Adversarial Learning

Adversarial Latent Feature Augmentation for Fairness ICLR 2025 Adversarial Learning Based Knowledge Distillation on 3D Point Clouds WACV 2025 Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification AAAI 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 Machine Unlearning ICLR 2025 Adversarial Preference Learning for Robust LLM Alignment ACL 2025 Adversarial Propensity Weighting for Debiasing in Collaborative Filtering IJCAI 2025 Adversarial Purification via Super-Resolution and Diffusion ICCV 2025 Adversarial Reasoning at Jailbreaking Time ICML 2025 Adversarial Reconstruction Feedback for Robust Fine-grained Generalization ICCV 2025 Adversarial Robust Generalization of Graph Neural Networks ICML 2025 Adversarial Robust Memory-Based Continual Learner ICCV 2025 Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees ICML 2025 Adversarial Robustness via Deformable Convolution with Stochasticity ICML 2025 Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step ICLR 2025 Adversarial Search Engine Optimization for Large Language Models ICLR 2025 Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data ICLR 2025 Adversarial Training for Defense Against Label Poisoning Attacks ICLR 2025 Adversarial Training for Graph Convolutional Networks: Stability and Generalization Analysis IJCAI 2025 Adversarial Training for Probabilistic Robustness ICCV 2025 Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting AISTATS 2025 Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training EMNLP 2025 Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning AAAI 2025 AdvGrasp: Adversarial Attacks on Robotic Grasping from a Physical Perspective IJCAI 2025