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AGILE NETWORK SESSION MONITORING AND ENFORCEMENT

Application US20260081942A1 Kind: A1 Mar 19, 2026

Assignee

CyberArk Software Ltd.

Inventors

Michael Balber, Ran Bar Zik, Roy Ben YOSEF

Abstract

Disclosed embodiments relate to systems and methods for dynamically reviewing managed session activity using machine learning models. Techniques include identifying a managed session between a network identity and a target resource; identifying session data associated with the managed session; preprocessing the session data to generate preprocessed session data; providing the preprocessed session data as an input to at least one machine learning model; obtaining an output from the at least one machine learning model based on an analysis of the session data; and determining, based on the output, whether to perform a security action associated with the managed session.

CPC Classifications

H04L 63/1425 H04L 63/1441

Filing Date

2025-11-21

Application No.

19397247