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Data exfiltration is the unauthorized copying,retrieval or transfer of any companies confidential data.
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Data exfiltration is sometimes referred to as data extrusion, data exportation, or data theft. All of these terms are used to describe the unauthorized transfer of data from a computer or other device. 

Basically, data exfiltration is a form of a security breach that occurs when an individual’s or company’s data is copied, transferred, or retrieved from a computer or server without authorization,

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Data exfiltration is in the stage of action and objectives in Cyber kill chain. Data exfiltration means extracting data from either a compromised/non-compromised machine in an unauthorized way. It is also known as data theft.

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