IP Library Granted Patent US 9,516,047
Granted Patent B2
US 9,516,047 · App. 15/133,824 · Granted Dec 6, 2016

Time zero classification of messages

Inventors: Jennifer Rihn (Mountain View, CA); Jonathan J. Oliver (San Carlos, CA)
Assignee: DELL SOFTWARE INC.
H04L63/1416H04L63/1425G06F21/56
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Quick Facts
Patent No.
US 9,516,047
App. No.
15/133,824
Granted
Dec 6, 2016
Kind
B2
Abstract

Detecting infectious messages comprises performing an individual characteristic analysis of a message to determine whether the message is suspicious, determining whether a similar message has been noted previously in the event that the message is determined to be suspicious, classifying the message according to its individual characteristics and its similarity to the noted message in the event that a similar message has been noted previously.

Claims (38)

1. A method of re-classifying messages, the method comprising:

classifying one or more previously received messages, wherein the classification is based on intrinsic characteristics and traffic information associated with the one or more previously received message;

receiving a new message, wherein the new message has not yet been classified;

executing instructions stored in memory, wherein execution of the instructions by a processor:

analyzes intrinsic characteristics of the new message, wherein the intrinsic characteristic analysis yields a first probability that the received message is infectious, and wherein the intrinsic characteristics identifies that the new message is similar to one or more of the previously received messages that have been classified as being legitimate,

analyzes traffic information associated with the new message, wherein the traffic information analysis yields a second probability that the new message is infectious,

identifies the one or more previously received messages that were previously classified and identified as similar to the new message, and

reclassifies the one or more previously received messages as being infectious.

2. The method of claim 1 , wherein messages classified as legitimate are forwarded for the user to view.

3. The method of claim 1 , wherein messages classified as infectious are quarantined or deleted.

4. The method of claim 1 , wherein reclassification of a previously legitimate message as infectious prompts notification of the reclassification of the previously received messages to the recipient or system administrator.

5. The method of claim 4 , wherein the notification includes warnings or log messages.

6. The method of claim 1 , wherein reclassification of a previously legitimate message as infectious prompts instructions directing that the reclassified messages be dropped if the previously received messages are still in a send queue to be forwarded to the recipient.

7. A system of reclassifying messages, the system comprising:

a message forwarding device that receives new messages, wherein the new messages have not yet been classified; and

a detection mechanism that includes instructions stored in memory to be executed by a processor, wherein the instructions are executed by the processor to:

classify one or more previously received messages, wherein the classification is based on intrinsic characteristics and traffic information associated with the one or more previously received message,

analyze intrinsic characteristics of the new message, wherein the intrinsic characteristic analysis yields a first probability that the received message is infectious, and wherein the intrinsic characteristics identifies that the new message is similar to one or more of the previously received messages that have been classified as being legitimate,

analyze traffic information associated with the new message, wherein the traffic information analysis yields a second probability that the new message is infectious,

identify the one or more previously received messages that were previously classified and identified as similar to the new message, and

reclassify the one or more previously received messages as being infectious.

8. The system of claim 7 , wherein the message forwarding device forwards the received message when the received message is classified as legitimate.

9. The system of claim 7 , wherein the message forwarding device quarantines or deletes the received message when the received message is classified as suspicious.

10. The system of claim 7 , wherein reclassification of a previously legitimate message as infectious prompts notification of the reclassification of the previously received messages to the recipient or system administrator.

11. The system of claim 10 , wherein the notification includes warnings or log messages.

12. The system of claim 10 , wherein reclassification of a previously legitimate message as being infectious prompts instructions directing that the reclassified messages be dropped if the previously received messages are still in a send queue to be forwarded to the recipient.

13. A non-transitory computer readable storage medium having embodied thereon a program, the program being executable by a processor to perform a method of re-classifying messages, the method comprising:

classifying one or more previously received messages, wherein the classification is based on intrinsic characteristics and traffic information associated with the one or more previously received message;

receiving a new message, wherein the new message has not yet been classified;

analyzing intrinsic characteristics of the new message, wherein the intrinsic characteristic analysis yields a first probability that the received message is infectious, and wherein the intrinsic characteristics identifies that the new message is similar to one or more of the previously received messages that have been classified as being legitimate;

analyzing traffic information associated with the new message, wherein the traffic information analysis yields a second probability that the new message is infectious;

identifying the one or more previously received messages that were previously classified and identified as similar to the new message; and

reclassifying the one or more previously received messages as being infectious.

14. The non-transitory computer readable storage medium of claim 13 , further comprising executable instructions for forwarding messages classified as legitimate.

