adversarial robustness

Atoxia: Red-teaming Large Language Models with Target Toxic Answers NAACL 2025 ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks CVPR 2025 Attack as Defense: Safeguarding Large Vision-Language Models from Jailbreaking by Adversarial Attacks EMNLP 2025 AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models AAAI 2025 BadRobot: Jailbreaking Embodied LLM Agents in the Physical World ICLR 2025 BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection COLING 2025 Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs COLING 2025 Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction EMNLP 2025 Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats NAACL 2025 Boost Embodied AI Models with Robust Compression Boundary IJCAI 2025 Breach By A Thousand Leaks: Unsafe Information Leakage in 'Safe' AI Responses ICLR 2025 Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature AAAI 2025 Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach ACL 2025 Bridging the Theoretical Gap in Randomized Smoothing AISTATS 2025 Can Go AIs Be Adversarially Robust? AAAI 2025 Certification of Speaker Recognition Models to Additive Perturbations AAAI 2025 Certified Human Trajectory Prediction CVPR 2025 Certified Robustness Under Bounded Levenshtein Distance ICLR 2025 Certified Trustworthiness in the Era of Large Language Models AAAI 2025 Char-mander Use mBackdoor! A Study of Cross-lingual Backdoor Attacks in Multilingual LLMs EMNLP 2025 CIARD: Cyclic Iterative Adversarial Robustness Distillation ICCV 2025 Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025 CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP CVPR 2025 CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification ICLR 2025 COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks AAAI 2025