Federated Bayesian optimization XGBoost model for cyberattack detection in internet of medical things

• Published in: Journal of parallel and distributed computing Vol. 193; p. 104964
• Main Authors: Guembe, Blessing, Misra, Sanjay, Azeta, Ambrose
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.11.2024
• Subjects: Artificial intelligence; Bayesian optimization; IoMT; XGBoost; Bayesian optimization; Artificial intelligence; XGBoost; IoMT

•Proposed a solution for the data privacy of healthcare data in IoMT.•A federated Bayesian optimisation XGBoost with differential privacy to enhance the performance of detecting attacks in IoMT.•Executes routine IoMT functions in a decentralized environment without compromising the confidentiality o...