Adversarial Learning

CUDA: Convolution-Based Unlearnable Datasets CVPR 2023 Decentralized Anomaly Detection in Cooperative Multi-Agent Reinforcement Learning IJCAI 2023 DE-CROP: Data-Efficient Certified Robustness for Pretrained Classifiers WACV 2023 DeepBlueAI at PragTag-2023:Ensemble-based Text Classification Approaches under Limited Data Resources EMNLP 2023 Deep Contract Design via Discontinuous Networks NeurIPS 2023 Deep Manifold Attack on Point Clouds via Parameter Plane Stretching AAAI 2023 Defending against Insertion-based Textual Backdoor Attacks via Attribution ACL 2023 Defending Against Patch-Based Backdoor Attacks on Self-Supervised Learning CVPR 2023 Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks NeurIPS 2023 Defense Against Adversarial Attacks on Audio DeepFake Detection Interspeech 2023 DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness AAAI 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 Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks ICML 2023 DE-net: Dynamic Text-Guided Image Editing Adversarial Networks AAAI 2023 Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning IJCAI 2023 DENL: Diverse Ensemble and Noisy Logits for Improved Robustness of Neural Networks ACML 2023 DensePure: Understanding Diffusion Models for Adversarial Robustness ICLR 2023 Designing Robust Transformers using Robust Kernel Density Estimation NeurIPS 2023 Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score ICML 2023 Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions ICML 2023 Detecting Adversarial Faces Using Only Real Face Self-Perturbations IJCAI 2023 Detecting Adversarial Samples through Sharpness of Loss Landscape ACL 2023 Detecting Backdoors in Pre-Trained Encoders CVPR 2023 DG3D: Generating High Quality 3D Textured Shapes by Learning to Discriminate Multi-Modal Diffusion-Renderings ICCV 2023