公开(公告)号：US20250088428A1

公开(公告)日：2025-03-13

申请号：US18367775

申请日：2023-09-13

Applicant: Microsoft Technology Licensing, LLC

Inventor： Tsuwang HSIEH ,  Santiago Martin SEGARRA ,  Sathiya Kumaran MANI ,  Srikanth KANDULA ,  Michael Dean WONG

IPC: H04L41/16 ,  H04L41/14 ,  H04L41/147 ,  H04L43/045

Abstract: This document relates to automating detecting anomalies in network behavior of an application Generally, the disclosed techniques can obtain network flow data for an application. A machine learning model can be used to process the network flow data to detect anomalies. The machine learning model can be retrained over time to adapt to changing network behavior of the application. In some cases, a graph neural network is employed to detect the anomalies.