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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique EMNLP 2025
Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations EMNLP 2025
Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models EMNLP 2025
How Does DPO Reduce Toxicity? A Mechanistic Neuron-Level Analysis EMNLP 2025
Too Helpful, Too Harmless, Too Honest or Just Right? EMNLP 2025
Enhancing Chinese Offensive Language Detection with Homophonic Perturbation EMNLP 2025
Attention Eclipse: Manipulating Attention to Bypass LLM Safety-Alignment EMNLP 2025
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs EMNLP 2025
LOTA: Bit-Planes Guided AI-Generated Image Detection ICCV 2025
PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization EMNLP 2025
Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation EMNLP 2025
Detecting Adversarial Data Using Perturbation Forgery CVPR 2025
Optical-Flow Guided Prompt Optimization for Coherent Video Generation CVPR 2025
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models CVPR 2025
Instant Adversarial Purification with Adversarial Consistency Distillation CVPR 2025
Improving the Transferability of Adversarial Attacks on Face Recognition with Diverse Parameters Augmentation CVPR 2025
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing CVPR 2025
I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models CVPR 2025
Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNs CVPR 2025
Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement CVPR 2025
SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection ACL 2025
Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data CVPR 2025
Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025
EntropyMark: Towards More Harmless Backdoor Watermark via Entropy-based Constraint for Open-source Dataset Copyright Protection CVPR 2025
McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis WACV 2025