A Self-Healing Mechanism for Internet of Things Devices

被引：3
|
作者：
Amit, Guy [1 ]
Shabtai, Asaf [2 ]
Elovici, Yuval [3 ]
机构：
[1] Ben Gurion Univ Negev, Dept Software & Informat Syst Engn Specializing C, IL-8410501 Beer Sheva, Israel
[2] Ben Gurion Univ Negev, Dept Software & Informat Syst Engn, IL-8410501 Beer Sheva, Israel
[3] Ben Gurion Univ Negev, Beer Sheva, Israel
来源：
IEEE SECURITY & PRIVACY | 2021年 / 19卷 / 01期
关键词：
D O I：
10.1109/MSEC.2020.3013207
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
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.
引用
收藏
页码：44 / 53
页数：10
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