Patents by Inventor Itay ABRAMOWSKY
Itay ABRAMOWSKY has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20230418637Abstract: A system and method for cloud native virtual machine (VM) runtime protection. The method includes creating a normal behavior model for a cloud native VM by training a machine learning model using a training data set including training activities performed by the cloud native VM, the cloud native VM being configured to provide at least one service, wherein the normal behavior model defines at least one capability of each service based on a set of capabilities for respective known services stored within a library of service-to-capability mappings, wherein each capability of a service indicates a plurality of discrete behaviors required by the service; and monitoring an execution of the cloud native VM to detect a deviation from the normal behavior model, wherein the deviation is caused by at least one abnormal behavior of one of the services that is not among the discrete behaviors defined in capabilities for the service.Type: ApplicationFiled: September 11, 2023Publication date: December 28, 2023Inventors: Liron Levin, John Morello, Dima Stopel, Michael Velbaum, Itay Abramowsky, Isaac Schnitzer
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Patent number: 11797322Abstract: A system and method for cloud native virtual machine (VM) runtime protection. The method includes creating a normal behavior model for a cloud native VM by training a machine learning model using a training data set including training activities performed by the cloud native VM, the cloud native VM being configured to provide at least one service, wherein the normal behavior model defines at least one capability of each service based on a set of capabilities for respective known services stored within a library of service-to-capability mappings, wherein each capability of a service indicates a plurality of discrete behaviors required by the service; and monitoring an execution of the cloud native VM to detect a deviation from the normal behavior model, wherein the deviation is caused by at least one abnormal behavior of one of the services that is not among the discrete behaviors defined in capabilities for the service.Type: GrantFiled: December 1, 2021Date of Patent: October 24, 2023Assignee: Twistlock Ltd.Inventors: Liron Levin, John Morello, Dima Stopel, Michael Velbaum, Itay Abramowsky, Isaac Schnitzer
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Patent number: 11689576Abstract: A system and method for cloud native discovery and protection. The method includes discovering instances of a plurality of cloud assets in a cloud native environment based on a plurality of application programming interface (API) endpoints in the cloud native environment, wherein the plurality of API endpoints is identified based on cloud credentials for each of the plurality of cloud assets; determining at least one cloud asset instance that lacks active security protection based on a configuration of at least one entity deployed in the cloud native environment; and reconfiguring at least a portion of the cloud native environment with respect to the at least one cloud asset instance that lacks active security protection.Type: GrantFiled: September 24, 2021Date of Patent: June 27, 2023Assignee: Twistlock, Ltd.Inventors: Liron Levin, Michael Kletselman, Dima Stopel, John Morello, Itay Abramowsky, Ami Bizamcher
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Patent number: 11366680Abstract: A system and method for cloud native virtual machine (VM) runtime protection. The method includes creating a normal behavior model for a cloud native VM by training a machine learning model using a training data set including a plurality of training activities performed by the cloud native VM, the cloud native VM being configured to provide at least one service, wherein the normal behavior model defines at least one capability of each of the at least one service, wherein each capability of a service indicates a plurality of discrete behaviors required by the service; and monitoring an execution of the cloud native VM to detect a deviation from the normal behavior model, wherein the deviation is caused by at least one abnormal behavior of one of the at least one service that is not among the discrete behaviors defined in the at least one capability for the service.Type: GrantFiled: August 22, 2018Date of Patent: June 21, 2022Assignee: Twistlock, Ltd.Inventors: Liron Levin, John Morello, Dima Stopel, Michael Velbaum, Itay Abramowsky, Isaac Schnitzer
