Analyzing facial recognition data and social network data for user authentication
First Claim
1. A computer-implemented method for calculating an authenticity score for a user, the method comprising:
- calculating, by a facial evaluation system operatively associated with an electronic processor, a liveliness check score in response to analysis of image data associated with at least one anatomical change associated with an interaction between the user and a facial recognition application;
calculating, by the facial evaluation system, a facial confirmation score by;
generating a facial vector map based on image data associated with the user,collecting data derived from at least one access device associated with the user or at least one identity input associated with the user, andcomparing at least a portion of the facial vector map data, the access device data, or the identity input data against at least a portion of image data stored in at least one database;
calculating, by the facial evaluation system, an authorization score for the user in response to the calculated liveliness check score and the calculated facial confirmation score;
calculating, by a risk evaluation system operatively associated with an electronic processor, a user score in response to at least a portion of profile data associated with at least one social network or professional network associated with a user account of the user, wherein calculating the user score further comprises processing at least one activity feed of the user account by calculating a frequency of posting; and
,combining the calculated user score, the calculated liveliness check score, and the calculated facial confirmation score to generate an overall authenticity score for the user.
4 Assignments
0 Petitions
Accused Products
Abstract
Tools, strategies, and techniques are provided for evaluating the identities of different entities to protect business enterprises, consumers, and other entities from fraud by combining biometric activity data with facial recognition data for end users. Risks associated with various entities can be analyzed and assessed based on a combination of user liveliness check data, facial image data, social network data, and/or professional network data, among other data sources. In various embodiments, the risk assessment may include calculating an authorization score or authenticity score based on different portions or combinations of the collected and processed data.
104 Citations
32 Claims
-
1. A computer-implemented method for calculating an authenticity score for a user, the method comprising:
-
calculating, by a facial evaluation system operatively associated with an electronic processor, a liveliness check score in response to analysis of image data associated with at least one anatomical change associated with an interaction between the user and a facial recognition application; calculating, by the facial evaluation system, a facial confirmation score by; generating a facial vector map based on image data associated with the user, collecting data derived from at least one access device associated with the user or at least one identity input associated with the user, and comparing at least a portion of the facial vector map data, the access device data, or the identity input data against at least a portion of image data stored in at least one database; calculating, by the facial evaluation system, an authorization score for the user in response to the calculated liveliness check score and the calculated facial confirmation score; calculating, by a risk evaluation system operatively associated with an electronic processor, a user score in response to at least a portion of profile data associated with at least one social network or professional network associated with a user account of the user, wherein calculating the user score further comprises processing at least one activity feed of the user account by calculating a frequency of posting; and
,combining the calculated user score, the calculated liveliness check score, and the calculated facial confirmation score to generate an overall authenticity score for the user. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
-
-
15. A computer-implemented system for calculating an authenticity score for a user, the system comprising:
-
a facial evaluation system operatively associated with an electronic processor;
the facial evaluation system programmed for;calculating a liveliness check score in response to analysis of image data associated with at least one anatomical change associated with an interaction between the user and a facial recognition application; calculating a facial confirmation score by; generating a facial vector map based on image data associated with the user, collecting data derived from at least one access device associated with the user or at least one identity input associated with the user, and comparing at least a portion of the facial vector map data, the access device data, or the identity input data against at least a portion of image data stored in at least one database; the facial evaluation system programmed for calculating an authorization score for the user in response to the calculated liveliness check score and the calculated facial confirmation score; calculating, by a risk evaluation system operatively associated with an electronic processor, a user score in response to at least a portion of profile data associated with at least one social network or professional network associated with a user account of the user, wherein calculating the user score further comprises processing at least one activity feed of the user account by calculating a frequency of posting; and
,combining the calculated user score, the calculated liveliness check score, and the calculated facial confirmation score to generate an overall authenticity score for the user.
