PhD Applicant · Cybersecurity & Trustworthy AI

Building secure, trustworthy AI for the systems critical infrastructure runs on.

Hi, I am Md Mazharul Islam — a cloud engineer and cybersecurity researcher working at the intersection of privacy-preserving computation, trustworthy AI and LLM security, and the resilience of cyber-physical systems. I am pursuing a PhD to design infrastructure that stays secure as intelligent systems take on increasingly critical roles.

  • MSc CGPA 3.97 / 4.00
  • First-author journals + 10 conference papers
  • Vice-Chancellor's Gold Medal

/ Research Focus

Privacy-Preserving Computing & Cryptography

Searchable and homomorphic encryption, identity-based encryption, secure multi-party computation, and privacy-preserving cloud storage.

Trustworthy AI & LLM Security

Adversarial robustness, federated learning, secure fine-tuning of LLMs, RAG security, and defensive architectures for AI in safety-critical settings.

Cyber-Physical Systems Security

Anomaly detection, resilience, and secure communication in smart grids and IoT-enabled critical infrastructure.

/ Research Highlights

  • First-author journal article on privacy-preserving fraud detection in health-insurance systems — Engineering Reports (Wiley), 2025.
  • Proposed defensive architectures for securing Large Language Models in cyber-physical systems — ICCIT 2025 (IEEE).
  • Built privacy-preserving encrypted cloud storage and keyword-search frameworks (MSc thesis).
  • Developed machine-learning anomaly and fault detection for reliable, secure operation of critical-infrastructure systems.
  • Engineered cyber-physical testbeds and co-simulation with NS-3, HELICS, and GridPACK for smart-grid security.

/ Research Experience

Research Assistant

Jan 2024 – Present
Institute for Advanced Research (IAR) Lab · United International University & North South University
  • Designing a privacy-preserving fraud-detection framework for healthcare data using cryptographic techniques and machine-learning anomaly detection.
  • Developing models to identify abnormal and fraudulent patterns across healthcare and critical-infrastructure datasets.
  • Conducting experimental evaluation of detection accuracy, scalability, and system security.

Graduate Research Assistant

Feb 2022 – Apr 2024
Cyber-Physical System Research Lab · North South University
  • Built and deployed cyber-physical system (CPS) testbeds for smart-grid security research and attack–defense simulation.
  • Modeled and synchronized power-system and communication layers using NS-3, HELICS, and GridPACK on Linux.
  • Developed co-simulation environments to analyze attack impact, resilience, and anomaly-detection strategies.

/ Professional Experience

Assistant Manager (Cloud)

Apr 2024 – Present
Bangladesh Data Center Company Limited (BDCCL)
  • Provision and manage Oracle Cloud Infrastructure (OCI) compute, storage, and database resources under an Infrastructure-as-Code model.
  • Automate infrastructure delivery with Terraform for consistent, repeatable, and auditable deployments.
  • Deliver SLA-driven cloud support, security, and compliance — troubleshooting and resolving client issues for seamless service.

Cybersecurity Instructor

Sep – Nov 2023
Ethics Advanced Technology Limited (EATL)
  • Delivered hands-on cybersecurity training to 50+ IT professionals from leading banks using EC-Council ICBT iLabs.
  • Designed and managed interactive labs in network security, ethical hacking, and incident response.
  • Mentored participants individually to strengthen practical threat detection and mitigation skills.

Solution Engineer

Dec 2020 – May 2021
One World Infotech Limited
  • Deployed enterprise multi-factor authentication (OneSpan) to strengthen client security posture.
  • Conducted penetration testing and vulnerability assessments across enterprise environments.
  • Supported SOC transformation and incident-response readiness aligned with compliance requirements.

/ Education

MSc, Computer Science & Engineering
North South University · Thesis on encrypted cloud storage & search
2020 · CGPA 3.97 / 4.00
BSc, Computer Science & Engineering
North South University · Dhaka, Bangladesh
2018 · CGPA 3.24 / 4.00

/ Honors & Awards

  • Vice-Chancellor's Gold Medal — North South University, 25th Convocation (December 2024).
  • 2nd Place Globally — Huawei ICT Competition 2024, Network Track (Shenzhen, China).
  • 3rd Place Nationally — Huawei ICT Competition 2024 (Bangladesh).
  • Peer Reviewer — ICDCC-2024 (VIT Bhopal University) and ICIDS-2024 (Manipal University Jaipur).

/ PhD Research Goal

To develop secure, trustworthy, and resilient AI-enabled cloud and cyber-physical infrastructure that protects critical systems and enables the safe deployment of intelligent technologies.