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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

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
CamoFA: A Learnable Fourier-Based Augmentation for Camouflage Segmentation WACV 2025
Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025
Reducing the Content Bias for AI-Generated Image Detection WACV 2025
PoolAtnRes: Towards Generalisable Differential Morphing Attack Detection WACV 2025
Adversarial Attention Deficit: Fooling Deformable Vision Transformers with Collaborative Adversarial Patches WACV 2025
When Visual State Space Model Meets Backdoor Attacks WACV 2025
Low-Frequency Black-Box Backdoor Attack via Evolutionary Algorithm WACV 2025
IAP: Invisible Adversarial Patch Attack through Perceptibility-Aware Localization and Perturbation Optimization ICCV 2025
Leveraging Spatial Invariance to Boost Adversarial Transferability ICCV 2025
Domain_adaptation at SemEval-2025 Task 11: Adversarial Domain Adaptation for Text-based Emotion Recognition ACL 2025
Using Humor to Bypass Safety Guardrails in Large Language Models ACL 2025
Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems ACL 2025
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems ACL 2025
FREE: Fast and Robust Vision Language Models with Early Exits ACL 2025
Adversarial Preference Learning for Robust LLM Alignment ACL 2025
Precision vs. Perturbation: Robustness Analysis of Synonym Attacks in Ukrainian NLP ACL 2025
Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training EMNLP 2025
SQL Injection Jailbreak: A Structural Disaster of Large Language Models ACL 2025
Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction ACL 2025
Corpus Poisoning via Approximate Greedy Gradient Descent ACL 2025
DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-ID CVPR 2025
Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors ACL 2025
GOODLIAR: A Reinforcement Learning-Based Deceptive Agent for Disrupting LLM Beliefs on Foundational Principles ACL 2025