Systems and methods for detecting usage anomalies based on environmental sensor data
Disclosed herein are systems and method for detecting usage anomalies based on environmental sensor data. A method may include: receiving a physical user input at a computing device located in an environment; determining whether the physical user input was received from an authorized user of the computing device by: retrieving environmental sensor data from at least one sensor located in the environment; identifying a window of time during which the physical user input was received; and verifying a presence of the authorized user at the environment during the window of time based on the environmental sensor data; and in response to determining that the authorized user was not present in the environment during the window of time, detecting a usage anomaly and not executing the physical user input.
1. A method for detecting usage anomalies based on environmental sensor data, the method comprising:
receiving a physical user input at a computing device located in an environment;
retrieving environmental sensor data from at least one sensor located in the environment;
identifying a window of time during which the physical user input was received; and
verifying a presence of an authorized user of the computing device at the environment during the window of time based on the environmental sensor data;
in response to determining that the authorized user was present in the environment during the window of time, correlating the user input with the environmental sensor data by time to verify whether the authorized user had physical access to the computing device, wherein correlating the user input with the environmental sensor data comprises determining whether the environmental sensor data indicates that the authorized user left the environment before the physical user input was received; and
in response to determining that the authorized user left the environment before the physical user input was received, detecting a usage anomaly and not executing the physical user input.
2. The method of claim 1 , further comprising:
notifying the authorized user of the usage anomaly.
3. The method of claim 1 , further comprising:
in response to determining that the authorized user had physical access to the computing device, executing the physical user input.
4. The method of claim 3 , further comprising:
in response to determining that the authorized user did not have physical access to the computing device, not executing the physical user input and notifying the authorized user of the usage anomaly.
5. The method of claim 1 , wherein the at least one sensor comprises one or more of:
(1) a camera installed at the environment,
(2) a door badge scanner at the environment,
(3) a light sensor at the environment,
(4) a microphone at the environment,
(5) a personal computing device of the authorized user.
6. The method of claim 1 , wherein determining whether the physical user input was received from the authorized user of the computing device further comprises:
transmitting, via the computing device, a discovery message to all computing devices in the environment in a vicinity of the computing device;
receiving a confirmation message from another computing device, wherein confirmation message includes an identifier of the another computing device;
determining whether the identifier of the another computing device is present in a database of authorized identifiers; and
in response to determining that the identifier is not present in the database, determining that the physical user input was not received from the authorized user.
7. The method of claim 1 , wherein the physical user input comprises accessing data that is restricted to the authorized user.
8. A system for detecting usage anomalies based on environmental sensor data, the system comprising:
a memory; and
a hardware processor communicatively coupled with the memory and configured to:
receive a physical user input at a computing device located in an environment;
retrieve environmental sensor data from at least one sensor located in the environment;
identify a window of time during which the physical user input was received;
verify a presence of an authorized user of the computing device at the environment during the window of time based on the environmental sensor data;
in response to determining that the authorized user was present in the environment during the window of time, correlate the user input with the environmental sensor data by time to verify whether the authorized user had physical access to the computing device, wherein correlating the user input with the environmental sensor data comprises determining whether the environmental sensor data indicates that the authorized user left the environment before the physical user input was received; and
in response to determining that the authorized user left the environment before the physical user input was received, detect a usage anomaly and not execute the physical user input.
9. The system of claim 8 , wherein the hardware processor is further configured to:
notify the authorized user of the usage anomaly.
10. The system of claim 8 , wherein the hardware processor is further configured to:
in response to determining that the authorized user had physical access to the computing device, execute the physical user input.
11. The system of claim 10 , wherein the hardware processor is further configured to:
in response to determining that the authorized user did not have physical access to the computing device, not execute the physical user input and notify the authorized user of the usage anomaly.
12. The system of claim 8 , wherein the at least one sensor comprises one or more of:
(1) a camera installed at the environment,
(2) a door badge scanner at the environment,
(3) a light sensor at the environment,
(4) a microphone at the environment,
(5) a personal computing device of the authorized user.
13. The system of claim 8 , wherein the hardware processor is further configured to determine whether the physical user input was received from the authorized user of the computing device by:
transmitting, via the computing device, a discovery message to all computing devices in the environment in a vicinity of the computing device;
receiving a confirmation message from another computing device, wherein confirmation message includes an identifier of the another computing device;
determining whether the identifier of the another computing device is present in a database of authorized identifiers; and
in response to determining that the identifier is not present in the database, determining that the physical user input was not received from the authorized user.
14. The system of claim 8 , wherein the physical user input comprises accessing data that is restricted to the authorized user.
15. A non-transitory computer readable medium storing thereon computer executable instructions for detecting usage anomalies based on environmental sensor data, including instructions for:
receiving a physical user input at a computing device located in an environment;
retrieving environmental sensor data from at least one sensor located in the environment;
identifying a window of time during which the physical user input was received;
verifying a presence of an authorized user of the computing device at the environment during the window of time based on the environmental sensor data; and
in response to determining that the authorized user was present in the environment during the window of time, correlating the user input with the environmental sensor data by time to verify whether the authorized user had physical access to the computing device, wherein correlating the user input with the environmental sensor data comprises determining whether the environmental sensor data indicates that the authorized user left the environment before the physical user input was received; and
in response to determining that the authorized user left the environment before the physical user input was received, detecting a usage anomaly and not executing the physical user input.