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
  • Adversarial weight attacks and defenses
  • Adversarial input attacks and defenses
  • Model inversion attacks on deep neural network
  • Model stealing attacks using memory side-channel
  • Efficient implementation of machine learning framework
  • Computer vision algorithms for model compression and efficient on-device learning
  • Exploring hardware (e.g., FPGA/CPU/GPU) vulnerabilities using novel adversarial attack 
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Recent News:​
  • Our paper accepted at CVPR 2024, Congratulations Sabbir and Ranyang ! 
  • Our paper accepted at DAC 2024, Congratulations Ranyang and Sabbir! 
  • Our paper accepted at DATE 2024, Congratulations Ranyang and Sabbir! 
  • I have received the Educator of the Year Award from the CS department at Binghamton University for 2022-23 academic year.   
  • Our paper accepted at IPC 2023, Congratulations David!
  • Our paper accepted at ICCV 2023. Congratulations Sabbir!