Adversarial Learning

CNLP-NITS-PP at GenAI Detection Task 3: Cross-Domain Machine-Generated Text Detection Using DistilBERT Techniques COLING 2025 CodeDPO: Aligning Code Models with Self Generated and Verified Source Code ACL 2025 Code_Gen at BLP-2025 Task 1: Enhancing Bangla Hate Speech Detection with Transformers through Token-Aware Adversarial Contrastive Training and Layer-wise Learning Rate Decay AACL 2025 Collapsing Sequence-Level Data-Policy Coverage via Poisoning Attack in Offline Reinforcement Learning UAI 2025 Compositional Targeted Multi-Label Universal Perturbations CVPR 2025 Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing ICLR 2025 Conditional GAN for Enhancing Diffusion Models in Efficient and Authentic Global Gesture Generation from Audios WACV 2025 Confidence Elicitation: A New Attack Vector for Large Language Models ICLR 2025 Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information EMNLP 2025 Confound from All Sides, Distill with Resilience: Multi-Objective Adversarial Paths to Zero-Shot Robustness ICCV 2025 Contrasting Adversarial Perturbations: The Space of Harmless Perturbations AAAI 2025 Corpus Poisoning via Approximate Greedy Gradient Descent ACL 2025 CoSDA: Enhancing the Robustness of Inversion-based Generative Image Watermarking Framework AAAI 2025 Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation ICCV 2025 CPSample: Classifier Protected Sampling for Guarding Training Data During Diffusion ICLR 2025 Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings ACL 2025 Cross-Domain Fake News Detection based on Dual-Granularity Adversarial Training COLING 2025 Cross-Modal Stealth: A Coarse-to-Fine Attack Framework for RGB-T Tracker AAAI 2025 CSF-GAN: Cross-modal Semantic Fusion-based Generative Adversarial Network for Text-guided Image Inpainting IJCAI 2025 Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025 Dagger Behind Smile: Fool LLMs with a Happy Ending Story EMNLP 2025 DAMAGE: Detecting Adversarially Modified AI Generated Text COLING 2025 Data-centric NLP Backdoor Defense from the Lens of Memorization NAACL 2025 Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior CVPR 2025 Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models AAAI 2025