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1. Automated-Detection-of-Insider-Threats-in-SOC-Using-SIEM-Data-and-Machine-Learning-Techniques Automated-Detection-of-Insider-Threats-in-SOC-Using-SIEM-Data-and-Machine-Learning-Techniques Public

   Explainable AI insider threat detection system with 100% precision. Isolation Forest + SHAP framework processing 26.2GB multi-modal behavioral data (CERT/TWOS datasets). Designed for SOC analyst wo…

   Jupyter Notebook 1

2. Enterprise-Security-Assessment Enterprise-Security-Assessment Public

   A 5,000-word penetration testing report for a client case study, covering full PT lifecycle: reconnaissance, scanning, vulnerability exploitation, and mitigation strategies. Includes screenshots, t…

3. Network-Design-Configuration-and-Emerging-Issues-and-Technology-in-Cloud-Security-Portfolio Network-Design-Configuration-and-Emerging-Issues-and-Technology-in-Cloud-Security-Portfolio Public

   A 3-part portfolio demonstrating network-security skills: subnet/VLAN config, secure remote access, email/FTP/Telnet/SSH setup, and a literature review on emerging network/cloud security issues and…

4. Secure-System-Modeling-Petrinets-NivX Secure-System-Modeling-Petrinets-NivX Public

   Formal modelling and verification of a secure web-based system using Petri Nets. The project focuses on behaviour modelling using Snoopy and formal verification using Charlie, incorporating core se…