Lisa Mmesoma Udechukwu

Information Governance Framework for AI-Generated Synthetic Patient Data in Healthcare Research: Balancing Utility, Privacy and Algorithmic Bias Mitigation

Lisa Mmesoma Udechukwu, Gbenro Charles Opeke, Emonena Patrick Obrik-Uloho, Olufunke Cynthia Metibemu & Rukayat Oluwabukola Olasege · Asian Journal of Advanced Research and Reports · 2025

This study develops and validates an information governance framework for AI-generated synthetic patient data in healthcare research, balancing data utility, privacy, and algorithmic bias mitigation. The introduction positions the framework as a response to stringent privacy regu...

Open access Research Article 10.9734/ajarr/2025/v19i111193

AI-Driven Adversarial Defense Framework with Generative Adversarial Network for Secure Healthcare IoT Ecosystems

Lisa Mmesoma Udechukwu, Tunbosun Oyewale Oladoyinbo, Nanyeneke Ravana Mayeke, Temilade Oluwatoyin Adesokan-Imran & Rukayat Oluwabukola Olasege · Archives of Current Research International · 2025

This study developed and assessed an AI-driven adversarial defense framework using Generative Adversarial Networks (GANs) to secure healthcare IoT ecosystems against rising cybersecurity threats in medical settings. The research drew on datasets (CICIoMT2024, WUSTL-EHMS-2020, BoT...

Open access Research Article 10.9734/acri/2025/v25i101556