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 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 …
Intrusion detection framework using an improved deep reinforcement learning technique for IoT network
P May raju, GP Gupta - … for Security Applications: Proceedings of ICSCS …, 2022 - Springer
With the exponential increase in usage of the Internet-based services in various smart cities,
and smart environment applications, several cyber-attacks are reported in recent years in …
and smart environment applications, several cyber-attacks are reported in recent years in …
Federated learning-based intrusion detection in SDN-enabled IIoT networks
PT Duy, T Van Hung, NH Ha… - … on Information and …, 2021 - ieeexplore.ieee.org
Witnessing the explosion in the number of Internet of Things (IoTs) in industries, Software
Defined Networking (SDN) is considered as a flexible, efficient, and programmable …
Defined Networking (SDN) is considered as a flexible, efficient, and programmable …
Deep reinforcement learning for intrusion detection in IoT: A survey
A Gueriani, H Kheddar… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
The rise of new complex attacks scenarios in Internet of things (IoT) environments
necessitate more advanced and intelligent cyber defense techniques such as various …
necessitate more advanced and intelligent cyber defense techniques such as various …
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 …
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 …
A survey on learning-based intrusion detection systems for IoT networks
Internet of Things (IoT) networks have developed tremendously over the past years. The
main concept behind this technology is to facilitate information exchange between devices …
main concept behind this technology is to facilitate information exchange between devices …
Robust distributed intrusion detection system for edge of things
W Lalouani, M Younis - 2021 IEEE Global Communications …, 2021 - ieeexplore.ieee.org
The edge computing paradigm has been adopted in many Internet-of-Things (IoT)
applications to improve responsiveness and conserve communication resources. However …
applications to improve responsiveness and conserve communication resources. However …
GEMLIDS-MIOT: A Green Effective Machine Learning Intrusion Detection System based on Federated Learning for Medical IoT network security hardening
The increasing use of Internet of Things (IoT) gadgets in a daily rate has heightened security
apprehension, particularly within the healthcare sector. In order to prevent the unauthorized …
apprehension, particularly within the healthcare sector. In order to prevent the unauthorized …