Cybersecurity
APT Emulation and Detection in ICS/OT
1 Jun 2026 · 4 min read
Research · Projects · Notes
Blog.
Things I’m investigating, building and learning along the way. From cybersecurity projects to the beginning of my PhD.
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All writing.
Project stories, research notes and occasional updates.
8 posts
Research journal
Starting my PhD at the University of Glasgow
I have started my PhD at the University of Glasgow, exploring cybersecurity and resilience in connected energy systems. These are my early starting points.
4 min read
Cybersecurity
APT Emulation and Detection in ICS/OT
My A3-graded MSci project built a Purdue-segmented industrial control system testbed with physical Siemens PLCs, then used MITRE Caldera to emulate a multi-stage APT campaign and collect data for provenance-based detection.
3 min read
Cybersecurity
Intrusion detection using Federated learning in IoT networks
I have written my bachelor's dissertation in federated learning. I used UNSW-NB15 database to train my random forest model.
3 min read
Cybersecurity
SANS CTF Competition
Recently, I had the opportunity to join a SANS CTF competition, and I want to share my experience.
1 min read
Builds & experiments
Res Website
What I learned from developing a website for an energy company called RES for internal use with 7 of my school friends.
3 min read
2 min read
Builds & experiments
This website
How I originally deployed this Next.js website with Docker, Nginx and Oracle Cloud, before moving it to Vercel.
2 min read
Builds & experiments
Inside My Self-Hosted Security Home Lab
A practical Raspberry Pi and Docker home lab using DNS filtering, VPN-gated access, Nginx and self-hosted services to develop security and systems skills.