IP Library Granted Patent US 9,634,970
Granted Patent B2
US 9,634,970 · App. 13/874,376 · Granted Apr 25, 2017

Apparatus and method for augmenting a message to facilitate spam identification

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Quick Facts
Patent No.
US 9,634,970
App. No.
13/874,376
Granted
Apr 25, 2017
Kind
B2
Abstract

A computer includes a processor and a memory connected to the processor. The memory stores instructions executed by the processor to augment a message with network node attributes derived by linking from an original network node specified in the message to additional network nodes associated with the original network node. Message signatures representing the network node attributes are generated. The message signatures are evaluated to characterize the message.

Claims (19)

1. A computer, comprising:

a processor; and

a memory connected to the processor, the memory storing instructions executed by the processor to:

receive an electronic mail message with original network nodes specifying original host names and original Internet Protocol (IP) addresses,

perform a machine lookup to identify additional host names and additional IP addresses associated with the original host names and original IP addresses,

augment the electronic mail message with network node attributes including the additional host names and additional IP addresses, wherein the network node attributes are added to the electronic mail message in a header section,

generate message signatures representing the network node attributes, and

evaluate the message signatures to characterize the message, wherein the evaluate operation imputes unsolicited bulk electronic message (spam) characteristics to related nodes in a graph linking an original network node specified in the electronic mail message to additional network nodes associated with the original network node.

2. The computer of claim 1 wherein the original network node includes a network device indicator in the message.

3. The computer of claim 2 wherein the network device indicator is a host name.

4. The computer of claim 2 wherein the network device indicator is an Internet Protocol (IP) address.

5. The computer of claim 1 wherein the network node attributes include naming system records.

6. The computer of claim 5 wherein the naming system is selected from Domain Name System (DNS), Network Information Service (NIS), and Server Message Block (SMB).

7. The computer of claim 1 further comprising instructions executed by the processor to decide whether to further augment the message with additional network node attributes through recursive linking.

8. The computer of claim 1 further comprising instructions executed by the processor to form a quarantined message characterized as spam.

9. The computer of claim 8 further comprising instructions executed by the processor to notify a recipient of the quarantined message.

10. The computer of claim 1 further comprising instructions executed by the processor to generate message signatures representing features in the message.

11. The computer of claim 1 further comprising instructions executed by the processor to store in the message relations between network node attributes.

12. The computer of claim 11 further comprising instructions executed by the processor to evaluate the relations to identify a suspect node and ascribe a suspect characteristic to nodes related to the suspect node.

Assignments (7)
SECOND LIEN INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Dec 8, 2025
From: PROOFPOINT, INC.
To: U.S. BANK TRUST COMPANY, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
Reel/Frame 073889/0677 →
RELEASE OF SECOND LIEN SECURITY INTEREST IN INTELLECTUAL PROPERTY Recorded Mar 21, 2024
From: GOLDMAN SACHS BANK USA, AS AGENT
To: PROOFPOINT, INC.
Reel/Frame 066865/0648 →
FIRST LIEN INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Aug 31, 2021
From: PROOFPOINT, INC.
To: GOLDMAN SACHS BANK USA, AS COLLATERAL AGENT
Reel/Frame 057389/0615 →
SECOND LIEN INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Aug 31, 2021
From: PROOFPOINT, INC.
To: GOLDMAN SACHS BANK USA, AS COLLATERAL AGENT
Reel/Frame 057389/0642 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 8, 2019
From: CLOUDMARK LLC
To: PROOFPOINT, INC.
Reel/Frame 049997/0796 →
CHANGE OF NAME Recorded Aug 7, 2019
From: CLOUDMARK, INC.
To: CLOUDMARK LLC
Reel/Frame 050165/0273 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 30, 2013
From: STEMM, MARK
To: CLOUDMARK, INC.
Reel/Frame 030321/0876 →