METHODS, SYSTEMS, AND MEDIA FOR MASQUERADE ATTACK DETECTION BY MONITORING COMPUTER USER BEHAVIOR

Patent №

US 8,769,684

Granted

2014-07-01

Filed 2009

Owner

THE TRUSTEES OF COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12628587

Methods, systems, and media for masquerade attack detection by monitoring computer user behavior are provided. In accordance with some embodiments, a method for detecting masquerade attacks is provided, the method comprising: monitoring a first plurality of user actions and access of decoy information in a computing environment; generating a user intent model for a category that includes at least one of the first plurality of user actions; monitoring a second plurality of user actions; comparing the second plurality of user actions with the user intent model by determining deviation from the generated user intent model; identifying whether the second plurality of user actions is a masquerade attack based at least in part on the comparison; and generating an alert in response to identifying that the second plurality of user actions is the masquerade attack and in response to determining that the second plurality of user actions includes accessing the decoy information in the computing environment.

Machine learningNatural languageKnowledge representationPlanningAI hardwareH04L 63/1416G06F 21/50G06F 21/55G06F 21/552G06F 21/554H04L 63/1408H04L 63/1425H04L 63/1491+1 more

AI classification

Machine learning1.00
Natural language1.00
Knowledge representation1.00
AI hardware0.99
Planning0.92
Vision0.12
Evolutionary computation0.00
Speech0.00

Ownership

THE TRUSTEES OF COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK

assignment · 240600812

Assignors

STOLFO, SALVATORE J, BEN SALEM, MALEK, HERSHKOP, SHLOMO

On an employer assignment, the assignors are typically the inventors.

From the same owner

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