A Novel Framework for Threat Analysis of Machine Learning-based Smart Healthcare Systems

no code implementations • 5 Mar 2021 • Nur Imtiazul Haque, Mohammad Ashiqur Rahman, Md Hasan Shahriar, Alvi Ataur Khalil, Selcuk Uluagac

In this paper, we propose SHChecker, a novel threat analysis framework that integrates machine learning and formal analysis capabilities to identify potential attacks and corresponding effects on an IoMT-based SHS.

BIG-bench Machine Learning

Efficient UAV Trajectory-Planning using Economic Reinforcement Learning

no code implementations • 3 Mar 2021 • Alvi Ataur Khalil, Alexander J Byrne, Mohammad Ashiqur Rahman, Mohammad Hossein Manshaei

The uniqueness of UAVs in systems creates a novel set of trajectory or path planning and coordination problems.

Multi-agent Reinforcement Learning reinforcement-learning +3