About
Hi, I'm Pantelis.
I'm an Informatics and Computer Engineer from Athens. I completed my integrated master's (MEng) at the University of West Attica in 2026, with a thesis on adversarial attacks against ML-based network intrusion detection.
I like understanding systems well enough to break them, and then working out what it takes to defend them. Recently I've trained in digital forensics with the University of Patras and practised offensive security on Hack The Box Academy.
Open to entry-level roles in network security, intrusion detection and digital forensics.

01Education
Where I studied
2020 – 2026
Integrated Master's (MEng), Informatics & Computer Engineering · University of West Attica
Thesis: adversarial attacks against ML-based network intrusion detection.Sep 2026
Thesis · Adversarial ML · Network security
Adversarial Attacks to Evade ML-based Network Intrusion Detection Systems. Trained an MLP and a Random Forest on CICIDS2017 and evaluated FGSM, PGD, ZOO and HopSkipJump attacks against them.
02Security training
Hands-on practice
Training
Hack The Box Academy · Offensive security
Training modules and practical labs in offensive security fundamentals, in Linux-based attack environments.
03Certifications
Courses & certificates
Digital Forensics
University of Patras
Cybersecurity in Critical Sectors
University of Piraeus
Career Essentials in Cybersecurity
Microsoft & LinkedIn
Verify credential ↗
Object Oriented Programming in C++
University of London · Coursera
Career Essentials in Software Development
Microsoft & LinkedIn
Verify credential ↗
Career Essentials in GitHub
GitHub & LinkedIn
Verify credential ↗
04Skills
Toolbox
- Security
- Network security · Intrusion detection · Adversarial ML · Digital forensics · Penetration testing fundamentals
- Machine learning
- PyTorch · scikit-learn · ART · NumPy · pandas
- Languages
- Python · Java · C · C++ · JavaScript
- Web
- React · Next.js · Node.js · Angular · Tailwind CSS
- Data
- MySQL · MongoDB · Supabase
- Tools
- Linux · Git · Docker
05Experience
Work
Mar 2023 – Aug 2024
Cashier · INDITEX
Register operations and weekly financial reconciliation in a high-traffic store, alongside university studies.
06Languages
Spoken
- Greek · Native
- English · Proficient
- German · A2