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US Patent 10581915 Network attack detection

Patent 10581915 was granted and assigned to Microsoft on March, 2020 by the United States Patent and Trademark Office.

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Contents

Is a
Patent
Patent
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Patent attributes

Patent Applicant
Microsoft
Microsoft
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Current Assignee
Microsoft
Microsoft
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
105819150
Patent Inventor Names
Daniel Mark Edwards0
Mathias Scherman0
Royi Ronen0
Tomer Koren0
Date of Patent
March 3, 2020
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Patent Application Number
153395580
Date Filed
October 31, 2016
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Patent Citations Received
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US Patent 12113833 Distributed network and security operations platform
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US Patent 11463466 Monitoring encrypted network traffic
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US Patent 11463465 Automatic determination of user roles and asset types based on network monitoring
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US Patent 11496378 Correlating causes and effects associated with network activity
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US Patent 11386197 System and method for securing a network against malicious communications through peer-based cooperation
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US Patent 11431744 Detection of denial of service attacks
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US Patent 11438247 Correlating network traffic that crosses opaque endpoints
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US Patent 11843606 Detecting abnormal data access based on data similarity
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...
Patent Primary Examiner
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Joseph P Hirl
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Patent abstract

Enhancements to network security are provided by identifying malicious actions taken against servers in a network environment, without having to access log data from individual servers. Seed data are collected by an administrator of the network environment, from honeypots and servers whose logs are shared with the administrator, to identify patterns of malicious actions to access the network environment. These patterns of use include ratios of TCP flags in communication sessions, entropy in the use of TCP flags over the life of a communication session, and packet size metrics, which are used to develop a model of characteristic communications for an attack. These attack models are shared with servers in the network environment to detect attacks without having to examine the traffic logs of those servers.

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