Systems and methods for controlling data exposure using artificial-intelligence-based periodic modeling

A system, comprising:

• one or more data processors;
• and
• a non-transitory computer-readable storage medium containing instructions which, when executed on the one or more data processors, cause the one or more data processors to perform operations including:
• identifying, at a platform-secured network element between a computing device and a gateway device, a set of data privacy elements, wherein a data privacy element characterizes a feature of a computing device, and wherein a data privacy element is detectable by a network host;
• generating a first artificial profile, wherein the first artificial profile includes the set of data privacy elements, by modifying a first data privacy element based on an artificial profile model that defines a relationship, and wherein the relationship is associated with one or more constraints between the set of data privacy elements;
• subsequent to generating the first artificial profile, periodically modifying a second data privacy element to generate a second artificial profile, wherein the second data privacy element is modified in accordance with a constraint associated with the relationship defined by the artificial profile model;
• receiving a signal indicating that a computing device is requesting access to a network location;
• and
• masking the computer device from being identified by the network host by sending the second artificial profile including the second data privacy element to the network location.

A computer-program product tangibly embodied in a non-transitory machine-readable storage medium, including instructions configured to cause a data processing apparatus to perform operations including:

• identifying, at a platform-secured network element between a computing device and a gateway device, a set of data privacy elements, wherein a data privacy element characterizes a feature of a computing device, and wherein a data privacy element is detectable by a network host;
• generating a first artificial profile, wherein the first artificial profile includes the set of data privacy elements, by modifying a first data privacy element based on an artificial profile model that defines a relationship, and wherein the relationship is associated with one or more constraints between the set of data privacy elements;
• subsequent to generating the first artificial profile, periodically modifying a second data privacy element to generate a second artificial profile, wherein the second data privacy element is modified in accordance with a constraint associated with the relationship defined by the artificial profile model;
• receiving a signal indicating that a computing device is requesting access to a network location;
• and
• masking the computer device from being identified by the network host by sending the second artificial profile including the second data privacy element to the network location.