A method for anonymizing a data set dump includes detecting an error in an original data set and generating a copy of the original data set. Like the original data set, the copy contains an index and a plurality of members. The method reads the index to locate members within the copy that are reachable by the index. The method then converts the copy to a scrubbed copy by overwriting customer data within the members, while retaining the index, structure of the members, and quantity of data within the data set. In certain embodiments, the method further locates lost members within the copy that are not referenced by the index, and overwrites customer data within the lost members. The scrubbed copy may then be transmitted to a technician for examination since all potentially sensitive/confidential data has been removed. A corresponding system and computer program product are also disclosed.
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