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Publication number: 20220091875Abstract: A system and method for cloud native virtual machine (VM) runtime protection. The method includes creating a normal behavior model for a cloud native VM by training a machine learning model using a training data set including training activities performed by the cloud native VM, the cloud native VM being configured to provide at least one service, wherein the normal behavior model defines at least one capability of each service based on a set of capabilities for respective known services stored within a library of service-to-capability mappings, wherein each capability of a service indicates a plurality of discrete behaviors required by the service; and monitoring an execution of the cloud native VM to detect a deviation from the normal behavior model, wherein the deviation is caused by at least one abnormal behavior of one of the services that is not among the discrete behaviors defined in capabilities for the service.Type: ApplicationFiled: December 1, 2021Publication date: March 24, 2022Applicant: Twistlock, Ltd.Inventors: Liron LEVIN, John MORELLO, Dima STOPEL, Michael VELBAUM, Itay ABRAMOWSKY, Isaac SCHNITZER
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Publication number: 20220014563Abstract: A system and method for cloud native discovery and protection. The method includes discovering instances of a plurality of cloud assets in a cloud native environment based on a plurality of application programming interface (API) endpoints in the cloud native environment, wherein the plurality of API endpoints is identified based on cloud credentials for each of the plurality of cloud assets; determining at least one cloud asset instance that lacks active security protection based on a configuration of at least one entity deployed in the cloud native environment; and reconfiguring at least a portion of the cloud native environment with respect to the at least one cloud asset instance that lacks active security protection.Type: ApplicationFiled: September 24, 2021Publication date: January 13, 2022Applicant: Twistlock, Ltd.Inventors: Liron LEVIN, Michael KLETSELMAN, Dima STOPEL, John MORELLO, Itay ABRAMOWSKY, Ami BIZAMCHER
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Patent number: 11159570Abstract: A system and method for cloud native discovery and protection. The method includes identifying a plurality of cloud assets in a cloud native environment based on cloud credentials for each of the plurality of cloud assets; determining at least one cloud asset instance that lacks active security protection based on a configuration of at least one of: each of the at least one cloud asset, and at least one security solution deployed in the cloud native environment, wherein each cloud asset instance is an instance of one of the plurality of cloud assets; and reconfiguring at least a portion of the cloud native environment with respect to the at least one cloud asset instance that lacks active security protection.Type: GrantFiled: December 26, 2018Date of Patent: October 26, 2021Assignee: Twistlock, Ltd.Inventors: Liron Levin, Michael Kletselman, Dima Stopel, John Morello, Itay Abramowsky, Ami Bizamcher
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Publication number: 20200213357Abstract: A system and method for cloud native discovery and protection. The method includes identifying a plurality of cloud assets in a cloud native environment based on cloud credentials for each of the plurality of cloud assets; determining at least one cloud asset instance that lacks active security protection based on a configuration of at least one of: each of the at least one cloud asset, and at least one security solution deployed in the cloud native environment, wherein each cloud asset instance is an instance of one of the plurality of cloud assets; and reconfiguring at least a portion of the cloud native environment with respect to the at least one cloud asset instance that lacks active security protection.Type: ApplicationFiled: December 26, 2018Publication date: July 2, 2020Applicant: Twistlock, Ltd.Inventors: Liron LEVIN, Michael KLETSELMAN, Dima STOPEL, John MORELLO, Itay ABRAMOWSKY, Ami BIZAMCHER
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Publication number: 20200026849Abstract: A system and method for cloud native virtual machine (VM) runtime protection. The method includes creating a normal behavior model for a cloud native VM by training a machine learning model using a training data set including a plurality of training activities performed by the cloud native VM, the cloud native VM being configured to provide at least one service, wherein the normal behavior model defines at least one capability of each of the at least one service, wherein each capability of a service indicates a plurality of discrete behaviors required by the service; and monitoring an execution of the cloud native VM to detect a deviation from the normal behavior model, wherein the deviation is caused by at least one abnormal behavior of one of the at least one service that is not among the discrete behaviors defined in the at least one capability for the service.Type: ApplicationFiled: August 22, 2018Publication date: January 23, 2020Applicant: Twistlock, Ltd.Inventors: Liron LEVIN, John MORELLO, Dima STOPEL, Michael VELBAUM, Itay ABRAMOWSKY, Isaac SCHNITZER