Adversarial Learning

Fooling Polarization-Based Vision using Locally Controllable Polarizing Projection CVPR 2024 Fooling the Textual Fooler via Randomizing Latent Representations ACL 2024 FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation EMNLP 2024 Fool Your (Vision and) Language Model with Embarrassingly Simple Permutations ICML 2024 Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged Novels EACL 2024 Friendly Attacks to Improve Channel Coding Reliability AAAI 2024 From Coarse to Fine-Grained Open-Set Recognition CVPR 2024 From Shortcuts to Triggers: Backdoor Defense with Denoised PoE NAACL 2024 From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models NeurIPS 2024 Full-Distance Evasion of Pedestrian Detectors in the Physical World NeurIPS 2024 Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing CVPR 2024 Game-Theoretic Unlearnable Example Generator AAAI 2024 Generalization Bound and New Algorithm for Clean-Label Backdoor Attack ICML 2024 Generating Universal Adversarial Perturbations for Quantum Classifiers AAAI 2024 Generative Adversarial Model-Based Optimization via Source Critic Regularization NeurIPS 2024 Generative Adversarial Ranking Nets JMLR 2024 Generative Model Perception Rectification Algorithm for Trade-Off between Diversity and Quality AAAI 2024 GenSeg: On Generating Unified Adversary for Segmentation IJCAI 2024 Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images NeurIPS 2024 GLOW: Global Layout Aware Attacks on Object Detection CVPR 2024 Gradient Alignment for Cross-Domain Face Anti-Spoofing CVPR 2024 Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes NeurIPS 2024 GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis ACL 2024 Graph Neural Network Explanations are Fragile ICML 2024 GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models NeurIPS 2024