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Residual temporal CNNs for emerging cyber threat detection in healthcare IoT | Synapse
March 3, 2026
Open Access
Residual temporal CNNs for emerging cyber threat detection in healthcare IoT
MA
Mirza Akhi
CE
Ciarán Eising
LD
Lubna Luxmi Dhirani
University of Limerick
Puntos clave
Emerging cyber threats are detected effectively through the application of residual temporal CNNs, enhancing security in healthcare IoT.
Detection accuracy is significantly improved with residual temporal CNNs, identifying threats across diverse healthcare devices and systems.
Analysis of detection algorithms demonstrates their potential in monitoring and responding to real-time cyber threats in a healthcare IoT environment.
Highlights the pressing need for advanced security solutions to safeguard healthcare IoT systems from evolving cyber threats.
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Akhi et al. (Thu,) studied this question.
synapsesocial.com/papers/69a761e0c6e9836116a2ff3b
https://doi.org/https://doi.org/10.34961/19247
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