning ICCV 2023 Policy Contrastive Imitation Learning ICML 2023 Privacy-Preserving Adversarial Facial Features CVPR 2023 Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models EMNLP 2023 Prompting for explanations improves Adversarial NLI. Is this true? {Yes} it is {true} because {it weakens superficial cues} EACL 2023 Provably Efficient Adversarial Imitation Learning with Unknown Transitions UAI 2023 Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning ICCV 2023 RADAR: Robust AI-Text Detection via Adversarial Learning NeurIPS 2023 Reconstructive Neuron Pruning for Backdoor Defense ICML 2023 Reliable learning in challenging environments NeurIPS 2023 Responsible AI (RAI) Games and Ensembles NeurIPS 2023 Rethinking Backdoor Attacks ICML 2023 Revisiting Domain Randomization via Relaxed State-Adversarial Policy Optimization ICML 2023