PREDICTIVE USER AUTHENTICATION
In an example, a system and method for predictive user authentication is disclosed. The system may include proximity sensors, computer vision systems, and other provisions for monitoring users' movements throughout a facility. A predictive security engine may also be programmed with heuristic data to recognize such factors as a user's face, gait, or average appearance. When a user approaches a terminal, the system may preemptively compute a confidence score regarding the user's authenticity. Based on the confidence score, the system will determine how much additional authentication is necessary. The system may also provide context-sensitive data to the user based on location or activities. Thus, authentication to the system is made easier to the user, and the user receives more relevant data for his or her activities.
1 . An apparatus comprising:
a sensor subsystem for providing a telemetry input; and
one or more logic elements comprising a predictive security engine operable for:
receiving the telemetry input from the sensor subsystem;
calculating a predictive authentication score for a user based at least in part on the telemetry input; and
authenticating the user based at least in part on the predictive authentication score.
2 . The apparatus of claim 1 , wherein the predictive security engine is further operable for inferring a context based at least in part on the telemetry input, and providing context-sensitive data or access based on the inferring.
3 . The apparatus of claim 1 , wherein the sensor subsystem comprises a camera.
4 . The apparatus of claim 3 , wherein the sensor subsystem further comprises a computer vision engine.
5 . The apparatus of claim 1 , wherein the telemetry input comprises a proximity trigger.
6 . The apparatus of claim 5 , wherein the proximity trigger comprises a radio frequency identification (RFID) reader signal.
7 . The apparatus of claim 1 , wherein the predictive security engine is further operable for selecting an additional authentication mechanism based at least in part on the predictive authentication score.
8 . The apparatus of claim 1 , wherein the predictive security engine is further operable for providing scaled authentication based at least in part on the predictive authentication score, and further based at least in part on a resource that the user is to access.
9 . The apparatus of claim 1 , wherein the telemetry input comprises a biometric authentication mechanism.
10 . The apparatus of claim 9 , wherein the biometric authentication mechanism comprises a fingerprint scanner.
11 . The apparatus of claim 9 , wherein the biometric authentication mechanism comprises a voice print scanner.
12 . The apparatus of claim 1 , wherein the predictive security engine is further operable for:
detecting an emergency event; and
adjusting the predictive authentication score at least in part responsive to the emergency event.
13 . The apparatus of claim 12 , wherein the predictive security engine is further operable for providing data or access responsive at least in part to the emergency event.
14 . One or more computer-readable storage mediums having stored thereon executable instructions to provide a predictive security engine operable for:
receiving a telemetry input from a sensor subsystem;
calculating a predictive authentication score for a user based at least in part on the telemetry input; and
authenticating the user based at least in part on the predictive authentication score.
15 . The one or more computer-readable mediums of claim 14 , wherein the predictive security engine is further operable for inferring a context based at least in part on the telemetry input, and providing context-sensitive data or access based on the inferring.
16 . The one or more computer-readable mediums of claim 14 , wherein the telemetry input comprises a camera image.
17 . The one or more computer-readable mediums of claim 16 , wherein executable instructions are further operable for providing a computer vision system.
18 . The one or more computer-readable mediums of claim 14 , wherein the telemetry input comprises a proximity trigger input.
19 . The one or more computer-readable mediums of claim 14 , wherein the predictive security engine is further operable for selecting an additional authentication mechanism based at least in part on the predictive authentication score.
20 . The one or more computer-readable mediums of claim 14 , wherein the predictive security engine is further operable for providing scaled authentication based at least in part on the predictive authentication score, and further based at least in part on a resource that the user is to access.
21 . The one or more computer-readable mediums of claim 14 , wherein the telemetry input comprises a biometric input.
22 . The one or more computer-readable mediums of claim 14 , wherein the predictive security engine is further operable for:
detecting an emergency event; and
adjusting the predictive authentication score at least in part responsive to the emergency event.
23 . The one or more computer-readable mediums of claim 22 , wherein the predictive security engine is further operable for providing data or access responsive at least in part to the emergency event.
24 . A computer-implemented method, comprising:
receiving a telemetry input from a sensor subsystem;
calculating a predictive authentication score for a user based at least in part on the telemetry input; and
authenticating the user based at least in part on the predictive authentication score.
25 . The computer-implemented method of claim 24 , further comprising inferring a context based at least in part on the telemetry input, and providing context-sensitive data or access based on the inferring.