Automatic detection of hidden link mismatches with spoofed metadata

• US 10,382,458 B2
• Filed: 03/20/2018
• Issued: 08/13/2019
• Est. Priority Date: 12/21/2015
• Status: Active Grant

• Current Assignee: eBay Inc.
• Original Assignee: eBay Inc.
• Inventors: Gonzales, Jr., Sergio Pinzon, Akpala, Romi
• Primary Examiner(s): Zhao, Don G
• Application Number:
  US15/926,193
• Publication Number:
  US 20180212983A1
• Time in Patent Office: 511 Days
• CPC Class Codes: H04L 63/10 for controlling access to devices or network resources
• CPC Class Codes: H04L 63/102 Entity profiles
• CPC Class Codes: H04L 63/1416 Event detection, e.g. attack signature detection
• CPC Class Codes: H04L 63/1483 service impersonation, e.g. phishing, pharming or web spoofing detection of rogue wireless access points H04W12/12

Abstract

Example methods and systems directed to an Alert Manager are described. According to various embodiments, the Alert Manager detects receipt of a message. The message includes a selectable functionality for accessing an external resource and message data indicative of a source of the message. The Alert Manager predicts when a recipient of the message will interact with the selectable functionality. Prior to the recipient'"'"'s predicted interaction with the selectable functionality, the Alert Manager generates a message alert feature based on a degree of a difference between the external resource and the source of the message.

Claims

1. A computer system comprising:

a processors;

a memory device coupled to the processor and holding an instruction set executable on the processor to cause the computer system to perform operations comprising;

detecting, by an alert manager application, receipt of a message including a selectable functionality for accessing an external resource, and message data indicative of a source of the message;

predicting, by the alert manager application, an action time range during which a recipient of the message is likely to operate the selectable functionality, wherein the predicted action time range is measured from when the recipient accesses the message or from when a particular input pattern occurs;

generating, by the alert manager application and within the predicted action time range, a visual message alert feature; and

causing, by the alert manager application, the visual message alert feature to be presented on a display of the computer system during the predicted action time range.

2. The computer system of claim 1, wherein the predicting of the action time range comprises:

accessing historical message interaction data associated with the recipient;

comparing at least one interaction of the recipient with the message against at least a portion of the historical message interaction data; and

predicting, based on the comparing, when operation of the selectable functionality by the recipient will likely occur.

3. The computer system of claim 2, wherein the comparing of the at least one interaction of the recipient with the message against at least the portion of the historical message interaction data comprises:

determining that the at least one interaction of the recipient with the message matches a respective portion of the historical message interaction data, wherein the respective portion of the historical message interaction data corresponds to at least one historical message action that occurred.

4. The computer system of claim 1, wherein the generating the visual message alert feature comprises:

generating a modification to an appearance of at least a portion of the selectable functionality that is included in the message.

5. The computer system of claim 1, wherein the generating the visual message alert feature comprises:

generating a modification to a recipient input enabled to operate the selectable functionality included in the message.

6. The computer system of claim 1, wherein the selectable functionality is operable by a recipient of the message to access a resource network address of an external network resource.

7. The computer system of claim 6, wherein the operations further comprises:

comparing text describing the external network resource to message data of the message; and

determining, based on the comparing of the text to the message data, whether an extent of a discrepancy between the text describing the external network resource and the message data meets a suspiciousness threshold; and

determining that the message is a suspicious message based on determining that the extent of the discrepancy exceeds a suspiciousness threshold.

8. A method comprising:

detecting, by one or more processors of a machine, receipt of a message including a selectable functionality for accessing an external resource, and message data indicative of a source of the message;

predicting, by the one or more processors of the machine, an action time range during which a recipient of the message is likely to operate the selectable functionality, wherein the predicted action time range is measured from when the recipient accesses the message or from when a particular input pattern occurs;

generating, by the one or more processors of the machine and within the predicted action time range, a visual message alert feature; and

causing, by the one or more processors of the machine, the visual message alert feature to be presented on a display of the computer system during the predicted action time range.

9. The method of claim 8, wherein the predicting of the action time range comprises:

accessing historical message interaction data associated with the recipient;

comparing at least one interaction of the recipient with the message against at least a portion of the historical message interaction data; and

predicting, based on the comparing, when operation of the selectable functionality by the recipient will likely occur.

10. The method of claim 9, wherein the comparing of the at least one interaction of the recipient with the message against at least the portion of the historical message interaction data comprises:

determining that the at least one interaction of the recipient with the message matches a respective portion of the historical message interaction data, wherein the respective portion of the historical message interaction data corresponds to at least one historical message action that occurred.

11. The method of claim 8, wherein the generating the visual message alert feature comprises:

generating a modification to an appearance of at least a portion of the selectable functionality that is included in the message.

12. The method of claim 8, wherein the generating the visual message alert feature comprises:

generating a modification to a recipient input enabled to operate the selectable functionality included in the message.

13. The method of claim 8, wherein the selectable functionality is operable by a recipient of the message to access a resource network address of an external network resource.

14. The method of claim 13, wherein the method further comprises:

comparing, by the one or more processors of the machine, text describing the external network resource to message data of the message; and

determining, by the one or more processors of the machine, based on the comparing of the text to the message data, whether an extent of discrepancy between the text describing the external network resource and the message data meets a suspiciousness threshold; and

determining that the message is a suspicious message based on determining that the extent of the discrepancy exceeds a suspiciousness threshold.

15. A non-transitory computer-readable medium storing executable instructions thereon that, when executed by a processor, cause the processor to perform operations including:

detecting receipt of a message including a selectable functionality for accessing an external resource, and message data indicative of a source of the message;

predicting an action time range during which a recipient of the message is likely to operate the selectable functionality, wherein the predicted action time range is measured from when the recipient accesses the message or from when a particular input pattern occurs;

generating, within the predicted action time range, a visual message alert feature; and

causing the visual message alert feature to be presented on a display of the computer system during the predicted action time range.

16. The non-transitory computer-readable medium of claim 15, wherein the predicting of the action time range comprises:

accessing historical message interaction data associated with the recipient;

comparing at least one interaction of the recipient with the message against at least a portion of the historical message interaction data; and

predicting, based on the comparing, when operation of the selectable functionality by the recipient will likely occur.

17. The non-transitory computer-readable medium of claim 16, wherein the comparing of the at least one interaction of the recipient with the message against at least the portion of the historical message interaction data comprises:

determining that the at least one interaction of the recipient with the message matches a respective portion of the historical message interaction data, wherein the respective portion of the historical message interaction data corresponds to at least one historical message action that occurred.

18. The non-transitory computer-readable medium of claim 15, wherein the generating the visual message alert feature comprises:

generating a modification to an appearance of at least a portion of the selectable functionality that is included in the message.

19. The non-transitory computer-readable medium of claim 15, wherein the generating the visual message alert feature comprises:

generating a modification to a recipient input enabled to operate the selectable functionality included in the message.

20. The non-transitory computer-readable medium of claim 15, wherein the selectable functionality is operable by a recipient of the message to access a resource network address of an external network resource, and the operations further include:

comparing text describing the external network resource to message data of the message; and

determining based on the comparing of the text to the message data, whether an extent of a discrepancy between the text describing the external network resource and the message data meets a suspiciousness threshold; and

determining that the message is a suspicious message based on determining that the extent of the discrepancy exceeds a suspiciousness threshold.