Automatic detection of hidden link mismatches with spoofed metadata

• US 9,954,877 B2
• Filed: 12/21/2015
• Issued: 04/24/2018
• 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 GORDON
• Application Number:
  US14/976,549
• Publication Number:
  US 20170180398A1
• Time in Patent Office: 855 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 processor;

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 that includes an access request control, the access request control being operable by a recipient of the message to access a resource network address of an external network resource, the message further including message data indicative of a source network address of a source of the message;

predicting, by the alert manager application, a time range during which the recipient of the message is likely to operate the access request control that is included in the message;

generating, by the alert manager application, a visual message alert feature based on a comparison of a threshold degree of difference to a measured degree of difference between the resource network address of the external network resource and the source network address of the source of the message; and

automatically causing, by the alert manager application, the visual message alert feature to be presented on a display of the computer system during the predicted time range during which the recipient is likely to operate the access request control that is included in the message.

2. The computer system as in claim 1, wherein the detecting of the receipt of the message comprises:

responsive to the receipt of the message, comparing text describing the external network resource to the message data; 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.

3. The computer system as in claim 1, wherein the predicting of the 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 access request control the recipient will likely occur.

4. The computer system as in claim 3, 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.

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

generating a modification to an appearance of at least a portion of the access request control that is included in the message.

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

generating a modification to a recipient input enabled to operate the access request control included in the message.

7. The computer system as in claim 1, wherein the detecting of the receipt of the message comprises:

identifying the resource network address of the external network resource by identifying a first network address associated with the access request control that is included in the message;

identifying the source network address of the source the message by identifying in a message header a second network address associated with a sender of the message;

comparing the first and second network addresses; and

determining the measured degree of difference between the resource network address of the external network resource and the source network address of the source of the message based on the comparing of the first and second network addresses.

8. A computer implemented method, comprising:

detecting, by one or more processors of a machine, receipt of a message that includes an access request control, the access request control being operable by a recipient of the message to access a resource network address of an external network resource, the message further including message data indicative of a source address of a source of the message;

predicting, by the one or more processors of the machine, a time range during which a recipient of the message is likely to operate the access request control that is included in the message;

generating, by the one or more processors of the machine, a visual message alert feature based on a comparison of a threshold degree of difference to a measured degree of difference between the resource network address of the external network resource and the source address of the source of the message; and

automatically 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 time range during which the recipient is likely to operate the access request control that is included in the message.

9. The computer implemented method as in claim 8, wherein the detecting of the receipt of the message comprises:

responsive to the receipt of the message, comparing text describing the external network resource to the message data; 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.

10. The method as in claim 8, wherein the predicting of the 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 access request control the recipient will likely occur.

11. The method as in claim 10, 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.

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

generating a modification to an appearance of at least a portion of the access request control that is included in the message.

13. The computer-implemented method as in claim 8, wherein the generating of the visual message alert feature comprises:

generating a modification to a recipient input enabled to operate the access request control included in the message.

14. The method as in claim 8, wherein the detecting of the receipt of the message comprises:

identifying the resource network address of the external network resource by identifying a first network address associated with the access request control that is included in the message;

identifying the source address of the source the message by identifying in a message header a second network address associated with a sender of the message;

comparing the first and second network addresses; and

determining the measured degree of difference between the resource network address of the external network resource and the source address of the source of the message based on the comparing of the first and second network addresses.

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 message that includes a selectable functionality for accessing a resource network address of an external network resource, the message further including message data indicative of a source address of a source of the message;

predicting a time range during which a recipient of the message will interact with the selectable functionality included in the message; and

generating a visual message alert feature based on a comparison of a threshold degree of difference to a measured degree of difference between the resource network address of the external network resource and the source address of the source of the message; and

automatically causing the visual message alert feature to be presented on a display of the computer system during the predicted time range during which the recipient is likely to operate the access request control that is included in the message.

16. The non-transitory computer-readable medium as in claim 15, wherein detecting receipt the message comprises:

responsive to the receipt of the message, comparing text describing the external network resource to the message data; 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.

17. The non-transitory computer-readable medium as in claim 15, wherein the predicting of the 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 access request control the recipient will likely occur.

18. The non-transitory computer-readable medium as in claim 17, 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.

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

generating a modification to an appearance of at least a portion of the access request control that is included in the message.

20. The non-transitory computer-readable medium as in claim 15, wherein the detecting of the receipt of the message comprises:

identifying the resource network address of the external network resource by identifying a first network address associated with the access request control that is included in the message;

identifying the source address of the source the message by identifying in a message header a second network address associated with a sender of the message;

comparing the first and second network addresses; and

determining the measured degree of difference between the resource network address of the external network resource and the source address of the source of the message based on the comparing of the first and second network addresses.