adversarial robustness

σ-zero: Gradient-based Optimization of ℓ_0-norm Adversarial Examples ICLR 2025 3SAT: A Simple Self-Supervised Adversarial Training Framework AAAI 2025 A²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion AAAI 2025 Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing ACL 2025 Adaptive Gradient Clipping for Robust Federated Learning ICLR 2025 Adaptive Median Smoothing: Adversarial Defense for Unlearned Text-to-Image Diffusion Models at Inference Time ICML 2025 Advancing Adversarial Robustness in GNeRFs: The IL2-NeRF Attack CVPR 2025 Adversarial Attacks Against Automated Fact-Checking: A Survey EMNLP 2025 Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings ICLR 2025 Adversarially-Robust TD Learning with Markovian Data: Finite-Time Rates and Fundamental Limits AISTATS 2025 Adversarial Robust Memory-Based Continual Learner ICCV 2025 Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees ICML 2025 Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025 Adversarial Training for Graph Convolutional Networks: Stability and Generalization Analysis IJCAI 2025 Adversarial Training for Probabilistic Robustness ICCV 2025 Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness ICLR 2025 AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025 A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-Offs AISTATS 2025 Aligning Visual Contrastive learning models via Preference Optimization ICLR 2025 Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution AAAI 2025 A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer IJCAI 2025 An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025 ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025 Artificial Kuramoto Oscillatory Neurons ICLR 2025 ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks ICLR 2025