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n00rcps/README.md

🧠 Nour Ali Eid ALHomaidat

GitHub followers GitHub stars PhD Focus Field Website

🌐 Website πŸ’Ό LinkedIn


πŸ”¬ About Me

I am a cybersecurity researcher and IT professional with a strong foundation in Computer & Network Engineering and over 7+ years of industry experience in enterprise IT systems.

My research focuses on building autonomous cybersecurity intelligence systems that integrate:

  • 🧠 Large Language Models (LLMs)
  • πŸ” Retrieval-Augmented Generation (RAG)
  • ⚑ Reinforcement Learning (RL)

to enable real-time reasoning over complex cyber threats.


πŸ“Š GitHub Stats


πŸŽ“ Education

  • πŸŽ“ MSc Computer & Networks Engineering
    Al-Hussein Bin Talal University (2023)
    Grade: 84.69/100 β€” Excellent

  • πŸŽ“ BSc Computer Science
    Al-Balqa' Applied University
    GPA: 3.73 / 4.0 β€” Excellent


πŸ§ͺ Research Interests

  • πŸ” NLP for Cybersecurity
  • πŸ€– Autonomous Threat Intelligence Systems
  • πŸ“Š Malicious Email / Phishing Detection
  • 🧠 Explainable AI for Security
  • πŸ›‘οΈ Adversarial NLP & Prompt Injection Defense
  • πŸ”— Knowledge Graphs & CVE Reasoning

πŸ“„ Publication

πŸ“¨ Cyber-MEDS (2025)

Cyber-MEDS: Malicious Email Detection for Spam β€” A Framework for Web Security Against Cyber Attacks

  • πŸ“Š Accuracy: 95.11%
  • 🧠 Models: Random Forest, MLP, Gradient Boosting, Naive Bayes
  • πŸ“‚ Dataset: Spambase
  • πŸ“ Journal: IJECI

πŸ’» https://github.com/n00rcps/email_spam_detection πŸ”— https://doi.org/10.54692/ijeci.2025.0902/252


πŸ’Ό Professional Experience

🏒 IT Officer β€” Jordan Industrial Ports Company

πŸ“ Aqaba, Jordan | πŸ—“οΈ 2017 – Present

  • βš™οΈ Managed enterprise IT infrastructure
  • 🌐 Network design: VLANs, VPNs, routing
  • πŸ–₯️ Windows Server, Linux, Active Directory
  • ☁️ VMware vSphere & Nutanix
  • πŸ›‘οΈ Fortinet, Snort IDS/IPS, SIEM
  • πŸ“¦ Backup & disaster recovery (Veeam)

βš™οΈ Technical Skills

🧠 AI & NLP

Python Β· PyTorch Β· TensorFlow Β· Transformers Β· LLMs Β· RAG Β· RL

πŸ” Cybersecurity

Fortinet Β· Wireshark Β· Snort Β· Metasploit Β· Nmap Β· SIEM

🌐 Infrastructure

Cisco CCNA Β· Active Directory Β· VMware Β· Linux


✍️ Blog & Write-ups

πŸ“Œ OSINT Challenge IV β€” Digital Footprint Walkthrough
πŸ”— https://medium.com/@na662090


🎯 Research Vision

Building autonomous, explainable cybersecurity agents that:

  • Understand threats from unstructured data
  • Reason over structured knowledge (CVE, ATT&CK)
  • Act in real-time environments
  • Provide trustworthy, interpretable decisions

🀝 Collaboration

  • πŸŽ“ PhD opportunities
  • πŸ”¬ Research collaborations
  • 🀝 Industry partnerships

πŸ“« Contact

πŸ“§ [email protected]
🌐 https://n00rcps.github.io/


⭐ Advancing AI-driven cybersecurity through intelligent and explainable systems.

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