Rashik Shadman
Ph.D. Student, Electrical and Computer Engineering
Clarkson University
Email: shadmar (at) clarkson (dot) edu

PhD student, Electrical and Computer Engineering, Clarkson University.
Research Topic: Toward Improved System Security with Robust Intruder Identification
Advisor: Faraz Hussain
MS, Electrical and Computer Engineering, Southern Illinois University Carbondale.
Thesis: The Development of Neural Network Architectures for Image Classification to Prevent Sudden Infant Death in Smart Buildings
Advisor: Chao Lu
BS, Electrical and Electronic Engineering, Islamic University of Technology.
Thesis: Categorizing M2M Devices for Efficient Random Access in LTE

Research Interests - Deep Learning, Biometrics, Explainability of AI Systems, Keystroke Authentication etc.

Publications

Keystroke Dynamics: Concepts, Techniques and Applications
Rashik Shadman, Ahmed Anu Wahab, Michael Manno, Matthew Lukaszewski, Daqing Hou, Faraz Hussain
[arXiv]
The Utility of Feature Reuse: Transfer Learning in Data-Starved Regimes
Rashik Shadman, M.G. Sarwar Murshed, Edward Verenich, Alvaro Velasquez, Faraz Hussain
The 2023 International Conference on Computational Science and Computational Intelligence (CSCI)
A Novel Keystroke Dataset for Preventing Advanced Persistent Threats
Xiaofei Wang, Rashik Shadman, Daqing Hou, Faraz Hussain, Stephanie Schuckers
13th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2024)

Fall 2021 & Fall 2022: Teaching Assistant for EE 262: Introduction to Object-Oriented Programming and Software Design at Clarkson University
Spring 2022 & Spring 2023: Teaching Assistant for ES 250: Electrical Science at Clarkson University
Fall 2019 - Summer 2021: Graduate Assistant at Southern Illinois University Carbondale
2017-2019: Lecturer at CSE Department, Uttara University, Dhaka, Bangladesh

Education