The disclosure is directed to systems to validate fields of a data file. A data file comprising name-value pairs can be validated. Allowed ones of the name-value pairs can be identified. A redacted data file comprising indications of the identified allowed ones of the name-value pairs but not ones of the name-value pairs not identified as allowed can be generated. The redacted data file can be sent to a data storage device.