Posts by Collection
portfolio
publications
AI and Machine Learning-Driven Cyber Defense for Autonomous Vehicles: A Literature Review and Conceptual Framework for Real-Time Threat Mitigation
Awaiting Publication, 2025
A literature-based study and conceptual framework on AI/ML-based approaches to real-time cyber threat detection in autonomous vehicles.
Recommended citation: Y. A. Badrudeen, A. A. Tunde'AI and Machine Learning-Driven Cyber Defense for Autonomous Vehicles,' Awaiting Publication, 2025.
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A Machine Learning Approach to Crypto Ransomware Detection on Windows Devices
Awaiting Publication, 2025
Machine learning-based ransomware detection framework for protecting Windows environments.
Recommended citation: B. Y. Akinkunmi, F. A. Fatimah 'A Machine Learning Approach to Crypto Ransomware Detection on Windows Devices,' Awaiting Publication, 2025.
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Development of a Digital Twin-Driven Autonomous Transportation Framework for Real-Time Decision-Making, Predictive Maintenance, and Traffic Optimization
Awaiting Publication, 2025
Research on using digital twins to enhance autonomous transportation systems with predictive maintenance and optimized traffic flow.
Recommended citation: B. Y. Akinkunmi, 'Development of a Digital Twin-Driven Autonomous Transportation Framework,' Awaiting Publication, 2025.
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AN AI-ENABLED FEDERATED DEEP LEARNING CYBERSECURITY FRAMEWORK FOR DECENTRALIZED IOT ECOSYSTEMS: A PRIVACY-PRESERVING APPROACH TO REAL-TIME THREAT DETECTION AND ADAPTIVE DEFENCE
Publised on 2025-09-25, 2025
Recommended citation: MICHAEL OGHALE IGHOFIOMONI; ARAOYE ADEDAMOLA EMMANUEL; MUSA ABDULGANIYU BABATUNDE; OLAYINKA ADEOLU, DAVID; **YUSUF AKINKUNMI, BADRUDEEN**; ESO OGOCHUKWU VERONICA; & CONFIDENCE ADIMCHI CHINONYEREM,'Published, 2025.
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talks
Next-Gen Network Security: From Firewalls to Zero Trust
Published:
A seminar for students on modern network security fundamentals, covering:
- Evolution from firewalls to intrusion detection systems (IDS)
- Role of SOC analysts in real-time monitoring
- Zero trust principles for enterprise defense
Protecting Data Centers in the Cloud Era
Published:
Spoke on data center security in hybrid and cloud-native environments:
- Identity and access management (IAM) in data centers
- Cloud-native security controls (CSPM, CWPP, SIEM integrations)
- Disaster recovery & incident response in high-availability systems
AI-Driven Threat Detection in Autonomous Systems
Published:
Presented research on applying machine learning for anomaly detection in autonomous vehicles.
Covered:
- GPS spoofing and sensor-fusion attacks
- LSTM autoencoder models for intrusion detection
- Future applications of AI in transportation cybersecurity
Securing the Internet of Things (IoT) in Smart Cities
Published:
Guest lecture on IoT security trends:
- Common IoT vulnerabilities in smart cities
- Edge computing for secure data processing
- AI/ML in monitoring IoT networks for anomalies
Securing Cloud Infrastructures: SOC Analyst Perspective
Published:
Delivered a technical session on cloud infrastructure security, focusing on:
- SOC operations in cloud environments
- Detection and response to advanced persistent threats (APTs)
- Zero-trust models in multi-cloud environments
teaching
Student Tutor – Cybersecurity & Computing
Tutoring, Air Force Institute of Technology (AFIT), Kaduna, 2019
As a Student Tutor at the Air Force Institute of Technology (AFIT), I supported junior students between 2019 and 2022 in multiple areas of cybersecurity and computing, including:
Trainer – Huawei Technologies
Training, Huawei Technologies Nigeria, 2024
At Huawei Technologies, I delivered training sessions and practical guidance in SOC operations, cloud security, and cybersecurity best practices.