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Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

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giorgiosld/README.md

👋 Hi there! I'm Giorgio

🚀 Cybersecurity Engineer | AI & Kernel Security Researcher | eBPF & Memory Forensics Enthusiast

🎓 About Me

I am pursuing a double MSc in Artificial Intelligence at Reykjavik University and Cybersecurity at University of Camerino. My research focuses on log anomaly detection with LLMs and machine learning in cybersecurity, exploring AI-driven security solutions to enhance threat detection and system resilience.

🛠️ Research & Technical Expertise

I specialize in memory forensics, kernel security, and AI-driven threat detection. Passionate about low-level programming, I explore Rust and eBPF for advanced in-kernel security monitoring. My master’s thesis focuses on eBPF with the Aya framework, developing high-performance security mechanisms for real-time anomaly detection and threat defense.

⚙️ TECH STACK

🔹 Core Technologies

Rust Python C Bash Java

🐧 Linux & System Expertise

I work extensively with Linux environments, tailoring each for specific needs:

  • Parrot OS 🛡️ is my daily driver, optimized for security research, development, and forensic analysis.
  • RHEL 9 🏢 is my go-to for enterprise security, system administration, and automation.

🛠 System Virtualization & Automation

I actively use virtualization and containerization for system testing and development:

QEMU Docker Proxmox Git

📈 GitHub Stats

🔍 Find Me Online

💻 Always exploring the intersection of AI, Cybersecurity, and Kernel Programming. Let's connect! 🤝

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  1. Distributed-Systems Distributed-Systems Public archive

    This repo contains all the material for the exam about the course of Distributed Systems supplied in the Master Degree (LM-18) at the University of Camerino

    TeX

  2. Machine-Learning-in-Cybersecurity Machine-Learning-in-Cybersecurity Public

    This repository contains the coursework and projects for the Machine Learning in Cybersecurity (T-710-MLCS) course supplied in the Cybersecurity Master Degree at Reykjavik University.

    Python

  3. Natural-Language-Processing Natural-Language-Processing Public archive

    This repository contains the coursework and projects for the Natural Language Processing (T-725-MALV) course supplied in the Cybersecurity Master Degree at Reykjavik University.

    Jupyter Notebook

  4. Security-By-Design Security-By-Design Public archive

    This repo contains the lab exercise about the course of Security by Design supplied in the Master Degree (LM-18) at the University of Camerino

    C

  5. Log-Anomaly-Detection-via-LLMs Log-Anomaly-Detection-via-LLMs Public archive

    Final project for the T-725-MALV course at Reykjavik University (Fall 2024), exploring Large Language Models (LLAMA, BERT) for anomaly detection in system logs through fine-tuning and benchmarking …

    Python

  6. OS-Fingerprint-ML OS-Fingerprint-ML Public

    A machine learning approach to operating system fingerprinting through analysis of raw memory dumps and pointer graphs. This project is part of the T-710-MLCS (Machine Learning in Cybersecurity) co…

    Python