Detecting horizontal attacks
View Patent ↗Horizontal attacks may be detected in an authentication system by comparing entered credentials to a list of common credentials, increasing a score if the entered credential matches a credential on the list of common credentials, and then making a security determination based on the score. The score increase may be weighted based on factors including a recentness of a previous authentication, a similarity of the credential to a correct or common credential, a commonality of the entered credential, and whether or not additional security precautions are being taken. The score may be associated with a credential, an authentication attempt, or may be a system-wide score that, when it reaches a threshold may be indicative of a system-wide attack.
1. A system, comprising:
a non-transitory memory storing a list of common credentials;
a network interface component, configured to receive a credential associated with a user authentication attempt; and
one or more hardware processors configured to execute instructions to cause the system to perform operations comprising:
determining if the received credential is correct;
comparing the received credential to the list of common credentials when the received credential is not correct; and
when the received credential matches a common credential on the list of common credentials:
increasing a score by a weighted factor based on the received credential matching the common credential, wherein increasing the score indicates an increased likelihood that an attacker is entering common credentials in a horizontal attack in order to gain access to a user account;
storing a time associated with the score increase; and
making a security determination based on the score;
wherein the weighted factor is lower when a time since a previous score increase is greater than a threshold time than when the time since the previous score increase is less than or equal to the threshold time.
2. The system of claim 1 , wherein the network interface component is further configured to receive the list of common credentials.
3. The system of claim 1 , wherein the operations further comprise generating the list of common credentials based on credentials associated with users of the system.
4. The system of claim 1 , wherein the operations further comprise increasing a score associated with a user authentication attempt.
5. The system of claim 1 , wherein the weighted factor is associated with a commonality of the common credential.
6. The system of claim 5 , wherein the weighted factor is larger for more common credentials on the list and smaller for less common credentials on the list.
7. The system of claim 1 , wherein the weighted factor is based on a recentness of a successful authentication attempt by the user.
8. The system of claim 7 , wherein the weighted factor is zero if the recentness of a successful authentication attempt by the user is more than a threshold.
9. The system of claim 1 , wherein the weighted factor is greater if a determination is made that an authentication system for performing the authentication system is under attack.
10. The system of claim 1 , wherein the score comprises a score associated with a user authentication attempt.
11. A method comprising:
receiving, by a server, a credential from a user during an authentication process;
determining, by the server, the received credential is not correct;
comparing, by the server, the received credential to a list of common credentials; and
when the received credential matches a common credential on the list of common credentials:
increasing, by the server, a score by a weighted factor based on the received credential matching the common credential, wherein increasing the score indicates an increased likelihood that an attacker is attempting to gain unauthorized access to a user account;
storing a time associated with the score increase; and
making a security determination, by the server, based on the score.
wherein the weighted factor is lower when a time since a previous score increase is greater than a threshold time than when the time since the previous score increase is less than or equal to the threshold time.
12. The method of claim 11 , wherein comparing the received credential to a list of common credentials comprises:
generating, by the server, the list of common credentials based on user data; and
comparing, by the server, the received credential to the generated list of common credentials.
13. The method of claim 11 , wherein comparing the received credential to a list of common credentials comprises:
obtaining, by the server, the list of common credentials from a third party; and
comparing, by the server, the received credential to the obtained list of common credentials.
14. The method of claim 11 , wherein determining the received credential is not correct comprises determining the received credential does not match a previous credential associated with the user.
15. The method of claim 14 , wherein the previous credential associated with the user comprises a correct credential of the user.
16. The method of claim 14 , wherein the previous credential comprises a credential entered by the user during an authentication process.
17. The method of claim 11 , wherein increasing a score comprises increasing a score associated with a user authentication attempt.
18. The method of claim 11 , wherein the weighted factor is associated with the commonality of the common credential.
19. The method of claim 18 , wherein the weighted factor is larger for more common credentials on the list and smaller for less common credentials on the list.
20. The method of claim 11 , wherein determining the received credential is not correct comprises determining a similarity value associated with the received credential.
21. The method of claim 20 , wherein the similarity value corresponds to how similar the received credential is to at least one of a common credential and a previous credential associated with the user.
22. The method of claim 11 , wherein increasing a score comprises increasing a global score associated with an authentication system associated with the server, the authentication system performing the authentication process.
23. The method of claim 22 , further comprising:
comparing, by the server, the global score associated with the authentication system to a threshold; and
determining, by the server, that the authentication system is under attack when the global score associated with the authentication system reaches the threshold.
24. The method of claim 11 , wherein the weighted factor is based on a recentness of a successful authentication attempt by the user.
25. The method of claim 24 , wherein the weighted factor is zero if the recentness of a successful authentication attempt by the user is more than a threshold.
26. The method of claim 11 , wherein the weighted factor is greater if a determination is made that an authentication system for performing the authentication system is under attack.
27. The method of claim 11 , wherein the score comprises a score associated with a user authentication attempt.