Adversarial Learning

An Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models ICLR 2024 An LLM-Enhanced Adversarial Editing System for Lexical Simplification COLING 2024 Annealing Self-Distillation Rectification Improves Adversarial Training ICLR 2024 An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024 Arabic Synonym BERT-based Adversarial Examples for Text Classification EACL 2024 Are AI-Generated Text Detectors Robust to Adversarial Perturbations? ACL 2024 A Recipe for Improved Certifiable Robustness ICLR 2024 Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics IJCAI 2024 Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections NeurIPS 2024 Argument Relation Classification through Discourse Markers and Adversarial Training EMNLP 2024 Army of Thieves: Enhancing Black-Box Model Extraction via Ensemble Based Sample Selection WACV 2024 ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users NeurIPS 2024 ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs ACL 2024 ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings EMNLP 2024 A Simple and Yet Fairly Effective Defense for Graph Neural Networks AAAI 2024 Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models NeurIPS 2024 Assessing Neural Network Robustness via Adversarial Pivotal Tuning WACV 2024 Assist Is Just As Important as the Goal: Image Resurfacing To Aid Model's Robust Prediction WACV 2024 A Sublinear Adversarial Training Algorithm ICLR 2024 Asymmetric Bias in Text-to-Image Generation with Adversarial Attacks ACL 2024 Asynchronous Voice Anonymization Using Adversarial Perturbation On Speaker Embedding Interspeech 2024 A Theory of Fault-Tolerant Learning ICML 2024 ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator EMNLP 2024 Attack Deterministic Conditional Image Generative Models for Diverse and Controllable Generation AAAI 2024 Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data ICML 2024