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• Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning
  2018 · 783 citations
• ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches
  2022 · 46 citations
• Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables
  2018 · 44 citations
• Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks
  2018 · 40 citations
• Explaining Vulnerabilities of Deep Learning to Adversarial Malware Binaries
  2019 · 24 citations
• Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection
  2020 · 21 citations
• Machine Learning Security against Data Poisoning: Are We There Yet?
  2022 · 13 citations
• Energy-Latency Attacks via Sponge Poisoning