Authentication based on user behavior
View Patent ↗One embodiment of the present invention provides a system for authenticating a user. During operation, the system records user behavior history at one or more devices associated with the user. The system then extracts user information associated with a place and/or an activity from the recorded user behavior history. The system further generates one or more challenges based on the extracted user information, thereby facilitating the verification of the user's identity.
1. A method for authenticating a user of an account associated with an online service, the method comprising:
receiving, by a server computer, a request to reset a password for the user's online account;
obtaining a user behavior history from one or more computing devices associated with the user, wherein the user behavior history includes activities performed by the user outside of the user's online account;
extracting user information associated with the activities performed by the user outside of the user's online account from the obtained user behavior history; and
generating one or more challenges based on the user information obtained from data sources outside of the user's online account, wherein generating the one or more challenges involve generating a challenge based on one or more of: a GPS (Global Positioning System) trace associated with the one or more computing devices, a computing device in a physical vicinity of the one or more computing devices, and a web-browsing history identifying webpages viewed by the user on the one or more computing devices, and wherein the one or more challenges facilitate verification of the user's identity for the online account.
2. The method of claim 1 , wherein the user information is extracted without explicitly requiring the user to input the user information manually.
3. The method of claim 1 , further comprising allowing the user to select categories for the generated challenges.
4. The method of claim 1 , wherein generating the one or more challenges involves generating a challenge based on the user's location during a pre-determinate time period.
5. The method of claim 1 , wherein generating the one or more challenges involves generating a challenge based on Wi-Fi hotspots to which the one or more computing devices associated with the user have coupled.
6. The method of claim 1 , wherein generating the one or more challenges involves generating a challenge based on a calendar entry from the one or more computing devices associated with the user.
7. A non-transitory computer-readable storage medium storing instructions which when executed by a computer cause the computer to perform a method for authenticating a user of an account associated with an online service, the method comprising:
receiving a request to reset a password for the user's online account;
obtaining user behavior history from one or more computing devices associated with the user, wherein the user behavior history includes activities performed by the user outside of the user's online account;
extracting user information associated with the activities performed by the user outside of the user's online account from the obtained user behavior history; and
generating one or more challenges based on the user information obtained from data sources outside of the user's online account, wherein generating the one or more challenges involve generating a challenge based on one or more of: a GPS (Global Positioning System) trace associated with the one or more computing devices, a computing device in a physical vicinity of the one or more devices, and a web-browsing history identifying webpages viewed by the user on the one or more computing devices, and wherein the one or more challenges facilitate verification of the user's identity for the user's online account.
8. The computer-readable storage medium of claim 7 , wherein the user information is extracted without explicitly requiring the user to input the user information manually.
9. The computer-readable storage medium of claim 7 , wherein the method further comprises allowing the user to select categories for the generated challenges.
10. The computer-readable storage medium of claim 7 , wherein generating the one or more challenges involves generating a challenge based on the user's location during a pre-determined time period.
11. The computer-readable storage medium of claim 7 , wherein generating the one or more challenges involves generating a challenge based on Wi-Fi hotspots to which the one or more computing device associated with the user have coupled.
12. The computer-readable storage medium of claim 7 , wherein generating the one or more challenges involves generating a challenge based on a calendar entry from the one or more computing devices associated with the user.
13. A computer system for authenticating a user of an account associated with an online service, comprising:
a processor;
a memory;
a request-receiving subsystem configured to receive a request to reset a password for the user's online account;
a subsystem configured to obtain user behavior history from one or more computing devices associated with the user, wherein the user behavior history includes activities performed by the user outside of the user's online account;
an extraction subsystem configured to extract user information associated with the activities performed by the user outside of the user's online account from the obtained user behavior history; and
a challenge generation subsystem configured to generate one or more challenges based on the extracted user information obtained from data sources outside of the user's online account, wherein while generating the challenges, the challenge generation subsystem is configured to generate a challenge based on one or more of: a GPS (Global Positioning System) trace associated with the one or more computing devices, a computing device in a physical vicinity of the one or more devices, and a web-browsing history identifying webpages viewed by the user on the one or more computing devices, and wherein the one or more challenges facilitate verification of the user's identity.
14. The computer system of claim 13 , wherein the user information is extracted without explicitly requiring the user to input the user information manually.
15. The computer system of claim 13 , further comprising a user selection subsystem configured to allow the user to select categories for the generated challenges.
16. The computer system of claim 13 , wherein while generating the one or more challenges, the challenge generation subsystem is configured to generate a challenge based on the user's location during a pre-determined time period.
17. The computer system of claim 13 , wherein while generating the one or more challenges, the challenge generation subsystem is configured to generate a challenge based on Wi-Fi hotspots to which the one or more computing device associated with the user have coupled.
18. The computer system of claim 13 , wherein while generating the one or more challenges, the challenge generation subsystem is configured to generate a challenge based on a calendar entry from the one or more computing devices associated with the user.