Megadriod Research Publications
Validated methodologies, experimental evaluations, and applied cybersecurity frameworks developed by Megadriod Innovation Labs to meet enterprise and regulatory demands.
Core Research Publications
Peer-structured outputs aligned with global security standards.
Feature-Engineered ML Models for Phishing URL Classification
Lead: O. Balogun • Megadriod CTI Unit
“Evaluating supervised models using feature extraction from URL entropy and behavioral signals to reduce false-positives by 14%.”
Business Impact: ISO 27001 / NDPR Controls
AI-Enhanced Supply Chain Cyber Risk Modeling
Megadriod Innovation Labs • GRC Unit
“Studying how AI predicts vulnerabilities across multi-tier supply chains to minimize disruptions and protect partnerships.”
Business Impact: Supply Chain Resilience
Digital Twins for Cyber-Physical Systems Security
Megadriod Labs • Industrial Systems Group
“Utilizing digital twins to simulate attacks on IoT systems, preventing downtime in manufacturing and critical infrastructure.”
Business Impact: Operational Continuity
Download v1.2 PDF →Post-Quantum Cryptography for Enterprise Systems
Advanced Cryptography Research Team
“Developing quantum-resistant encryption to future-proof sensitive data and ensure long-term regulatory compliance.”
Business Impact: Future-Proof Trust
Full Abstract →Human-Centric AI for Insider Threat Detection
Megadriod AI Ethics & Security Unit
“Building AI systems that detect behavioral anomalies without infringing privacy, mitigating threats while maintaining trust.”
Business Impact: Workforce Productivity
View Paper →Adaptive Ransomware Containment in Hybrid Clouds
Megadriod Cloud Security Group
“Systems that automatically isolate infected nodes and preserve operations, reducing financial damage from ransomware.”
Business Impact: Reputation Protection
Download PDF →Edge AI for Real-Time Industrial Control System Protection
Megadriod Critical Infrastructure Team
“Deploying AI at the network edge to defend energy grids and prevents costly operational outages and fines.”
Business Impact: Outage Prevention
View Abstract →Regulatory Intelligence Automation Using NLP and ML
Megadriod Governance Research Unit
“Automating monitoring of laws and regulations to reduce compliance costs and accelerate time-to-market.”
Business Impact: Compliance ROI
Full Abstract →Secure Multi-Party Computation for Collaborative Analytics
Megadriod Data Privacy Labs
“Enabling organizations to analyze shared data without revealing sensitive info, improving partnerships and decision-making.”
Business Impact: Competitive Advantage
View Paper →Technical Reports & Lab Logs
Methodology logs, dataset evaluations, and assessment frameworks.
Strategy Whitepapers
Strategic insights for executive leadership and policy makers.
Zero Trust Implementation for Sub-Saharan Financial Institutions
A strategic roadmap for regulatory compliance and data sovereignty in high-growth tech ecosystems.
Sustainable Cybersecurity: ESG in the Digital Age
Designing low-energy security solutions for cloud systems to reduce costs and align with global ESG initiatives.
Partnership & Citation
Megadriod Innovation Labs collaborates with academic institutions and global security agencies. For archival access to restricted datasets or to request citation permissions, contact our Research Unit.