IP Library Granted Patent US 12,744,799
Granted Patent B1
US 12,744,799 · App. 17/898,859 · Granted Sep 22, 2026

Correlating distinct events to detect security threats

Inventors: Michael A. Bentley (Los Gatos, CA); George C. Caragea (Redwood City, CA); Yijou Chen (Cupertino, CA)
Assignee: FORTINET, INC.
H04L63/1425G06F9/455G06F9/545G06F16/9024G06F16/9038G06F16/9535G06F16/9537G06F21/57H04L43/045H04L43/06H04L63/10H04L67/306H04L67/535G06F16/2456
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Quick Facts
Patent No.
US 12,744,799
App. No.
17/898,859
Granted
Sep 22, 2026
Kind
B1
Abstract

Correlating distinct events to detect security threats, including: receiving data describing an event; identifying a plurality of correlated events by correlating, in response to receiving the data describing the event, the event with one or more other events, wherein the one or more other events occurred before the event; determining a severity for the event based on the plurality of correlated events.

Claims (41)

1 . A method of correlating distinct events to detect security threats, the method comprising:

receiving data describing an event;

tagging the event using one or more tags based on a standardized taxonomy for categorizing types of activity, the categorization including top level categories each having multiple sub-categories;

identifying a plurality of correlated events by correlating, in response to receiving the data describing the event, the event with one or more other events occurring before the event, the correlation being based at least in part on the one or more event tags; and

determining a severity for the event based on the plurality of correlated events, wherein the sub-categories comprise access token manipulation.

2 . The method of claim 1 , wherein the data describing the event and data describing the one or more other events are received from a plurality of sources.

3 . The method of claim 1 , wherein

determining the severity of the event comprises escalating an initial severity of the event based on one or more other events.

4 . The method of claim 1 , further comprising generating, based on the severity of the event, an alert for the event.

5 . The method of claim 4 , wherein the alert is generated responsive to the severity of the event exceeding any severity of the one or more other events.

6 . The method of claim 1 , wherein the top-level categories comprise at least one of privilege escalation, defense evasion and credential access.

7 . The method of claim 6 , wherein the sub-categories associated with privilege escalation comprise access token manipulation, further comprise: create system process and modify system process.

8 . A method of correlating distinct events to detect security threats, the method comprising:

receiving data describing a first plurality of events associated with an entity;

determining that the first plurality of events satisfies first criteria for correlating the first plurality of events indicated in a first correlation definition; and

generating, in response to the first correlation definition corresponding to a threat incident, a first alert, wherein

determining that the first plurality of events satisfies the first criteria comprises tagging the first plurality of events based on a standardized taxonomy for categorizing types of activity, the categorization including top level categories each having multiple sub-categories, and

the first criteria are based on one or more event tags, wherein the sub-categories comprise access token manipulation.

9 . The method of claim 8 , wherein the first alert comprises one or more descriptors of the threat incident indicated in metadata corresponding to the first correlation definition.

10 . The method of claim 9 , wherein the metadata further comprises a remedial action associated with the threat incident.

11 . The method of claim 10 , further comprising requesting a response indicating whether the remedial action should be implemented.

12 . The method of claim 8 , further comprising:

receiving data describing at least one other event associated with the entity;

determining that a second plurality of events satisfies second criteria for correlating the second plurality of events indicated in a second correlation definition, wherein the second plurality of events comprises the at least one other event and at least a subset of the first plurality of events; and

generating a second alert.

13 . The method of claim 12 , wherein generating the second alert comprises updating the first alert.

14 . The method of claim 12 , wherein generating the second alert is performed in response to a severity associated with the second correlation definition being greater than a severity associated with the first correlation definition.

15 . A computer program product for correlating distinct events to detect security threats, the computer program product disposed on a non-transitory computer readable medium, the computer program product including computer program instructions configurable to carry out the steps of:

receiving data describing a first plurality of events associated with an entity;

determining that the first plurality of events satisfies first criteria for correlating the first plurality of events indicated in a first correlation definition; and

generating, in response to the first correlation definition corresponding to a threat incident, a first alert, wherein

determining that the first plurality of events satisfies the first criteria comprises tagging the first plurality of events based on a standardized taxonomy for categorizing types of activity, the categorization including top level categories each having multiple sub-categories, and

the first criteria are based on one or more event tag, wherein the sub-categories comprise access token manipulation.

16 . The computer program product of claim 15 , wherein the first alert comprises one or more descriptors of the threat incident indicated in metadata corresponding to the first correlation definition.

17 . The computer program product of claim 16 , wherein the metadata further comprises a remedial action associated with the threat incident.

18 . The computer program product of claim 17 , further comprising requesting a response indicating whether the remedial action should be implemented.

19 . The computer program product of claim 15 , further comprising:

receiving data describing at least one other event associated with the entity;

determining that a second plurality of events satisfies second criteria for correlating the second plurality of events indicated in a second correlation definition, wherein the second plurality of events comprises the at least one other event and at least a subset of the first plurality of events; and

generating a second alert, wherein generating the second alert comprises updating the first alert.

20 . The computer program product of claim 19 , wherein generating the second alert is performed in response to a severity associated with the second correlation definition being greater than a severity associated with the first correlation definition.

Continuity (8)
Continuation In Part 17504311 · Oct 18, 2021
Continuation 16665961 · Oct 28, 2019
Continuation 16134794 · Sep 18, 2018
Provisional Application 63276773 · Nov 8, 2021
Provisional Application 63246292 · Sep 20, 2021
Provisional Application 63239317 · Aug 31, 2021
Provisional Application 62650971 · Mar 30, 2018
Provisional Application 62590986 · Nov 27, 2017
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