AWS IoT Device Defender is a fully managed service that helps users secure fleets of IoT devices. AWS IoT Device Defender continuously audits IoT configurations to make sure that they aren’t deviating from security best practices. A configuration is a set of technical controls that help keep information secure when devices are communicating with each other and the cloud. AWS IoT Device Defender helps maintain and enforce IoT configurations, such as ensuring device identity, authenticating and…
We have used AWS IoT Device Defender to safeguard our client's IoT senors placed in a manufacturing unit for implementing Industry 4.0 solutions. Its machine learning and automation capabilities have ensured that we get alerts whenever something abnormal or spike in a particular metric is detected which lets us sleep at night. Didn't find any scenario where it is less suited.
It's ML part which is already trained and on the top of that we can add our own model to define device behaviors to monitor traffic and set the upmost security.