Detection and remediation of watering hole attacks directed against an enterprise
View Patent ↗A method comprises obtaining data characterizing web browsing activity of a group of users of an enterprise, processing the data characterizing the web browsing activity to identify one or more patterns of web browsing activity of the group of users, selecting, based on the patterns of web browsing activity, at least one website to check for evidence of a watering hole attack threat to the enterprise, analyzing elements of said at least one website to identify executable code evidencing the watering hole attack threat to the enterprise, and modifying access by one or more client devices of the enterprise to said at least one website responsive to identifying executable code of said at least one website evidencing the watering hole attack threat to the enterprise.
1. A method comprising:
obtaining data characterizing web browsing activity of a group of users of an enterprise;
processing the data characterizing the web browsing activity to identify one or more patterns of web browsing activity of the group of users;
selecting, based on the patterns of web browsing activity, at least one website to check for evidence of a watering hole attack threat to the enterprise;
analyzing elements of said at least one website to identify executable code evidencing the watering hole attack threat to the enterprise; and
modifying access by one or more client devices of the enterprise to said at least one website responsive to identifying executable code of said at least one website evidencing the watering hole attack threat to the enterprise;
wherein the method is performed by at least one processing device comprising a processor coupled to a memory; and
wherein analyzing the elements of said at least one website comprises:
generating an updated snapshot of said at least one website;
comparing the updated snapshot to one or more previous snapshots of said at least one website;
identifying one or more new elements of said at least one website based on comparing the updated snapshot to the one or more previous snapshots; and
analyzing executable code of the one or more new elements to determine evidence of the watering hole attack threat to the enterprise.
2. The method of claim 1 wherein selecting said at least one website comprises intercepting an attempted access to said at least one website by a given one of the client devices.
3. The method of claim 2 further comprising transmitting a notification indicating the watering hole attack posed by said at least one website over at least one network to the given client device.
4. The method of claim 2 further comprising transmitting a notification indicating the watering hole attack posed by said at least one website over at least one network to at least one of the client devices other than the given client device.
5. The method of claim 1 further comprising generating a set of websites identified as potential targets for the watering hole attack threat to the enterprise based on the patterns of web browsing activity, wherein selecting said at least one website comprises periodically selecting respective ones of the set of websites identified as potential targets for the watering hole attack threated to the enterprise.
6. The method of claim 1 wherein said at least one website is selected by crawling said at least one network to search for websites susceptible to watering hole attacks.
7. The method of claim 1 wherein modifying access by the one or more client devices of the enterprise to said at least one website comprises at least one of blocking and filtering elements of said at least one website comprising malicious executable code.
8. The method of claim 1 wherein modifying access by the one or more client devices of the enterprise to said at least one website comprises adding said at least one website to a blacklist of websites blocked by the enterprise, the blacklist being implemented by at least one of a domain name system operated by the enterprise and a firewall operated by the enterprise.
9. The method of claim 1 wherein analyzing the elements of said at least one website further comprises:
identifying one or more clusters of elements of said at least one website;
detecting elements of said at least one website that do not match the identified clusters; and
classifying the detected elements as anomalies.
10. The method of claim 9 further comprising analyzing executable code of the elements classified as anomalies to determine evidence of the watering hole attack threat to the enterprise.
11. The method of claim 9 wherein the elements of said at least one website are clustered based on the geographic distances between sources of each of the elements.
12. The method of claim 9 wherein the elements of said at least one website are clustered based on coding language.
13. The method of claim 9 wherein the elements of said at least one website are clustered based on textual analysis.
14. The method of claim 1 wherein at least one of the one or more previous snapshots and the updated snapshot comprises a smart snapshot that ignores elements of said at least one website that cannot execute code.
15. A computer program product comprising a non-transitory processor-readable storage medium having stored therein program code of one or more software programs, wherein the program code when executed by a processing device cause the processing device:
to obtain data characterizing web browsing activity of a group of users of an enterprise;
to process the data characterizing the web browsing activity to identify one or more patterns of web browsing activity of the group of users;
to select, based on the patterns of web browsing activity, at least one website to check for evidence of a watering hole attack threat to the enterprise;
to analyze elements of said at least one web site to identify executable code evidencing the watering hole attack threat to the enterprise; and
to modify access by one or more client devices of the enterprise to said at least one website responsive to identifying executable code of said at least one website evidencing the watering hole attack threat to the enterprise;
wherein analyzing the elements of said at least one website comprises:
generating an updated snapshot of said at least one website;
comparing the updated snapshot to one or more previous snapshots of said at least one website;
identifying one or more new elements of said at least one website based on comparing the updated snapshot to the one or more previous snapshots; and
analyzing executable code of the one or more new elements to determine evidence of the watering hole attack threat to the enterprise.
16. The computer program product of claim 15 wherein analyzing the elements of said at least one website further comprises:
identifying one or more clusters of elements of said at least one website based on geographic distances between sources of each of the elements of said at least one website;
detecting elements of said at least one website that do not match the identified clusters;
classifying the detected elements as anomalies; and
analyzing executable code of the elements classified as anomalies to determine evidence of the watering hole attack threat to the enterprise.
17. The computer program product of claim 15
wherein at least one of the one or more previous snapshots and the updated snapshot comprises a smart snapshot that ignores elements of said at least one website that cannot execute code.
18. An apparatus comprising:
a processing device comprising a processor coupled to a memory;
the processing device being configured:
to obtain data characterizing web browsing activity of a group of users of an enterprise;
to process the data characterizing the web browsing activity to identify one or more patterns of web browsing activity of the group of users;
to select, based on the patterns of web browsing activity, at least one website to check for evidence of a watering hole attack threat to the enterprise;
to analyze elements of said at least one website to identify executable code evidencing the watering hole attack threat to the enterprise; and
to modify access by one or more client devices of the enterprise to said at least one website responsive to identifying executable code of said at least one website evidencing the watering hole attack threat to the enterprise;
wherein analyzing the elements of said at least one website comprises:
generating an updated snapshot of said at least one website;
comparing the updated snapshot to one or more previous snapshots of said at least one website;
identifying one or more new elements of said at least one website based on comparing the updated snapshot to the one or more previous snapshots; and
analyzing executable code of the one or more new elements to determine evidence of the watering hole attack threat to the enterprise.
19. The apparatus of claim 18 wherein analyzing the elements of said at least one website further comprises:
identifying one or more clusters of elements of said at least one website based on geographic distances between sources of each of the elements of said at least one website;
detecting elements of said at least one website that do not match the identified clusters;
classifying the detected elements as anomalies; and
analyzing executable code of the elements classified as anomalies to determine evidence of the watering hole attack threat to the enterprise.
20. The apparatus of claim 18
wherein at least one of the one or more previous snapshots and the updated snapshot comprises a smart snapshot that ignores elements of said at least one website that cannot execute code.