公开(公告)号：US11929900B2

公开(公告)日：2024-03-12

申请号：US18158623

申请日：2023-01-24

Applicant: Google LLC

Inventor： Mikhal Shemer ,  Roee Engelberg ,  Yonit Tova Halperin Worzel ,  Alex Gontmakher ,  Alexander Goldshtein ,  Gal Elidan ,  Benjamin Dov Kessler

IPC: G06F15/173 ,  G06F9/455 ,  G06F18/214 ,  H04L41/0604 ,  H04L41/0631 ,  H04L43/065 ,  H04L43/0817

CPC classification number: H04L43/0817 ,  G06F9/45558 ,  G06F18/214 ,  H04L41/0627 ,  H04L41/0631 ,  H04L43/065 ,  G06F2009/45575 ,  G06F2009/45595

Abstract: A cloud network is a complex environment in which hundreds and thousands of users or entities can each host, create, modify, and develop multiple virtual machines. Each virtual machine can have complex behavior unknown to the provider or maintainer of the cloud. Technologies disclosed include methods, systems, and apparatuses to monitor the complex environment to detect network anomalies using machine learning techniques. In addition, techniques to modify and adapt to user feedback are provided allowing the developed models to be tuned for specific use cases, virtual machine types, and users.

公开(公告)号：US20230164046A1

公开(公告)日：2023-05-25

申请号：US18158623

申请日：2023-01-24

Applicant: Google LLC

Inventor： Mikhal Shemer ,  Roee Engelberg ,  Yonit Tova Halperin Worzel ,  Alex Gontmakher ,  Alexander Goldshtein ,  Gal Elidan ,  Benjamin Dov Kessler

IPC: H04L43/0817 ,  G06F9/455 ,  H04L41/0604 ,  H04L41/0631 ,  H04L43/065 ,  G06F18/214

CPC classification number: H04L43/0817 ,  G06F9/45558 ,  H04L41/0627 ,  H04L41/0631 ,  H04L43/065 ,  G06F18/214 ,  G06F2009/45575 ,  G06F2009/45595

Abstract: A cloud network is a complex environment in which hundreds and thousands of users or entities can each host, create, modify, and develop multiple virtual machines. Each virtual machine can have complex behavior unknown to the provider or maintainer of the cloud. Technologies disclosed include methods, systems, and apparatuses to monitor the complex environment to detect network anomalies using machine learning techniques. In addition, techniques to modify and adapt to user feedback are provided allowing the developed models to be tuned for specific use cases, virtual machine types, and users.

公开(公告)号：US20220029902A1

公开(公告)日：2022-01-27

申请号：US17381909

申请日：2021-07-21

Applicant: Google LLC

Inventor： Mikhal Shemer ,  Roee Engelberg ,  Yonit Tova Halperin Worzel ,  Alex Gontmakher ,  Alexander Goldshtein ,  Gal Elidan ,  Benjamin Dov Kessler

IPC: H04L12/26 ,  H04L12/24 ,  G06F9/455 ,  G06K9/62

Abstract: A cloud network is a complex environment in which hundreds and thousands of users or entities can each host, create, modify, and develop multiple virtual machines. Each virtual machine can have complex behavior unknown to the provider or maintainer of the cloud. Technologies disclosed include methods, systems, and apparatuses to monitor the complex environment to detect network anomalies using machine learning techniques. In addition, techniques to modify and adapt to user feedback are provided allowing the developed models to be tuned for specific use cases, virtual machine types, and users.

公开(公告)号：US20240163193A1

公开(公告)日：2024-05-16

申请号：US18419024

申请日：2024-01-22

Applicant: Google LLC

Inventor： Mikhal Shemer ,  Roee Engelberg ,  Yonit Tova Halperin Worzel ,  Alex Gontmakher ,  Alexander Goldshtein ,  Gal Elidan ,  Benjamin Dov Kessler

IPC: H04L43/0817 ,  G06F9/455 ,  G06F18/214 ,  H04L41/0604 ,  H04L41/0631 ,  H04L43/065

CPC classification number: H04L43/0817 ,  G06F9/45558 ,  G06F18/214 ,  H04L41/0627 ,  H04L41/0631 ,  H04L43/065 ,  G06F2009/45575 ,  G06F2009/45595

Abstract: A cloud network is a complex environment in which hundreds and thousands of users or entities can each host, create, modify, and develop multiple virtual machines. Each virtual machine can have complex behavior unknown to the provider or maintainer of the cloud. Technologies disclosed include methods, systems, and apparatuses to monitor the complex environment to detect network anomalies using machine learning techniques. In addition, techniques to modify and adapt to user feedback are provided allowing the developed models to be tuned for specific use cases, virtual machine types, and users.

公开(公告)号：US11595282B2

公开(公告)日：2023-02-28

申请号：US17381909

申请日：2021-07-21

Applicant: Google LLC

Inventor： Mikhal Shemer ,  Roee Engelberg ,  Yonit Tova Halperin Worzel ,  Alex Gontmakher ,  Alexander Goldshtein ,  Gal Elidan ,  Benjamin Dov Kessler

IPC: G06F15/173 ,  H04L43/0817 ,  G06F9/455 ,  G06K9/62 ,  H04L41/0604 ,  H04L41/0631 ,  H04L43/065

Abstract: A cloud network is a complex environment in which hundreds and thousands of users or entities can each host, create, modify, and develop multiple virtual machines. Each virtual machine can have complex behavior unknown to the provider or maintainer of the cloud. Technologies disclosed include methods, systems, and apparatuses to monitor the complex environment to detect network anomalies using machine learning techniques. In addition, techniques to modify and adapt to user feedback are provided allowing the developed models to be tuned for specific use cases, virtual machine types, and users.