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Mengxin Zheng

Mengxin Zheng

Assistant Professor

BIOGRAPHY

Mengxin Zheng is an assistant professor of computer science at the University of Central Florida. Her research focuses on machine learning security and cybersecurity, with particular interest in backdoor attacks and defenses, AI data privacy protection, and the robustness of large language models.

Zheng earned a doctorate in computer engineering from Indiana University Bloomington in 2023. She has served on program committees for conferences and journals in her field.

Her work has been recognized with several awards, including a Young Fellow designation and a best student paper award

EDUCATION

  • Ph.D. in Computer Engineering – Indiana University, Bloomington

RESEARCH

  • Machine learning security
  • Cybersecurity

 

AWARDS

  • DAC Young Fellow (2023)
  • Best Student Paper Award (SPIE Photonics West Conference, 2023)
  • Cheng Wu Innovation Challenge Second Prize (2019)

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