معرفی
Yukui Luo is an Assistant Professor in the Department of Electrical and Computer Engineering at Binghamton University, SUNY. He earned his PhD in computer engineering (specializing in hardware-oriented security) from Northeastern University in 2023. His research focuses on advancing security in cloud and edge computing, with expertise in FPGA virtualization systems, IoT security, AI acceleration, and hardware accelerators.
- Education:
- Bachelor's: Shanghai University of Engineering Science
- Master's: Illinois Institute of Technology
- PhD: Northeastern University
His research interests emphasize hardware trustworthiness, including FPGA-based virtualization, IoT security, AI acceleration defenses, and secure database systems. Recent work includes frameworks like TBNet for neural network protection in trusted environments and AdAPI for efficient private inference in edge computing.
Notable contributions include publications at DAC 2024, ICCAD 2024, and IEEE conferences addressing FPGA vulnerabilities, privacy-preserving machine learning, and adversarial attack mitigation. He advises PhD students focusing on FPGA acceleration, hardware security, and machine learning. His lab explores cutting-edge solutions for secure computing in multi-tenant environments and edge devices.
Dr. Luo actively recruits PhD students (starting Fall 2026) with strong technical backgrounds in computer architecture, FPGA design, cybersecurity, or related fields. He emphasizes rigorous application requirements, including academic records and critical engagement with his research papers.
