Research

Publications on Cybersecurity, Data Analytics, DFIR, and Threat Intelligence

My research focuses on cybersecurity, digital forensics & incident response (DFIR), threat intelligence, and data analytics. Below are my publications and ongoing research work.

Research Papers

Anomaly Detection in High-Dimensional Network Traffic Using Isolation Forest

2024 Machine Learning Network Security Anomaly Detection
Research on applying Isolation Forest algorithm for detecting network anomalies in high-dimensional traffic data. Achieved improved detection rates for zero-day attacks and suspicious network behaviors.

Global Terrorism in Numbers: Insights Through Data Analytics

2024 Data Analytics Visualization Intelligence
Comprehensive analysis of global terrorism patterns using data analytics and visualization techniques. Identifies trends, hotspots, and patterns in terrorist activities worldwide.