Sadman Siraj
Ph.D. researcher in Applied Artificial Intelligence || Wireless Networks and Systems || Distributed Decision-making Algorithms || Alternative Localizations with GPS Denial || Security and Trust in Cyber-physical Systems
- Role
- Cybersecurity Researcher at Sandia National Laboratories
- Location
- Phoenix, AZ, US
- LinkedIn followers
- 500 followers
About Sadman Siraj
Professional Summary • 4 years of research experience in conducting simulation-based…
Experience
Cybersecurity Researcher
Jan 2024 — Present · US
Goaltender Project: Cloud-Based Defense and Response Tools for the DER Ecosystem• A joint research project by the Department of Energy, Sandia National Laboratories, and Arizona State University.• Collected large, labeled dataset of 2030.5 XML and OCPP 2.0.1 JSON payloads, and parsed and pre-processed the collected dataset to create a training dataset for machine learning-based cyber-attack detection.• Extracted informative features from the collected payloads to distinguish between malicious and benign data samples.• Investigated dimensionality reduction techniques to reduce the risk of overfitting and enhance classification model efficiency.• Explored and evaluated multiple machine learning models for malware detection, considering supervised and un-supervised learning methods.
Education
Beihang University
Advanced Training
2017 — 2017
Arizona State University
Doctor of Philosophy - PhD
2025 — 2026
Orta Doğu Teknik Üniversitesi / Middle East Technical University
Advanced Training
2018 — 2018
The University of New Mexico
Master of Science - MS
2022 — 2023
University of Dhaka
Bachelor's degree
2016 — 2020
Northwestern Polytechnical University
Advanced Training
2019 — 2019
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