Adversarial Learning

Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks CVPR 2025 AdvDisplay: Adversarial Display Assembled by Thermoelectric Cooler for Fooling Thermal Infrared Detectors AAAI 2025 Adversarial Attacks Against Automated Fact-Checking: A Survey EMNLP 2025 Adversarial Attacks on Event-Based Pedestrian Detectors: A Physical Approach AAAI 2025 Adversarial Attacks on Text-dependent Speaker Verification System Interspeech 2025 Adversarial Attention Perturbations for Large Object Detection Transformers ICCV 2025 Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization CVPR 2025 Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks AAAI 2025 Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification AAAI 2025 Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation ICLR 2025 Adversarial Robust Memory-Based Continual Learner ICCV 2025 Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025 Adversarial Training for Probabilistic Robustness ICCV 2025 Adversarial Training in High-Dimensional Regression: Generated Data and Neural Networks AISTATS 2025 Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness ICLR 2025 Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training EMNLP 2025 AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025 AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ACL 2025 Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks ACL 2025 Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows EMNLP 2025 A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-Offs AISTATS 2025 AHSG: Adversarial Attack on High-level Semantics in Graph Neural Networks ACML 2025 AIA: Autoregression-Based Injection Attacks Against Text2SQL Models AAAI 2025 AIM: Additional Image Guided Generation of Transferable Adversarial Attacks AAAI 2025 AIP: Subverting Retrieval-Augmented Generation via Adversarial Instructional Prompt EMNLP 2025