Adversarial Learning

Fight Back Against Jailbreaking via Prompt Adversarial Tuning NeurIPS 2024 Fooling Polarization-Based Vision using Locally Controllable Polarizing Projection CVPR 2024 FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation EMNLP 2024 GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers AAAI 2024 Game-Theoretic Unlearnable Example Generator AAAI 2024 GLOW: Global Layout Aware Attacks on Object Detection CVPR 2024 GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models NeurIPS 2024 GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NeurIPS 2024 Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds CVPR 2024 How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs ACL 2024 Illusory Attacks: Information-theoretic detectability matters in adversarial attacks ICLR 2024 Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation NeurIPS 2024 Improving Adversarial Robustness via Feature Pattern Consistency Constraint IJCAI 2024 Improving Alignment and Robustness with Circuit Breakers NeurIPS 2024 Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images ICLR 2024 Infrared Adversarial Car Stickers CVPR 2024 Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models NeurIPS 2024 Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models CVPR 2024 Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment EMNLP 2024 JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models NeurIPS 2024 Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters NeurIPS 2024 Know Thine Enemy: Adaptive Attacks on Misinformation Detection Using Reinforcement Learning ACL 2024 Large Language Models Are Involuntary Truth-Tellers: Exploiting Fallacy Failure for Jailbreak Attacks EMNLP 2024 Linguistic Obfuscation Attacks and Large Language Model Uncertainty EACL 2024 Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes NeurIPS 2024