Adversarial Learning

MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning AAAI 2022 Make Some Noise: Reliable and Efficient Single-Step Adversarial Training NeurIPS 2022 Making Adversarial Examples More Transferable and Indistinguishable AAAI 2022 Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) AAAI 2022 Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class NeurIPS 2022 Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network CVPR 2022 Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation CVPR 2022 MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators NeurIPS 2022 Merry Go Round: Rotate a Frame and Fool a DNN CVPR 2022 MExMI: Pool-based Active Model Extraction Crossover Membership Inference NeurIPS 2022 MINIMAL: Mining Models for Universal Adversarial Triggers AAAI 2022 Minimax Optimization with Smooth Algorithmic Adversaries ICLR 2022 Mitigating bias against non-native accents Interspeech 2022 Mixed Strategies for Security Games with General Defending Requirements IJCAI 2022 Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022 Modeling Adversarial Noise for Adversarial Training ICML 2022 Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL 2022 Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation NeurIPS 2022 MORA: Improving Ensemble Robustness Evaluation with Model Reweighing Attack NeurIPS 2022 MPII: Multi-Level Mutual Promotion for Inference and Interpretation ACL 2022 Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts IJCAI 2022 MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples NeurIPS 2022 Multi-Level Attentive Adversarial Learning With Temporal Dilation for Unsupervised Video Domain Adaptation WACV 2022 Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation Interspeech 2022 Multi-View Consistent Generative Adversarial Networks for 3D-Aware Image Synthesis CVPR 2022