Skip to content
conftrace_

data poisoning

158 papers

Explore in graph

Co-occurring keywords · papers mentioning both

backdoor attack (56) adversarial attack (42) adversarial learning (27) poisoning attack (16) adversarial robustness (12) backdoor defense (10) adversarial training (10) adversarial defense (10) neural network (10) model security (10)

Papers

Persistent Pre-training Poisoning of LLMs ICLR 2025 PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models NAACL 2025 Poisoning Bayesian Inference via Data Deletion and Replication AISTATS 2025 Policy Teaching via Data Poisoning in Learning from Human Preferences AISTATS 2025 Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment EMNLP 2025 Protecting against simultaneous data poisoning attacks ICLR 2025 Protecting Model Adaptation from Trojans in the Unlabeled Data AAAI 2025 Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning ICLR 2025 Q-Detection: A Quantum-Classical Hybrid Poisoning Attack Detection Method IJCAI 2025 SADBA: Self-Adaptive Distributed Backdoor Attack Against Federated Learning AAAI 2025 Scaling Trends for Data Poisoning in LLMs AAAI 2025 Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models CVPR 2025 Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs IJCNLP 2025 Trustworthy Machine Learning through Data-Specific Indistinguishability ICML 2025 Two Sides of the Same Coin: Learning the Backdoor to Remove the Backdoor AAAI 2025 Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted CVPR 2025 Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks ICLR 2025 2D-OOB: Attributing Data Contribution Through Joint Valuation Framework NeurIPS 2024 Adversarial Backdoor Attack by Naturalistic Data Poisoning on Trajectory Prediction in Autonomous Driving CVPR 2024 Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions EMNLP 2024 Backdoor Attacks via Machine Unlearning AAAI 2024 Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection NAACL 2024 Backdoor NLP Models via AI-Generated Text COLING 2024 BrainWash: A Poisoning Attack to Forget in Continual Learning CVPR 2024 Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning ICLR 2024