Syed Mhamudul Hasan

Latest Update

• Accepted a journal paper (Q1, impact factor: 3.9) "Quantifying Robustness and Sustainability Trade-off in Federated Adversarial Learning for Cyber-Physical Systems" in IEEE Transactions on Sustainable Computing. [pdf]
• Accepted a conference paper "Sponge Attacks on Sensing AI: Energy-Latency Vulnerabilities and Defense via Model Pruning" in IEEE GLOBECOM 2025. [pdf]

Research Interests

• Cybersecurity, Privacy, and Trust in IoT and Cyber-Physical Systems
• Sustainability and Carbon Emission Analysis in Machine Learning and AI
• Adversarial Machine Learning and Federated Learning Security
• Energy-Latency Trade-offs in Secure AI Systems

Education

• Southern Illinois University Carbondale, IL, USA
  Doctor of Philosophy (Ph.D.) in Computer Science,
  GPA 3.88/4.0
  August 2023     December 2028 Anticipated
• Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh
  Bachelor of Science in Computer Science and Engineering,
  First Class
  From: March 2009     To: February 2015

Professional Experience

Selected Publications

• Towards sustainable secureml: Quantifying carbon footprint of adversarial machine learning, IEEE GreenNet 2024
• The Environmental Price of Intelligence: Evaluating the Social Cost of Carbon in Machine Learning, IEEE Sustech 2024
• Context-aware spatiotemporal poisoning attacks on wearable-based activity recognition, IEEE INFOCOM 2024 Poster
• Evaluating Sustainability and Social Costs of Adversarial Training in Machine Learning, IEEE Consumer Electronics Magazine 2024
• WatchOverGPT: A Framework for Real-Time Crime Detection and Response Using Wearable Camera and Large Language Model, IEEE COMPSAC 2024
• Sponge Attacks on Sensing AI: Energy-Latency Vulnerabilities and Defense via Model Pruning, IEEE GLOBECOM 2025
• Carbon Emission Quantification of Machine Learning: A Review, IEEE Transactions on Sustainable Computing 2025
• Quantifying Robustness and Sustainability Trade-off in Federated Adversarial Learning for Cyber-Physical Systems, IEEE Transactions on Sustainable Computing 2025

Technical Skills

• Programming: Java, PHP, Python, Spring Boot, Ruby on Rails, Next.js, AWS, .NET, SQL
• DevOps: Linux, Git, CI/CD, Docker, Kubernetes, Cloud Security
• Other: Academic Research, Technical Mentorship

Certifications

• CompTIA Security+ (SY0-601)
• CompTIA Network+ (N10-008)
• CompTIA DataSys+ (DS0-001)
• CompTIA Data+ (DA0-001)
• CompTIA Cloud Essentials+ (CLO-002)
• AWS Certified Solutions Architect – Associate (SAA-C02)
• AWS Certified Developer – Associate (DEV-C01)
• AWS Certified Cloud Practitioner (CLF-C01)
• Microsoft Azure Administrator Associate (AZ-104)
• Microsoft Azure Fundamentals (AZ-900)
• Kubernetes and Cloud Native Associate (KCNA)

Contact

Email: akash073 [at] gmail.com

LinkedIn: linkedin.com/in/syed-mhamudul-hasan