Victor Uneojo Akuboh

Victor Uneojo Akuboh is an IT professional with experience in software engineering, networking and cyber security. He has a first degree in Computer Science from Kogi State University and a Master’s degree in Cyber Security from Federal University of Technology, Minna. He has worked with a lot of organizations including banks, notably consulting for the World Bank on social investment program, tech start-ups and other organizations in Nigeria. He is currently a lecturer in the Cyber Security Department of the Nigerian Defence Academy, Kaduna, a premier Military University in West Africa. His research interests include: Machine learning applications in cyber security, network security, intrusion detection, malware detection and analysis, cyber security risk management and cyber-physical systems (IIoT).

Publications

Enhancing Credit Card Fraud Detection and Prevention: A Privacy-Preserving Federated Machine Learning Approach With Auto-Encoder and Attention Mechanism
Enhancing Credit Card Fraud Detection and Prevention: A Privacy-Preserving Federated Machine Learning Approach With Auto-Encoder and Attention Mechanism
Olalekan J. Awujoola, Theophilus Aniemeka Enem, Ogwueleka Nonyelum Francisca, Olayinka Racheal Adelegan, Abioye Oluwasegun, Celesine Ozoemenam Uwa, Victor Uneojo Akuboh, Oluwaseyi Ezekiel Olorunshola, Hadiza Hassan. © 2023. 25 pages.
This chapter explores using auto-encoders and attention mechanisms to enhance privacy-preserving capabilities of federated machine learning for credit card fraud detection. The...