A system for detecting user credentials comprising an interface and a processor. The interface is configured to receive a plurality of data chunks. The processor is configured to determine a number of continuous bytes in the plurality of data chunks having appropriate values and, in the event that the number of the continuous bytes is greater than or equal to a threshold number of bytes, determine whether continuous byte data of the continuous bytes comprises a credential.