I am an Assistant Professor at the School of Computing, Binghamton University (SUNY). Previously, I completed my Ph.D. (2022) and Masters (2021) in Computer Engineering at Arizona State University (ASU), under the supervision of Dr. Deliang Fan. Before joining ASU, I completed my B.Sc. degree in Electrical and Electronic Engineering (EEE) from Bangladesh University of Engineering and Technology (BUET) in 2016. My research interest focuses on Deep Learning, Computer Vision and Security.

Currently, I am working on the following research directions:
  • Security of deep learning algorithms specifically targeting generative models
  • Security exploitation of AI agents utilizing large language model
  • Model stealing attacks using side-channel attacks
  • Designing algorithms for model compression and efficient inference
  • Exploring hardware (e.g., FPGA/CPU/GPU) vulnerabilities
Adnan_CV.pdf
File Size: 55 kb
File Type: pdf
Download File
Recent News:​
  • I will be serving as the session (AI under attack) chair in DAC 2025.
  • I have received the outstanding TPC member award from DAC 2025. 
  • New publications Alert: CCS 2024, CVPR 2025, GLSVLSI 2025, ICCAD 2025, DATE 2025, IEEE TCAD and Embedded system letters. Congratulations to the collaborators and students.
  • Our paper is accepted at CVPR 2024, Congratulations Sabbir and Ranyang ! 
  • Our paper is accepted at DAC 2024, Congratulations Ranyang and Sabbir! 
  • Our paper is accepted at DATE 2024, Congratulations Ranyang and Sabbir! 
  • I have received the Educator of the Year Award from the CS department at Binghamton University (2022-23).   
  • Our paper is accepted at IPC 2023, Congratulations David!
  • Our paper is accepted at ICCV 2023. Congratulations Sabbir!