Federated transfer learning-based ids for the internet of medical things (iomt)
The Internet of Medical Things (IoMT) is a set of medical devices and applications that
connect to healthcare systems through the Internet. Those devices are equipped with …
connect to healthcare systems through the Internet. Those devices are equipped with …
Federated and transfer learning-empowered intrusion detection for IoT applications
The Internet of Things (IoT) can be described as a considerable number of sensors and
physical devices connected to different applications, supported with networking …
physical devices connected to different applications, supported with networking …
Fed-inforce-fusion: A federated reinforcement-based fusion model for security and privacy protection of IoMT networks against cyber-attacks
Abstract Internet of Medical Things (IoMT) has emerged as a combination of sensors,
healthcare devices, and Internet of Things (IoT) to deliver better and intelligent healthcare …
healthcare devices, and Internet of Things (IoT) to deliver better and intelligent healthcare …
An intrusion detection system for internet of medical things
G Thamilarasu, A Odesile, A Hoang - IEEE Access, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is making strong advances in healthcare with the promise of
transformation in technological, social and economic prospects, paving the way for a healthy …
transformation in technological, social and economic prospects, paving the way for a healthy …
[HTML][HTML] Optimized machine learning enabled intrusion detection 2 system for internet of medical things
Z Sun, G An, Y Yang, Y Liu - Franklin Open, 2024 - Elsevier
This research paper proposes an intrusion detection system that combines particle swarm
optimization and AdaBoost algorithms to classify and detect malware-related records in …
optimization and AdaBoost algorithms to classify and detect malware-related records in …
An intrusion detection mechanism for secured IoMT framework based on swarm-neural network
The seamless integration of medical sensors and the Internet of Things (IoT) in smart
healthcare has leveraged an intelligent Internet of Medical Things (IoMT) framework to …
healthcare has leveraged an intelligent Internet of Medical Things (IoMT) framework to …
Federated reinforcement learning-supported IDS for IoT-steered healthcare systems
Wireless Networks lack clear boundaries which leads to security concerns and
vulnerabilities to numerous kinds of intrusions. With the growth of cyber intruders, the risks …
vulnerabilities to numerous kinds of intrusions. With the growth of cyber intruders, the risks …
Federated intrusion detection in NG-IoT healthcare systems: An adversarial approach
I Siniosoglou, P Sarigiannidis… - ICC 2021-IEEE …, 2021 - ieeexplore.ieee.org
In recent years and with the advancement of IoT networks, malicious intrusions aiming at
disrupting the services and getting access to confidential information in medical …
disrupting the services and getting access to confidential information in medical …
[HTML][HTML] Federated learning for secure IoMT-applications in smart healthcare systems: A comprehensive review
Recent developments in the Internet of Things (IoT) and various communication
technologies have reshaped numerous application areas. Nowadays, IoT is assimilated into …
technologies have reshaped numerous application areas. Nowadays, IoT is assimilated into …
Detecting network attacks using federated learning for iot devices
O Shahid, V Mothukuri, S Pouriyeh… - 2021 IEEE 29th …, 2021 - ieeexplore.ieee.org
Billions of IoT devices are connected to networks all around us, enabling cyber-physical
systems. These devices can carry and generate user-sensitive data, examples of such …
systems. These devices can carry and generate user-sensitive data, examples of such …