Syed Mhamudul Hasan
Syed Mhamudul Hasan
PhD Student in Computer Science (Fall 2023-Current)
School of Computing, Southern Illinois University Carbondale
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Ph.D. Student in Computer Science, Southern Illinois University Carbondale
B.S. in Computer Science and Engineering, Bangladesh University of Engineering and Technology
Research Interests: Cyber-Physical Systems, Cybersecurity, AI, Adversarial ML
Bio: Syed Mhamudul Hasan is pursuing a Ph.D. degree at Southern Illinois University Carbondale in Computer Science under the supervision of Dr. Abdur Rahman Bin Shahid. He earned his B.Sc. in Computer Science and Engineering from Bangladesh University of Engineering and Technology (BUET).
After completing his graduation, he began an 8-year IT career, starting as a .NET developer, creating software solutions and web applications. He later worked with technologies like Angular, Ruby on Rails, PHP Laravel, and Java, gaining experience in cloud computing and deploying applications on AWS. In his last role as a DevOps engineer at Dynamic Solution Innovators, he managed large-scale deployments on Kubernetes. He holds professional certifications, including AWS Cloud Practitioner, AWS Solution Architect - Associate, Kubernetes and Cloud Native Associate (KCNA), CompTIA Network+, and CompTIA Security+.
A technology enthusiast and avid learner, his current research focuses on cybersecurity and AI-based technologies, emphasizing sustainable AI. His research explores adversarial attacks, fairness-targeted attacks, and the balance between AI robustness and sustainability.
Certifications
AWS Cloud Practitioner
AWS Solution Architect - Associate
Kubernetes and Cloud Native Associate (KCNA)
CompTIA Network+
CompTIA Security+.
Publications:
Malithi Wanniarachchi Kankanamge, Nick McKenna, Santiago Carmona, Syed Mhamudul Hasan, Abdur R Shahid, Ahmed Imteaj, "Digital Forensic Investigation of the ChatGPT Windows Application", arXiv preprint arXiv:2505.23938
Syed Mhamudul Hasan, Taminul Islam, Munshi Saifuzzaman, Khaled R Ahmed, Chun-Hsi Huang, Abdur R. Shahid, "Carbon Emission Quantification of Machine Learning: A Review", IEEE Transactions on Sustainable Computing (2025)
Syed Mhamudul Hasan, Hussein Zangoti, Iraklis Anagnostopoulos, Abdur R. Shahid, "Sponge Attacks on Sensing AI: Energy-Latency Vulnerabilities and Defense via Model Pruning", arXiv preprint arXiv:2505.06454
Syed Mhamudul Hasan, Abdur R. Shahid, and Ahmed Imteaj, "Evaluating Sustainability and Social Costs of Adversarial Training in Machine Learning", in IEEE Consumer Electronics Magazine, doi: 10.1109/MCE.2024.3458350, 2024.
Syed Mhamudul Hasan, Abdur R. Shahid, and Ahmed Imteaj, "Towards Sustainable SecureML: Quantifying Carbon Footprint of Adversarial Machine Learning", 2024 IEEE International Conference on Communications Workshops (ICC Workshops), 2024.
Syed Mhamudul Hasan, AM Alotaibi, Sajedul Talukder, and Abdur R. Shahid, "Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach", 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024)
Abdur R. Shahid, Syed Mhamudul Hasan, Malithi Wanniarachchi Kankanamge, Md Zarif Hossain, Ahmed Imteaj, "WatchOverGPT: A Framework for Real-Time Crime Detection and Response Using Wearable Camera and Large Language Model (LLM)", 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024)
Malithi Wanniarachchi Kankanamge, Syed Mhamudul Hasan, Abdur R. Shahid, Ning Yang, "Large Language Model Integrated Healthcare Cyber-Physical Systems Architecture", 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024)
Abdur R. Shahid, Syed Mhamudul Hasan, Ahmed Imteaj, Shahriar Badsha, "Context-Aware Spatiotemporal Poisoning Attacks on Wearable-Based Activity Recognition", 2024 IEEE International Conference on Computer Communications (IEEE INFOCOM 2024) (Accepted as Poster).
Syed Mhamudul Hasan, Abdur R. Shahid, Ahmed Imteaj, "The Environmental Price of Intelligence: Evaluating the Social Cost of Carbon in Machine Learning", 11th IEEE Conference on Technologies for Sustainability (SusTech 2024).
Secure and Trustworthy Intelligent Systems (SHIELD) Lab
EGRA-409D
1230 Lincoln Dr, Carbondale, IL 62901
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