- 🎓 Computer Networks & Cybersecurity Graduate | WISE University
- 💻 Former Trainee @ Jordan National Cyber Security Center (NCSC) — Masar Program (Red/Blue/GRC)
- 🛡️ Author of SemGuard — multilingual LLM security gateway, published & indexed in IEEE Xplore (IEEE AEECT 2026)
- 📊 Creator of the 1st Arabic LLM Security Dataset — featured in
- 🔎 Creator of ThreatLens — officially featured in the global
repo (27.5k+ ⭐)
- 🔭 Focus: LLM & AI Security · Adversarial ML · Pentesting · SOC Analysis
- 🌐 Active Open-Source Contributor | OWASP FIASSE (SSEM code examples) & Global Awesome Lists (Awesome OSINT, Awesome AI Security)
| Project | Stack | What it does |
|---|---|---|
| 🛡️ SemGuard | LLM Security Multilingual |
Triple-Anchor semantic security gateway guarding LLMs against prompt-injection & semantic attacks across Arabic, Arabizi & English — 0.989 F1 · 0.991 Recall on Arabic prompt-injection detection, validated on an 807-sample Arabic LLM Security Dataset (Fleiss' κ = 0.839). 📊 Dataset on HuggingFace |
| 🥷 Autonomous AI Red/Blue Lab | AutoGen GPT-4o GPT-5.2 |
Closed-loop multi-agent lab — AI Red Team exploits, AI Blue Team self-heals code |
| 🔐 TrustGuard AI | Multi-Agent Flask |
6-agent reasoning pipeline auditing Privacy Policies/ToS vs. TikTok, Meta, WhatsApp |
SemGuard: A Triple-Anchor Semantic Security Gateway for Multilingual Prompt Attack Detection in Large Language Models
📍 Published & indexed in IEEE Xplore — 2026 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT) 👤 Abdallah M. Abughallous, Dr. Somia Abufakher 🔗 DOI: 10.1109/AEECT69724.2026.11657880 🔑 Proposed the first Triple-Anchor Semantic Threat Modeling framework for multilingual LLM security, built on the first Arabic prompt-attack dataset validated by three independent LLM judges.
LLM Security Prompt Injection AI Security Arabic NLP Explainable AI
| Project | Stack | Highlight |
|---|---|---|
| 🐝 OWASP FIASSE | Python OWASP SSEM |
 Contributed Python security code examples showcasing SSEM attributes merged into main |
| 🔎 ThreatLens | Python SOAR REST APIs |
 IOC enrichment across 6 APIs (AbuseIPDB, VirusTotal, Shodan, OTX, URLScan, NVD) |
| 🧬 Red/Blue Team Lab | Flask Splunk Kali Linux |
Exploited & patched SQLi/XSS/Cmd-Injection on a 3-VM lab + Splunk HEC detections |
| 📡 NIDS/NIPS | Snort 3 |
Custom rules detecting & blocking live attack traffic |
| 🌐 Enterprise Network (CCNA) | OSPF VLANs Packet Tracer |
Smart Campus graduation project — enterprise routing & switching security |
| 🛣️ Rased | YOLOv11 TFLite |
Road-defect computer-vision detector — Crown Prince Award entry |
| 🛡️ Security |
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| 🌐 Networking |
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| ☁️ Cloud & OS |
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🎖️ Certifications & 🏆 Achievements (انقر للتوسيع)
🥇 IJSPC 1st Place (AI Track) + Best Research Paper Ambassador | 🥇 IEEE CTF 2025 Finalist | 🏅 Huawei ICT National Qualifier | 🥈 Top 2% TryHackMe | 🔝 AAU AI & Robotics Top 60/300+