Sadman Siraj

Cybersecurity Researcher @Sandia National Laboratories

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.

Beihang University

Advanced Training

Arizona State University

Doctor of Philosophy - PhD

Orta Doğu Teknik Üniversitesi / Middle East Technical University

Advanced Training

The University of New Mexico

Master of Science - MS

University of Dhaka

Bachelor's degree

Northwestern Polytechnical University

Advanced Training