User authentication for mobile devices using behavioral analysis
View Patent ↗Usage patterns of an authentic user of a mobile device are generated from data collected representing usage by the authentic user. These usage patterns may then be compared to monitored usage of the mobile device. If usage of the mobile device exceeds a threshold based on one or more of the usage patterns, access to data on the mobile device can be prevented.
1. A hardware computer readable medium comprising instructions that, when executed, cause a machine to at least:
collect usage data representative of usage of a mobile computing device by an authentic user;
collect media data representative of media usage by the authentic user including a frequency of access of music content by genre, by artist, or a combination thereof;
generate one or more usage patterns from the collected usage data and the media usage, the one or more usage patterns including a pattern of use of a spoken phrase by the authentic user;
monitor second media usage by a second user;
monitor second usage of the mobile computing device by the second user, the second usage of the mobile computing device by the second user including a detected pattern of use of the spoken phrase by the second user and the second media usage by the second user;
in response to determining that the monitored second usage of the mobile computing device by the second user meets a threshold of deviation from the one or more usage patterns of the authentic user, encrypting data stored on the mobile computing device.
2. The hardware computer readable medium of claim 1 , wherein the instructions, when executed, cause the machine to:
monitor unique sequences of digits input by the authentic user, wherein the one or more usage patterns include the unique sequences of digits input by the authentic user; and
monitor second unique sequences of digits input by the second user, wherein the monitored second usage of the mobile computing device by the second user includes the unique sequences of digits input by the second user.
3. The hardware computer readable medium of claim 1 , wherein the instructions, when executed, cause the machine to:
collect application data representative of usage of one or more software applications accessed by the authentic user, wherein the one or more usage patterns include the usage of the one or more software applications accessed by the authentic user; and
monitor second application usage by the second user, wherein the monitored second usage of the mobile computing device by the second user includes the second application usage by the second user.
4. The hardware computer readable medium of claim 1 , wherein the instructions, when executed, cause the machine to:
collect web data representative of instances of the authentic user navigating to one or more web addresses, wherein the one or more usage patterns include the instances the authentic user navigated to the one or more web addresses; and
monitor second web addresses accessed by the second user, wherein the monitored second usage of the mobile computing device by the second user includes the second web addresses accessed by the second user.
5. A system comprising:
a processor and a memory adapted to store computer executable instructions, the computer executable instructions, when executed, cause the processor to at least:
collect usage data representative of usage of a mobile computing device by an authentic user;
collect media data representative of media usage by the authentic user including a frequency of access of music content by genre, by artist, or a combination thereof;
generate a plurality of usage patterns from the collected usage data and the media usage, the plurality of usage patterns including a pattern of use of a spoken phrase by the authentic user;
monitor second media usage by a second user;
monitor second usage of the mobile computing device by the second user, the monitored second usage of the mobile computing device including a second detected pattern of use of the spoken phrase by the second user and the second media usage by the second user;
in response to determining that the second monitored usage of the mobile computing device by the second user meets a threshold of deviation from the plurality of the usage patterns of the authentic user, encrypting data stored on the mobile computing device; and
generate a challenge-response authentication protocol.
6. The system of claim 5 , wherein the challenge-response authentication protocol is generated based on personal data received from more than one authentic user.
7. The system of claim 5 , wherein the instructions, when executed, cause the processor to:
generate at least one query, wherein a valid response to the least one query is selected from one or more usage patterns of the plurality of usage patterns;
receive at least one response from the second user;
compare the at least one response from the second user to the valid response to determine whether the at least one response from the second user corresponds to the valid response; and
in response to the at least one response corresponding to the valid response, decrypt the data.
8. A system comprising:
a server including one or more processors and a memory adapted to store computer executable instructions, the computer executable instructions, when executed, to cause the one or more processors to at least:
collect usage data representative of usage of a mobile computing device by an authentic user;
collect media data representative of media usage by the first user including a frequency of access of music content by genre, by artist, or a combination thereof;
generate one or more usage patterns from the collected usage data and the media usage, the one or more usage patterns including a pattern of use of a spoken phrase by the authentic user;
monitor second media usage by a second user;
monitor second usage of the mobile computing device by the second user, the monitored second usage of the mobile computing device by the second user including a detected second pattern of use of the spoken phrase by the second user and the second media usage by the second user;
in response to determining that monitored second usage of the mobile computing device by the second user meets a threshold of deviation from the one or more usage patterns of the authenticated user, encrypt data stored on the mobile computing device;
generate a challenge-response authentication protocol;
transmit the challenge-response authentication protocol to the mobile computing device;
receive at least one response from the mobile computing device; and
determine whether to decrypt the data based on a comparison of the at least one response to a valid response.