ADAPTIVE BEHAVIORAL INTRUSION DETECTION SYSTEMS AND METHODS

Patent №

US 8,205,259

Granted

2012-06-19

Filed 2004

Owner

GLOBAL DATAGUARD INC.

+1 more

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10504731

Systems and methods for analyzing historical network traffic and determining which traffic does not belong in a network are disclosed. Intrusion detection is performed over a period of time, looking for behavioral patterns within networks or information systems and generating alerts when these patterns change. The intrusion detection system intelligently forms correlations between disparate sources to find traffic anomalies. Over time, behaviors are predictive, and the intrusion detection system attempts to predict outcomes, becoming proactive instead of just reactive. Intrusions occur throughout whole information systems, including both network infrastructure and application servers. By treating the information system as a whole and performing intrusion detection across it, the chances of detection are increased significantly.

Machine learningKnowledge representationPlanningAI hardwareH04L 63/0272C12Q 1/6804C12Q 1/6865H04L 63/1408H04L 63/1425H04L 63/1416

AI classification

Knowledge representation1.00
AI hardware0.93
Machine learning0.79
Planning0.69
Evolutionary computation0.02
Natural language0.00
Vision0.00
Speech0.00

Ownership

GLOBAL DATAGUARD INC.

assignment · 196480802

ANTARES CAPITAL LP, AS SUCCESSOR AGENT

correct · 368550197

Assignors

STUTE, MICHAEL R.

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

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