IP Library › Granted Patent US 12,244,626
Granted Patent B2
US 12,244,626 · App. 18/525,113 · Granted Mar 4, 2025

Methods, systems, and devices for dynamically modeling and grouping endpoints for edge networking

Inventors: Tomer Weingarten (Mountain View, CA); Almog Cohen (Tel Aviv, IL)
Assignee: Sentinel Labs Israel Ltd.
H04L63/1425G06F8/61G06F9/44526H04L41/046H04L41/0893H04L41/16H04L63/08H04L63/102H04L63/104H04L63/1416H04L63/1441H04L63/205H04L67/10H04L67/34H04L41/12H04L41/145
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Quick Facts
Patent No.
US 12,244,626
App. No.
18/525,113
Filed
Nov 30, 2023
Granted
Mar 4, 2025
Kind
B2
Art Unit
2435
USPC
726/23
Abstract

Various embodiments described herein disclose an endpoint modeling and grouping management system that can collect data from endpoint computer devices in a network. In some embodiments, agents installed on the endpoints can collect real-time information at the kernel level providing the system with deep visibility. In some embodiments, the endpoint modeling and grouping management system can identify similarities in behavior in response to assessing the data collected by the agents. In some embodiments, the endpoint modeling and grouping management system can dynamically model groups such as logical groups, and cluster endpoints based on the similarities and/or differences in behavior of the endpoints. In some embodiments, the endpoint modeling and grouping management system transmits the behavioral models to the agents to allow the agents to identify anomalies and/or security threats autonomously.

Claims (24)

1. A computer-implemented method comprising:

monitoring, by a software agent operating on an endpoint of a computer network, one or more processes or network communications of the endpoint to obtain endpoint data,

wherein at least one endpoint of the computer network is located outside of a computer network firewall,

wherein the software agent is configured to perform a point-in-time validation of the endpoint, and

wherein the point-in-time validation comprises a verification that no anomalous indicators are present on the endpoint;

identifying, by the software agent, an anomalous indicator on the endpoint based at least in part on the endpoint data, wherein identifying the anomalous indicator comprises comparing activity on the endpoint to prior activity on the endpoint; and

responding, by the software agent, to the anomalous indicator on an endpoint-level by limiting one or more operating system processes or network communications of the endpoint.

2. The computer-implemented method of claim 1 , wherein the comparing activity comprises: accessing a rule set, the rule set based on at least in part on the prior activity, and comparing the rule set to the activity on the endpoint.

3. The computer-implemented method of claim 1 , wherein the responding by the software agent is performed without receiving a command instruction from an external server.

4. The computer-implemented method of claim 1 , wherein monitoring the one or more processes or the network communications of the endpoint comprises continuously verifying and authenticating the endpoint activities.

5. The computer-implemented method of claim 1 , wherein the endpoint comprises one of a cellphone, server, virtual machine, laptop, tablet, desktop computer, Internet of Things (IoT) device, landline phone, wearable device, or smart home device.

6. The computer-implemented method of claim 1 , wherein the software agent is configured to scan the computer network to identify devices in or in proximity to the computer network.

7. A non-transient computer readable medium containing program instructions for causing an endpoint of a computer network to perform the steps of:

monitoring, by a software agent operating on endpoint, one or more processes or network communications of the endpoint to obtain endpoint data,

wherein at least one endpoint of the computer network is located outside of a computer network firewall,

wherein the software agent is configured to perform a point-in-time validation of the endpoint, and

wherein the point-in-time validation comprises a verification that no anomalous indicators are present on the endpoint;

identifying, by the software agent, an anomalous indicator on the endpoint based at least in part on the endpoint data, wherein identifying the anomalous indicator comprises comparing activity on the endpoint to prior activity on the endpoint; and

responding, by the software agent, to the anomalous indicator on an endpoint-level by limiting one or more operating system processes or network communications of the endpoint.

8. The non-transient computer readable medium of claim 7 , wherein the comparing activity comprises: accessing a rule set, the rule set based on at least in part on the prior activity, and comparing the rule set to the activity on the endpoint.

9. The non-transient computer readable medium of claim 7 , wherein the responding by the software agent is performed without receiving a command instruction from an external server.

10. The non-transient computer readable medium of claim 7 , wherein monitoring the one or more processes or the network communications of the endpoint comprises continuously verifying and authenticating the endpoint activities.

11. The non-transient computer readable medium of claim 7 , wherein the endpoint comprises one of a cellphone, server, virtual machine, laptop, tablet, desktop computer, Internet of Things (IoT) device, landline phone, wearable device, or smart home device.

12. The non-transient computer readable medium of claim 7 , wherein the software agent is configured to scan the computer network to identify devices in or in proximity to the computer network.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 6, 2024
From: WEINGARTEN, TOMER; COHEN, ALMOG
To: SENTINEL LABS, INC.
Reel/Frame 067645/0969 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 6, 2024
From: SENTINEL LABS, INC.
To: SENTINEL LABS ISRAEL LTD.
Reel/Frame 067646/0151 →
Continuity (8)
Continuation 17660187 · Apr 21, 2022
Continuation 17069415 · Oct 13, 2020
Continuation 16525415 · Jul 29, 2019
Continuation 16058810 · Aug 8, 2018
Provisional Application 62550439 · Aug 25, 2017
Provisional Application 62545917 · Aug 15, 2017
Provisional Application 62542288 · Aug 8, 2017
Related Publication 20240187437A1 · Jun 6, 2024
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