NDR tools provide anomaly detection and potential attack prevention by collecting telemetry across the entire intrusion kill chain on transactions across the network, between servers, hosts, and cloud-workloads, and running machine learning algorithms against this compiled and very large data set. NDR is an extension of the EDR, or endpoint detection and response idea that emerged in 2013.