Adversarial Learning

Bad-PFL: Exploiting Backdoor Attacks against Personalized Federated Learning ICLR 2025 BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models CVPR 2025 BadVideo: Stealthy Backdoor Attack against Text-to-Video Generation ICCV 2025 BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance ACL 2025 BankTweak: Adversarial Attack Against Multi-Object Trackers by Manipulating Feature Banks IJCAI 2025 Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs COLING 2025 Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts EMNLP 2025 Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning EMNLP 2025 Beyond Function-Level Search: Repository-Aware Dual-Encoder Code Retrieval with Adversarial Verification EMNLP 2025 Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations EMNLP 2025 BinarySelect to Improve Accessibility of Black-Box Attack Research COLING 2025 BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing Attacks NAACL 2025 BLS-GAN: A Deep Layer Separation Framework for Eliminating Bone Overlap in Conventional Radiographs AAAI 2025 Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training ICML 2025 Boosting Adversarial Transferability through Augmentation in Hypothesis Space CVPR 2025 Boosting Adversarial Transferability via Negative Hessian Trace Regularization ICCV 2025 Boosting Adversarial Transferability via Residual Perturbation Attack ICCV 2025 Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning AAAI 2025 Boosting Generative Adversarial Transferability with Self-supervised Vision Transformer Features ICCV 2025 Boosting Ray Search Procedure of Hard-label Attacks with Transfer-based Priors ICLR 2025 Boosting Sentiment Analysis in Persian through a GAN-Based Synthetic Data Augmentation Method COLING 2025 Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders EMNLP 2025 Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature AAAI 2025 Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space ACL 2025 Breaking the Reviewer: Assessing the Vulnerability of Large Language Models in Automated Peer Review Under Textual Adversarial Attacks EMNLP 2025