Latest posts

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Work Experience

• Mar2024 - Present
  Pinnacle Medicines
  ML Research Scientist

  ML for Peptide Drug Discovery

• May2020 - Mar2024
  Peraton Labs
  ML Research Scientist

  Adversarial Machine Learning for Cybersecurity

Publications

• 2024
  Backdoor Attacks During Retraining of Machine Learning Models: A Mitigation Approach
  M. Yudin, A. Reddy, S. Venkatesan, R. Izmailov
  SECRYPT 2024
• 2023
  An Improved Nested Training Approach to Mitigate Clean-label Attacks against Malware Classifiers
  A. Reddy, S. Venkatesan, R. Izmailov, A. Oprea
  MILCOM 2023
• 2022
  Data Sanitization Approach to Mitigate Clean-Label Attacks Against Malware Detection Systems
  S. Ho, A. Reddy, S. Venkatesan, R. Izmailov, R. Chadha, A. Oprea
  MILCOM 2022
• 2022
  Poisoning attacks on machine learning models in cyber systems and mitigation strategies
  R. Izmailov, S. Venkatesan, A. Reddy, R. Chadha, M. De Lucia, A. Oprea
  SPIE Disruptive Technologies in Information Sciences VI, 2022