Adversarial Learning

Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters AAAI 2025 Retention Score: Quantifying Jailbreak Risks for Vision Language Models AAAI 2025 Rethinking Backdoor Detection Evaluation for Language Models EMNLP 2025 Rethinking the Adversarial Robustness of Multi-Exit Neural Networks in an Attack-Defense Game CVPR 2025 Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift CVPR 2025 Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction ACL 2025 Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025 Robust SAM: On the Adversarial Robustness of Vision Foundation Models AAAI 2025 Root Defense Strategies: Ensuring Safety of LLM at the Decoding Level ACL 2025 RP-PGD: Boosting Segmentation Robustness with a Region-and-Prototype Based Adversarial Attack AAAI 2025 SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection EMNLP 2025 SaD: A Scenario-Aware Discriminator for Speech Enhancement Interspeech 2025 SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025 SafeQuant: LLM Safety Analysis via Quantized Gradient Inspection NAACL 2025 Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNs CVPR 2025 Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking ACL 2025 Scalable Surrogate Verification of Image-Based Neural Network Control Systems Using Composition and Unrolling AAAI 2025 SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models CVPR 2025 SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025 Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis CVPR 2025 SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters NAACL 2025 Side Effects of Erasing Concepts from Diffusion Models EMNLP 2025 Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models CVPR 2025 SLADE: Shielding against Dual Exploits in Large Vision-Language Models CVPR 2025 SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection ACL 2025