Adversarial Learning

CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers AAAI 2025 CoBia: Constructed Conversations Can Trigger Otherwise Concealed Societal Biases in LLMs EMNLP 2025 Compositional Targeted Multi-Label Universal Perturbations CVPR 2025 Con Instruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities ACL 2025 Corpus Poisoning via Approximate Greedy Gradient Descent ACL 2025 Counterfactual Debiasing for Physical Audiovisual Commonsense Reasoning AAAI 2025 CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird’s Eye View Perception AAAI 2025 D^3: Scaling Up Deepfake Detection by Learning from Discrepancy CVPR 2025 Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior CVPR 2025 Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models AAAI 2025 DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging CVPR 2025 Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal CVPR 2025 Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy AAAI 2025 Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks ACL 2025 Detecting Adversarial Data Using Perturbation Forgery CVPR 2025 DIDiffGes: Decoupled Semi-Implicit Diffusion Models for Real-time Gesture Generation from Speech AAAI 2025 DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-ID CVPR 2025 Differentiable Adversarial Attacks for Marked Temporal Point Processes AAAI 2025 DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising ACL 2025 Disentangled Information Bottleneck for Adversarial Text Defense EMNLP 2025 Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025 Does Chain-of-Thought Reasoning Really Reduce Harmfulness from Jailbreaking? ACL 2025 Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression AAAI 2025 Doppelgangers and Adversarial Vulnerability CVPR 2025 Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing CVPR 2025