Research

Academic research, papers, and benchmarks focused on cloud security and networks.

Cloud Misconfiguration Detection Benchmark — MSc Research

A reproducible benchmark comparing static and runtime cloud misconfiguration detection for fintech payment workloads on Azure, using Terraform variants that model high-impact security misconfigurations.

  • Evaluated detection tools on coverage, false-positive rate and time-to-flag, and analysed their complementarity.
  • Incorporates DORA and PCI DSS considerations. Released as an open, reproducible artefact.
Terraform Checkov TFSec Azure Policy Defender for Cloud
View GitHub Repo DOI: 10.5281/zenodo.21628426 (Manuscript submitted to IEEE; decision pending)

The PRCIM Framework

Proactive Resilience for Cloud Identity Management: Integrating AI-driven anomaly detection with Zero Trust to eliminate "Authorized User" fraud.

MSc Module Paper FinTech Security

Digital Forensic Processes

Critical Appraisal of Methodologies for the Collection and Analysis of Digital Evidence.

MSc Module Paper Forensics

Zero Trust Compliance

Evaluating the implementation challenges and regulatory alignment of Zero Trust architectures in modern cloud environments.

MSc Module Paper Compliance

AI Driven Security

Leveraging machine learning models for predictive threat analysis and automated incident triage.

MSc Module Paper AI/ML