SYSTEM AND METHOD FOR DEEP PACKET INSPECTION AND INTRUSION DETECTION

Patent №

US 9,336,239

Granted

2016-05-10

Filed 2013

Owner

HRL LABORATORIES, LLC

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13742675

The present invention relates to a system for deep packet inspection and intrusion detection. The system uses a pattern matching module receiving as an input a data stream in a neural network. Neurons are activated such that when active, the neuron fires to all connecting output neurons to form a neuron spike, each neuron spike from the assigned neuron to a connecting output neuron having a delay. A delay is associated with each input character in the pattern, such that a position of each input character relative to an end of the pattern is stored in an alphabet-pattern-delay matrix (APDFM). An activation matrix (AM) is used to match each input character with a stored pattern to generate a similarity match and determine if the string of characters is the stored pattern.

Machine learningAI hardwareG06N 3/049G06F 16/583G06N 3/0499G06N 3/08H04L 63/1416

AI classification

Machine learning1.00
AI hardware1.00
Vision0.04
Natural language0.00
Speech0.00
Evolutionary computation0.00
Knowledge representation0.00
Planning0.00

Ownership

HRL LABORATORIES, LLC

assignment · 296390750

Assignors

HOFFMANN, HEIKO, DAILY, MICHAEL J., HOLLAND, GAVIN D., EL DEFRAWY, KARIM

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

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