15. The non-transitory computer readable storage medium of claim 13 , further comprising executable instructions for quarantining or deleting messages classified as infectious.

16. The non-transitory computer readable storage medium of claim 13 , wherein reclassification of a previously legitimate message as infectious prompts notification of the reclassification of the previously received messages to the recipient or system administrator.

17. The non-transitory computer readable storage medium of claim 16 , wherein the notification includes warnings or log messages.

18. The non-transitory computer readable storage medium of claim 13 , wherein reclassification of a previously legitimate message as being infectious prompts instructions directing that the reclassified messages be dropped if the previously received messages are still in a send queue to be forwarded to the recipient.

Assignments (29)
FIRST LIEN IP SUPPLEMENT Recorded Jun 30, 2025
From: SONICWALL US HOLDINGS INC.
To: UBS AG, STAMFORD BRANCH, AS COLLATERAL AGENT
Reel/Frame 071777/0641 →
RELEASE OF SECOND LIEN SECURITY INTEREST IN PATENTS RECORDED AT RF 046321/0393 Recorded Jun 16, 2025
From: UBS AG, STAMFORD BRANCH, AS COLLATERAL AGENT
To: SONICWALL US HOLDINGS INC.
Reel/Frame 071625/0887 →
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (045455/0001) Recorded May 20, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO ASAP SOFTWARE EXPRESS, INC.); DELL MARKETING L.P. (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO CREDANT TECHNOLOGIES, INC.); DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL PRODUCTS L.P.; DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO FORCE10 NETWORKS, INC. AND WYSE TECHNOLOGY L.L.C.); EMC CORPORATION (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MAGINATICS LLC); EMC IP HOLDING COMPANY LLC (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MOZY, INC.); SCALEIO LLC
Reel/Frame 061753/0001 →
RELEASE OF SECURITY INTEREST Recorded Nov 3, 2021
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: ASAP SOFTWARE EXPRESS, INC.; AVENTAIL LLC; CREDANT TECHNOLOGIES, INC.; DELL USA L.P.; DELL INTERNATIONAL, L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; FORCE10 NETWORKS, INC.; MAGINATICS LLC; MOZY, INC.; SCALEIO LLC; WYSE TECHNOLOGY L.L.C.
Reel/Frame 058216/0001 →
SECOND LIEN PATENT SECURITY AGREEMENT Recorded Jun 7, 2018
From: SONICWALL US HOLDINGS INC.
To: UBS AG, STAMFORD BRANCH, AS COLLATERAL AGENT
Reel/Frame 046321/0393 →
FIRST LIEN PATENT SECURITY AGREEMENT Recorded Jun 7, 2018
From: SONICWALL US HOLDINGS INC.
To: UBS AG, STAMFORD BRANCH, AS COLLATERAL AGENT
Reel/Frame 046321/0414 →
RELEASE OF FIRST LIEN SECURITY INTEREST IN PATENTS RECORDED AT R/F 040581/0850 Recorded May 22, 2018
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
To: QUEST SOFTWARE INC. (F/K/A DELL SOFTWARE INC.); AVENTAIL LLC
Reel/Frame 046211/0735 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 6, 2018
From: QUEST SOFTWARE INC.
To: SONICWALL US HOLDINGS INC.
Reel/Frame 045513/0163 →
CORRECTIVE ASSIGNMENT TO CORRECT THE ASSIGNEE PREVIOUSLY RECORDED AT REEL: 040587 FRAME: 0624. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Nov 28, 2017
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: QUEST SOFTWARE INC. (F/K/A DELL SOFTWARE INC.); AVENTAIL LLC
Reel/Frame 044811/0598 →
SECOND LIEN PATENT SECURITY AGREEMENT Recorded Nov 10, 2016
From: DELL SOFTWARE INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 040587/0624 →
FIRST LIEN PATENT SECURITY AGREEMENT Recorded Nov 9, 2016
From: DELL SOFTWARE INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 040581/0850 →
RELEASE OF SECURITY INTEREST Recorded Nov 4, 2016
