Resilient self-detection of malicious exfiltration of sensitive data

Aspects of the disclosure relate to exfiltrated data detection. A computing platform may receive secure enterprise data from an enterprise data management platform. In response to receiving the secure enterprise data, the computing platform may generate data entities. The computing platform may load, into the data entities, secure enterprise data. After loading the secure enterprise data into the data entities, the computing platform may activate a verification process associated with each data entity, which may include triggering each data entity to send verification messages to other data entities. Each data entity may be configured to receive and validate verification messages received from the other data entities of the plurality of data entities, and may be configured to delete secure enterprise data stored in the corresponding data entity upon failing to receive the verification messages from the other data entities.