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conftrace_

adversarial learning

1,659 papers

AL

Papers

TOTF: Missing-Aware Encoders for Clustering on Multi-View Incomplete Attributed Graphs IJCAI 2025 Toward Improving Robustness and Accuracy in Unsupervised Domain Adaptation AAAI 2025 Toward Optimal LLM Alignments Using Two-Player Games EMNLP 2025 TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs AAAI 2025 Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions EMNLP 2025 Two Sides of the Same Coin: Learning the Backdoor to Remove the Backdoor AAAI 2025 UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification CVPR 2025 UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning CVPR 2025 UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models AAAI 2025 VestaBench: An Embodied Benchmark for Safe Long-Horizon Planning Under Multi-Constraint and Adversarial Settings EMNLP 2025 VideoEraser: Concept Erasure in Text-to-Video Diffusion Models EMNLP 2025 VideoPASTA: 7K Preference Pairs That Matter for Video-LLM Alignment EMNLP 2025 Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety NAACL 2025 WARLearn: Weather-Adaptive Representation Learning WACV 2025 Watching the AI Watchdogs: A Fairness and Robustness Analysis of AI Safety Moderation Classifiers NAACL 2025 Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models AAAI 2025 When Visual State Space Model Meets Backdoor Attacks WACV 2025 When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning AAAI 2025 Why Safeguarded Ships Run Aground? Aligned Large Language Models’ Safety Mechanisms Tend to Be Anchored in The Template Region ACL 2025 Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors EMNLP 2025 3D Visibility-Aware Generalizable Neural Radiance Fields for Interacting Hands AAAI 2024 Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning AISTATS 2024 A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models ACL 2024 Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ACL 2024 Activation-Descent Regularization for Input Optimization of ReLU Networks ICML 2024