Adversarial Learning

A Survey on Natural Language Counterfactual Generation EMNLP 2024 Attack Deterministic Conditional Image Generative Models for Diverse and Controllable Generation AAAI 2024 Attacking CNNs in Histopathology with SNAP: Sporadic and Naturalistic Adversarial Patches (Student Abstract) AAAI 2024 Attacking Transformers with Feature Diversity Adversarial Perturbation AAAI 2024 Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions EMNLP 2024 Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples AAAI 2024 AudioMarkBench: Benchmarking Robustness of Audio Watermarking NeurIPS 2024 AuriSRec: Adversarial User Intention Learning in Sequential Recommendation EMNLP 2024 Authorship Obfuscation in Multilingual Machine-Generated Text Detection EMNLP 2024 Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024 BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP CVPR 2024 BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract) AAAI 2024 Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs NeurIPS 2024 BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models EMNLP 2024 Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024 Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning AAAI 2024 Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video AAAI 2024 Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping AAAI 2024 Boosting Adversarial Transferability by Block Shuffle and Rotation CVPR 2024 Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning NeurIPS 2024 Boosting the Transferability of Adversarial Examples with Gradient-Aligned Ensemble Attack for Speaker Recognition Interspeech 2024 Breaking Semantic Artifacts for Generalized AI-generated Image Detection NeurIPS 2024 CAD: Photorealistic 3D Generation via Adversarial Distillation CVPR 2024 Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? CVPR 2024 Can Simple Averaging Defeat Modern Watermarks? NeurIPS 2024