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A Self-Healing Mechanism for Internet of Things Devices
IEEE Security & Privacy ( IF 1.9 ) Pub Date : 2020-09-07 , DOI: 10.1109/msec.2020.3013207
Guy Amit 1 , Asaf Shabtai 1 , Yuval Elovici 2
Affiliation  

Rapidly identifying attacks and selecting and applying appropriate remediation represent a significant challenge for mitigating cyberattacks on Internet of Things devices. We present a novel self-healing framework that collaboratively trains a neural network-based remediation selection agent to recover from malfunctions and cyberattacks automatically.

中文翻译:

物联网设备的自我修复机制

快速识别攻击并选择并应用适当的补救措施是缓解物联网设备上的网络攻击的一项重大挑战。我们提出了一种新颖的自我修复框架,该框架可以协同训练基于神经网络的补救选择代理,以自动从故障和网络攻击中恢复。
更新日期:2020-09-07
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