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• Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning
  2018 · 783 citations
• Extracting Training Data from Large Language Models
  2020 · 275 citations
• Poisoning Web-Scale Training Datasets is Practical
  2023 · 15 citations
• Backdoor Attacks for In-Context Learning with Language Models
  2023 · 10 citations
• Stealing Part of a Production Language Model
  2024 · 7 citations
• Students Parrot Their Teachers: Membership Inference on Model Distillation
  2023 · 6 citations
• Privacy Side Channels in Machine Learning Systems
  2023 · 6 citations
• Network-Level Adversaries in Federated Learning
  2022 · 1 citations
• Thought-Transfer: Indirect Targeted Poisoning Attacks on Chain-of-Thought Reasoning Models
  2026
• LLMs unlock new paths to monetizing exploits
  2025
• Exploring the limits of strong membership inference attacks on large language models
  2025
• SafeNet: The Unreasonable Effectiveness of Ensembles in Private Collaborative Learning
  2022