data poisoning

Abstract Gradient Training: A Unified Certification Framework for Data Poisoning, Unlearning, and Differential Privacy JMLR 2026 DIFT: Protecting Contrastive Learning Against Data Poisoning Backdoor Attacks AAAI 2026 Exploiting Missing Data Remediation Strategies Using Adversarial Missingness Attacks AAAI 2026 Fully Decentralized Certified Unlearning CVPR 2026 HealSplit: Towards Self-Healing Through Adversarial Distillation in Split Federated Learning AAAI 2026 On Robustness of Linear Classifiers to Targeted Data Poisoning AAAI 2026 On the Relevance of Byzantine Robust Optimization Against Data Poisoning JMLR 2026 Towards Stealthy and Effective Backdoor Attacks on Lane Detection: A Naturalistic Data Poisoning Approach CVPR 2026 Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks ICLR 2025 Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks AAAI 2025 Backdooring Self-Supervised Contrastive Learning by Noisy Alignment ICCV 2025 Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security ICML 2025 Char-mander Use mBackdoor! A Study of Cross-lingual Backdoor Attacks in Multilingual LLMs EMNLP 2025 Collapsing Sequence-Level Data-Policy Coverage via Poisoning Attack in Offline Reinforcement Learning UAI 2025 Cut the Deadwood Out: Backdoor Purification via Guided Module Substitution EMNLP 2025 Data Poisoning for In-context Learning NAACL 2025 Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning ICLR 2025 Defending Against Repetitive Backdoor Attacks on Semi-Supervised Learning through Lens of Rate-Distortion-Perception Trade-Off WACV 2025 Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models EMNLP 2025 Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution CVPR 2025 Is Poisoning a Real Threat to DPO? Maybe More So Than You Think AAAI 2025 Machine Unlearning Fails to Remove Data Poisoning Attacks ICLR 2025 MP-Nav: Enhancing Data Poisoning Attacks against Multimodal Learning ICML 2025 Object-Level Backdoor Attacks in RGB-T Semantic Segmentation with Cross-Modality Trigger Optimization IJCAI 2025 On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning ICLR 2025