A self-healing mechanism for internet of things devices

Guy Amit, Asaf Shabtai, Yuval Elovici

IEEE Security & Privacy 19 (1), 44-53, 2020

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.