Sentinel Labs Israel Ltd.

Toluna Usa, Inc.

Tomer Weingarten

Almog Cohen

Shlomi Salem

Asaf Karelsbad

Nir Izraeli

Udi Shamir

Kirill Motil

Frank Smadja

Shimon Golan

Royi Alush

Dvir Babila

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.

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

There is provided a system and a computer-implemented method of detecting malware in real time in a live environment. The method comprises: monitoring one or more operations of at least one program concurrently running in the live environment, building at least one stateful model in accordance with the one or more operations, analyzing the at least one stateful model to identify one or more behaviors, and determining the presence of malware based on the identified one or more behaviors.

Method of malware detection and system thereof

There is provided a method for generating a representation for behavior similarity comparison by generating a program-level stateful model of one or more entities in a computer operating system operating on a computer system, the program-level stateful model having a data structure representing a state of a program; generating an updated representation of the program based on the program-level stateful model; searching for at least one other representation of another program-level stateful model similar to the updated representation of the program; and comparing the updated representation of the program to the at least one other representation of another program-level stateful model.

Method of remediating operations performed by a program and system thereof

Growing community of inventors

Mountain View, CA, United States of America

Tomer Weingarten