Patent · US Active

Automatic malicious session detection

US10699009B2 · kind B2 · utility

2Cited by

1References

20Claims

0Family size

Assignee

MICROSOFT TECHNOLOGY LICENSING, LLC · US

Inventors

Mathias Abraham Marc Scherman · Nes Ziona, IL
Roy Levin · Redmond, US
Yotam Livny · Gdera, IL

Key dates

Filing date	Feb 28, 2018
Grant date	Jun 30, 2020
Priority date	—
Expiry date	Aug 12, 2038

Classification

Technology area (CPC H)Electricity
CPC primaryH04W12/12
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Malicious computer behavior is detected automatically based on a user session. A user session comprising a sequence of process events is identified and a text-based representation is generated, wherein process events correspond to words and a sequence of words corresponds to a sentence. Subsequently, a text-based classifier classifies the session as malicious or non-malicious based on the sequence of events within the session in the text representation.

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