Research, publications & recognition

Peer-reviewed IEEE publications, international conference awards and reviewer roles in machine-learning-driven cybersecurity and cloud security, the academic foundation behind the engineering.

0IEEE Conference Papers
0Reviewer / TPC Roles
PhDInfoSec & Forensics
IEEEConference Reviewer

Selected Publications

Peer-reviewed IEEE research

My research focuses on machine-learning-driven cybersecurity, adaptive defence, cloud security intelligence, IP reputation validation and advanced anomaly detection.

IEEE · ICCCNT 2025 · IIT Indore, India

Triple-Layer Validation of IP Reputation in Cloud Firewalls Using Machine Learning for Enhanced Web Application Security

Presented at the 16th International Conference on Computing, Communication and Networking Technologies (ICCCNT 2025), IIT Indore, in association with the IEEE Electronics Packaging Society and AICTE.

IEEE · ICARC 2025 · Sabaragamuwa University of Sri Lanka

Hybrid Machine Learning Approach for Enhanced Vulnerability Detection in Cloud Environments Using NIST and MITRE Frameworks

Presented at the 5th International Conference on Advanced Research in Computing (ICARC 2025), Faculty of Computing, Sabaragamuwa University of Sri Lanka.

IEEE · ICATC 2024 · University of Kelaniya, Sri Lanka

Hybrid Supervised Machine Learning Driven Novel IP Reputation Validating Techniques for Cloud Firewalls

Presented at the 9th International Conference on Advances in Technology and Computing (ICATC 2024), Faculty of Computing and Technology, University of Kelaniya.

View full list on Google Scholar

Service to the Community

Reviewer & programme-committee roles

IEEE Conference Reviewer

Peer reviewer for IEEE international conferences including ICDCECE 2025 and SSITCON 2024.

TPC Member, Springer icSoftComp

Technical Programme Committee member & reviewer, CHARUSAT University, India.

Excellence in Reviewing

Recognised for outstanding contribution to the quality of the Asian Journal of Research in Computer Science.

For Industry & Universities

Whether you are a company or a university, let's collaborate

Industry leaders hire me to secure, build and automate. Universities engage me for senior lecturing, MSc & PhD supervision, research collaboration and internship programmes.

Curriculum Vitae

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