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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
• Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers
  2020 · 55 citations
• On Designing Machine Learning Models for Malicious Network Traffic Classification
  2019 · 18 citations
• FENCE: Feasible Evasion Attacks on Neural Networks in Constrained Environments
  2019 · 8 citations
• CELEST: Federated Learning for Globally Coordinated Threat Detection
  2022 · 6 citations
• User Inference Attacks on Large Language Models
  2023 · 2 citations
• With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Linear Regression Models
  2020 · 1 citations
• Modeling Self-Propagating Malware with Epidemiological Models
  2022 · 1 citations