Disclosure control of machine learning models from trusted research environments (TRE): New challenges and opportunities

Introduction: Artificial intelligence (AI) applications in healthcare and medicine have increased in recent years.To enable access to personal data, Trusted Research Environments (TREs) (otherwise known as Safe Havens) provide safe and secure environments in which researchers can access sensitive personal data and develop AI (in particular machine

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Stability analysis and stabilization synthesis of singularly perturbed switched systems: An average dwell time approach

Stability analysis and stabilization synthesis problems of the singularly perturbed switched systems (SPSSs) are Hub Bearing investigated in this paper.First, stability of the SPSS with stable subsystems is discussed by using an average dwell time approach with a full-order piecewise Lyapunov function.Then, the result is extended to the situation t

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