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: AVENTAIL LLC; DELL PRODUCTS, L.P.; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION
Reel/Frame 040564/0886 →
RELEASE OF SECURITY INTEREST IN CERTAIN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (040136/0001) Recorded Nov 4, 2016
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL PRODUCTS L.P.; AVENTAIL LLC; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION
Reel/Frame 040564/0897 →
CHANGE OF NAME Recorded Nov 2, 2016
From: DELL SOFTWARE INC.
To: QUEST SOFTWARE INC.
Reel/Frame 040551/0885 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 31, 2016
From: DELL PRODUCTS L.P.
To: DELL SOFTWARE INC.
Reel/Frame 040520/0220 →
SECURITY AGREEMENT Recorded Sep 21, 2016
From: ASAP SOFTWARE EXPRESS, INC.; AVENTAIL LLC; CREDANT TECHNOLOGIES, INC.; DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; FORCE10 NETWORKS, INC.; MAGINATICS LLC; MOZY, INC.; SCALEIO LLC; SPANNING CLOUD APPS LLC; WYSE TECHNOLOGY L.L.C.
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
Reel/Frame 040136/0001 →
SECURITY AGREEMENT Recorded Sep 21, 2016
From: ASAP SOFTWARE EXPRESS, INC.; AVENTAIL LLC; CREDANT TECHNOLOGIES, INC.; DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; FORCE10 NETWORKS, INC.; MAGINATICS LLC; MOZY, INC.; SCALEIO LLC; SPANNING CLOUD APPS LLC; WYSE TECHNOLOGY L.L.C.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 040134/0001 →
RELEASE OF REEL 038665 FRAME 0041 (TL) Recorded Sep 14, 2016
From: BANK OF AMERICA, N.A., AS COLLATERAL AGENT
To: DELL SOFTWARE INC.; DELL PRODUCTS L.P.; SECUREWORKS, CORP.; WYSE TECHNOLOGY L.L.C.
Reel/Frame 040028/0375 →
RELEASE OF REEL 038664 FRAME 0908 (NOTE) Recorded Sep 14, 2016
From: BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS COLLATERAL AGENT
To: DELL SOFTWARE INC.; DELL PRODUCTS L.P.; SECUREWORKS, CORP.; WYSE TECHNOLOGY L.L.C.
Reel/Frame 040027/0390 →
RELEASE OF REEL 038665 FRAME 0001 (ABL) Recorded Sep 13, 2016
From: BANK OF AMERICA, N.A., AS ADMINISTRATIVE AGENT
To: DELL SOFTWARE INC.; DELL PRODUCTS L.P.; SECUREWORKS, CORP.; WYSE TECHNOLOGY L.L.C.
Reel/Frame 040021/0348 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 10, 2016
From: RIHN, JENNIFER; OLIVER, JONATHAN J.
To: MAILFRONTIER, INC.
Reel/Frame 039115/0635 →
CHANGE OF NAME Recorded Jul 10, 2016
From: PSM MERGER SUB (DELAWARE), INC.
To: SONICWALL, INC.
Reel/Frame 039115/0673 →
MERGER Recorded Jul 10, 2016
From: SONICWALL L.L.C.
To: DELL SOFTWARE INC.
Reel/Frame 039115/0695 →
CONVERSION AND NAME CHANGE Recorded Jul 10, 2016
From: SONICWALL, INC.
To: SONICWALL L.L.C.
Reel/Frame 039297/0814 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 10, 2016
From: MAILFRONTIER, INC.
To: SONICWALL, INC.
Reel/Frame 039115/0649 →
MERGER Recorded Jul 10, 2016
From: SONICWALL, INC.
To: PSM MERGER SUB (DELAWARE), INC.
Reel/Frame 039115/0664 →
SUPPLEMENT TO PATENT SECURITY AGREEMENT (NOTES) Recorded May 11, 2016
From: DELL SOFTWARE INC.; WYSE TECHNOLOGY, L.L.C.; DELL PRODUCTS L.P.
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS FIRST LIEN COLLATERAL AGENT
Reel/Frame 038664/0908 →
SUPPLEMENT TO PATENT SECURITY AGREEMENT (ABL) Recorded May 11, 2016
From: DELL PRODUCTS L.P.; DELL SOFTWARE INC.; WYSE TECHNOLOGY, L.L.C.
To: BANK OF AMERICA, N.A., AS ADMINISTRATIVE AGENT
Reel/Frame 038665/0001 →
SUPPLEMENT TO PATENT SECURITY AGREEMENT (TERM LOAN) Recorded May 11, 2016
From: DELL PRODUCTS L.P.; DELL SOFTWARE INC.; WYSE TECHNOLOGY, L.L.C.
To: BANK OF AMERICA, N.A., AS COLLATERAL AGENT
Reel/Frame 038665/0041 →
Continuity (5)
Continuation 14472026 · Aug 28, 2014
Continuation 11927438 · Oct 29, 2007
Continuation 11156372 · Jun 16, 2005
Provisional Application 60587839 · Jul 13, 2004
Related Publication 20160234233A1 · Aug 11, 2016