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Adversarial Learning

4854 directly classified papers

Papers per year

Papers

From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation EMNLP 2025
HITS at DISRPT 2025: Discourse Segmentation, Connective Detection, and Relation Classification EMNLP 2025
reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs EMNLP 2025
RP-PGD: Boosting Segmentation Robustness with a Region-and-Prototype Based Adversarial Attack AAAI 2025
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing AACL 2025
MoRoVoc: A Large Dataset for Geographical Variation Identification of the Spoken Romanian Language EMNLP 2025
Overcoming Black-box Attack Inefficiency with Hybrid and Dynamic Select Algorithms EMNLP 2025
Robust SAM: On the Adversarial Robustness of Vision Foundation Models AAAI 2025
Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization AACL 2025
DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-ID CVPR 2025
Enduring, Efficient and Robust Trajectory Prediction Attack in Autonomous Driving via Optimization-Driven Multi-Frame Perturbation Framework CVPR 2025
Towards Better Robustness Against Natural Corruptions in Document Tampering Localization AAAI 2025
Imperceptible 3D Point Cloud Attacks on Lattice-based Barycentric Coordinates AAAI 2025
A Unified, Resilient, and Explainable Adversarial Patch Detector CVPR 2025
Invisible Backdoor Attack against Self-supervised Learning CVPR 2025
MixerMDM: Learnable Composition of Human Motion Diffusion Models CVPR 2025
CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift AAAI 2025
Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025
Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models CVPR 2025
Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement CVPR 2025
Perception-Guided Jailbreak Against Text-to-Image Models AAAI 2025
PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies CVPR 2025
R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning CVPR 2025
Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNs CVPR 2025
Adversarial Propensity Weighting for Debiasing in Collaborative Filtering IJCAI 2025