INTRUSION DETECTION USING MDL COMPRESSION

Patent №

US 8,375,446

Granted

2013-02-12

Filed 2009

Owner

Lab

AI components

4

ml · nlp · speech · kr

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

12398432

An intrusion masquerade detection system and method that includes a grammar inference engine. A grammar-based Minimum Description Length (MDL) compression algorithm is used to determine a masquerade based on a distance from a threshold in a model of an estimated algorithmic minimum sufficient statistic.

AI classification

Speech1.00
Natural language1.00
Machine learning1.00
Knowledge representation0.99
Planning0.34
Vision0.09
AI hardware0.03
Evolutionary computation0.02
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