Adversarial Learning

Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis CVPR 2025 END^2: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions AAAI 2025 Enhancing Adversarial Transferability with Adversarial Weight Tuning AAAI 2025 Enhancing Chinese Offensive Language Detection with Homophonic Perturbation EMNLP 2025 Enhancing Facial Privacy Protection via Weakening Diffusion Purification CVPR 2025 Enhancing LLM-Based Social Bot via an Adversarial Learning Framework EMNLP 2025 Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning AAAI 2025 Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025 Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems ACL 2025 Enhancing the Adversarial Robustness via Manifold Projection AAAI 2025 Enhancing Transferability of Audio Adversarial Example for Both Frequency- and Time-domain IJCAI 2025 EntropyMark: Towards More Harmless Backdoor Watermark via Entropy-based Constraint for Open-source Dataset Copyright Protection CVPR 2025 Everywhere Attack: Attacking Locally and Globally to Boost Targeted Transferability AAAI 2025 Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning AAAI 2025 Exploiting Prompt-induced Confidence for Black-Box Attacks on LLMs EMNLP 2025 Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment CVPR 2025 FaceShield: Defending Facial Image against Deepfake Threats ICCV 2025 Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training ICCV 2025 Fair Text Classification via Transferable Representations JMLR 2025 FastJSMA: Accelerating Jacobian-based Saliency Map Attacks through Gradient Decoupling ICCV 2025 Fed-DFA: Federated Distillation for Heterogeneous Model Fusion Through the Adversarial Lens AAAI 2025 Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique EMNLP 2025 FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error CVPR 2025 First Line of Defense: A Robust First Layer Mitigates Adversarial Attacks AAAI 2025 Foot-In-The-Door: A Multi-turn Jailbreak for LLMs EMNLP 2025