Abstract: Certain embodiments of the disclosed technology include systems and methods for increasing efficiency in the detection of identity-based fraud indicators associated with a loan application. A method is provided that includes receiving applicant data associated with a loan application having a plurality of applicants. The application data includes at least a name, a social security number, and a street address for each of the plurality of applicants. The method includes querying one or more databases with the applicant data; receiving a plurality of independent information in response to the querying; determining a validity indication of the applicant data; creating disambiguated applicant records; determining relationships among the disambiguated applicant records; scoring at least one parameter of the applicant data; determining one or more indicators of fraud based on the scoring; and outputting, for display, one or more indicators of fraud.

Abstract: Certain embodiments of the disclosed technology include systems and methods for increasing efficiency in the detection of identity-based fraud indicators. A method is provided that includes: receiving entity-supplied information comprising at least a name, a social security number (SSN), and a street address associated with a request for a payment or a benefit; querying one or more databases with the entity-supplied information; receiving a plurality of information in response to the querying; determining a validity indication of the entity supplied information; creating disambiguated entity records; determining relationships among the disambiguated records; scoring, based at least in part on determining the relationships among the disambiguated entity records, at least one parameter of the entity-supplied information; determining one or more indicators of fraud based on the scoring; and outputting, for display, one or more indicators of fraud.

Abstract: Certain embodiments of the disclosed technology include systems and methods for increasing efficiency in the detection of identity-based fraud indicators associated with a loan application. A method is provided that includes receiving applicant data associated with a loan application having a plurality of applicants. The application data includes at least a name, a social security number, and a street address for each of the plurality of applicants. The method includes querying one or more databases with the applicant data; receiving a plurality of independent information in response to the querying; determining a validity indication of the applicant data; creating disambiguated applicant records; determining relationships among the disambiguated applicant records; scoring at least one parameter of the applicant data; determining one or more indicators of fraud based on the scoring; and outputting, for display, one or more indicators of fraud.

Abstract: Certain embodiments of the disclosed technology may include systems and methods for detecting fraud. A method is provided that includes: receiving entity-supplied information comprising at least a name, a social security number (SSN), and a street address associated with a request for a payment or a benefit; querying one or more databases with the entity-supplied information; receiving a plurality of information in response to the querying; determining a validity indication of the entity supplied information; disambiguating the entity-supplied information responsive to the determined validity indication; scoring, based at least in part on a comparison of the disambiguated entity-supplied information with at least a portion of the plurality of independent information, one or more parameters; determining one or more indicators of fraud based on the scoring; and outputting, for display, one or more indicators of fraud.

Abstract: Certain embodiments of the disclosed technology may include systems and methods for detecting fraud. According to an implementation of the disclosed technology, a method is provided that includes: receiving entity-supplied information including at least a name, a social security number, and a mailing address associated with a request for a payment or a benefit from a government agency; querying one or more public or private databases with the entity-supplied information; receiving a plurality of independent information in response to the querying; determining, based at least in part on a comparison of the entity-supplied information with at least a portion of the plurality of independent information, indicators of fraud; and outputting, for display, zero or more indicators of fraud.

Abstract: Certain embodiments of the disclosed technology may include systems and methods for detecting tax refund fraud. According to an exemplary embodiment of the disclosed technology, a method is provided for detecting tax refund fraud. The method includes receiving entity-supplied information. In an exemplary embodiment, the entity-supplied information includes at least a name, social security number, and mailing address. The method further includes querying one or more databases with the entity-supplied information and receiving a plurality of independent information in response to the querying. The method can include determining, based at least in part on a comparison of the entity-supplied information with the plurality of independent information, zero or more indicators of fraud. The method can include outputting the zero or more indicators of fraud.