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In this case, the administrator would have had two opportunities to notice the abnormality: 1) At the database level, as the data was extracted.
2) At the webserver level, where an abnormal amount of traffic would be sent to a specific address.
Ziften ZFlow™ enables network visibility into the cloud to catch aberrant data transfers and attribute to specific executing processes.
The source IP addresses collected can even provide pinpoint street locations for attacks.