-
-
16. A non-transitory computer-readable medium including instructions for directing an electronic processor of a computer system to perform a method for calculating an authenticity score for a user, the medium comprising:
-
instructions for calculating a liveliness check score in response to analysis of image data associated with at least one anatomical change associated with an interaction between the user and a facial recognition application; instructions for calculating a facial confirmation score by; generating a facial vector map based on image data associated with the user, collecting data derived from at least one access device associated with the user or at least one identity input associated with the user, and comparing at least a portion of the facial vector map data, the access device data, or the identity input data against at least a portion of image data stored in at least one database; instructions for calculating an authorization score for the user in response to the calculated liveliness check score and the calculated facial confirmation score; calculating, by a risk evaluation system operatively associated with an electronic processor, a user score in response to at least a portion of profile data associated with at least one social network or professional network associated with a user account of the user, wherein calculating the user score further comprises processing at least one activity feed of the user account by calculating a frequency of posting; and
,combining the calculated user score, the calculated liveliness check score, and the calculated facial confirmation score to generate an overall authenticity score for the user.
-
-
17. A computer-implemented method for calculating an authenticity score for a user, the method comprising:
-
calculating, by a facial evaluation system operatively associated with an electronic processor, a liveliness check score in response to analysis of image data associated with at least one anatomical change associated with an interaction between the user and a facial recognition application; calculating, by the facial evaluation system, a facial confirmation score by; generating a facial vector map based on image data associated with the user, collecting data derived from at least one access device associated with the user or at least one identity input associated with the user, and comparing at least a portion of the facial vector map data, the access device data, or the identity input data against at least a portion of image data stored in at least one database; calculating, by the facial evaluation system, an authorization score for the user in response to the calculated liveliness check score and the calculated facial confirmation score; calculating, by a risk evaluation system operatively associated with an electronic processor, a user score in response to at least a portion of profile data associated with at least one social network or professional network associated with a user account of the user, wherein calculating the user score further comprises comparing at least a portion of the data of the user account to at least one fake profile model associated with at least one social network or professional network; and
,combining the calculated user score, the calculated liveliness check score, and the calculated facial confirmation score to generate an overall authenticity score for the user. - View Dependent Claims (18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30)
-
-
31. A computer-implemented system for calculating an authenticity score for a user, the system comprising:
-
a facial evaluation system operatively associated with an electronic processor;
the facial evaluation system programmed for;calculating a liveliness check score in response to analysis of image data associated with at least one anatomical change associated with an interaction between the user and a facial recognition application; calculating a facial confirmation score by; generating a facial vector map based on image data associated with the user, collecting data derived from at least one access device associated with the user or at least one identity input associated with the user, and comparing at least a portion of the facial vector map data, the access device data, or the identity input data against at least a portion of image data stored in at least one database; the facial evaluation system programmed for calculating an authorization score for the user in response to the calculated liveliness check score and the calculated facial confirmation score; calculating, by a risk evaluation system operatively associated with an electronic processor, a user score in response to at least a portion of profile data associated with at least one social network or professional network associated with a user account of the user, wherein calculating the user score further comprises comparing at least a portion of the data of the user account to at least one fake profile model associated with at least one social network or professional network; and
,combining the calculated user score, the calculated liveliness check score, and the calculated facial confirmation score to generate an overall authenticity score for the user.
-
-
32. A non-transitory computer-readable medium including instructions for directing an electronic processor of a computer system to perform a method for calculating an authenticity score for a user, the medium comprising:
-
instructions for calculating a liveliness check score in response to analysis of image data associated with at least one anatomical change associated with an interaction between the user and a facial recognition application; instructions for calculating a facial confirmation score by; generating a facial vector map based on image data associated with the user, collecting data derived from at least one access device associated with the user or at least one identity input associated with the user, and comparing at least a portion of the facial vector map data, the access device data, or the identity input data against at least a portion of image data stored in at least one database; instructions for calculating an authorization score for the user in response to the calculated liveliness check score and the calculated facial confirmation score; calculating, by a risk evaluation system operatively associated with an electronic processor, a user score in response to at least a portion of profile data associated with at least one social network or professional network associated with a user account of the user, wherein calculating the user score further comprises comparing at least a portion of the data of the user account to at least one fake profile model associated with at least one social network or professional network; and
,combining the calculated user score, the calculated liveliness check score, and the calculated facial confirmation score to generate an overall authenticity score for the user.
-
Specification