Practical Industrial Internet of Things Security

Security analysis

Security analysis is inherently tied to security monitoring. For physical assets and personnel, security monitoring and analysis can be manually performed and supervised. However, the monitoring of a highly-scaled number of IoT devices mandates automated security analysis with limited human supervision. Currently, there are multiple security analytics solutions based on machine learning and deep learning. Considering the high volume and ingestion rates of security data, security analytics should be performed on-premise or very close to industrial assets (such as by using fog computing). A security analysis solution is most useful when it provides an actionable response, which in its turn can be tied to the incident management ...