Abstract: Certain embodiments of the disclosed technology may be utilized for determining a likelihood of dependent identity misrepresentation, theft, and/or fraud. In an example method, one or more dependent-related records may be received from one or more public, private, and/or governmental sources or databases. The method may include querying one or more public or private databases with at least a portion of personally identifiable information (PII) from the received dependent-related records. The method may include receiving a plurality of independent information in response to the querying. The method can include determining an indication of one or more matching records. The method can include determining one or more indicators of dependent identity fraud, and outputting, for display, the one or more indicators of fraud.