Patent · US Active

Cyber immunity system as a biological self-recognition model on operating systems

US12153669B2 · kind B2 · utility

0Cited by

3References

18Claims

0Family size

Assignee

EMC IP Holding Company LLC · US

Inventors

Ohad Arnon · Beit Nir, IL
Dany Shapiro · Kiryat Bialik, IL
Shiri Gaber · Beer Sheva, IL

Key dates

Filing date	Jan 26, 2021
Grant date	Nov 26, 2024
Priority date	—
Expiry date	Nov 11, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06F2221/034
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

One example method includes data protection operations including cyber security operations, threat detection operations, and other security operations. Normal device behavior is learned based on data collected by an anomaly detection engine operating in a kernel. The normal data is used to train a machine learning model. Threats are detected when the machine learning model indicates that new data points deviate from normal device behavior. Associated processes are stopped. This allows threats to be detected based on normal behavior rather than on unknown threat behavior.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.