DETECTING METHOD FOR NETWORK INTRUSION

Patent №

US 8,037,533

Granted

2011-10-11

Filed 2008

Owner

NATIONAL PINGTUNG UNIVERSITY OF SCIENCE AND TECHNOLOGY

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12021342

A detecting method for network intrusion includes: selecting a plurality of features contained within plural statistical data by a data-transforming module; normalizing a plurality of feature values of the selected features into the same scale to obtain a plurality of normalized feature data; creating at least one feature model by a data clustering technique incorporated with density-based and grid-based algorithms through a model-creating module; evaluating the at least one feature model through a model-identifying module to select a detecting model; and detecting whether a new packet datum belongs to an intrusion instance or not by a detecting module.

AI classification

Machine learning1.00
Vision1.00
Planning0.98
AI hardware0.87
Knowledge representation0.73
Natural language0.06
Speech0.00
Evolutionary computation0.00

Ownership

NATIONAL PINGTUNG UNIVERSITY OF SCIENCE AND TECHNOLOGY

assignment · 204270820

Assignors

TSAI, CHENG-FA, YEN, CHIA-CHEN

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

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