ADVANCED URL AND IP FEATURES

Patent №

US 7,409,708

Granted

2008-08-05

Filed 2004

Owner

MICROSOFT CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10856978

Disclosed are systems and methods that facilitate spam detection and prevention at least in part by building or training filters using advanced IP address and/or URL features in connection with machine learning techniques. A variety of advanced IP address related features can be generated from performing a reverse IP lookup. Similarly, many different advanced URL based features can be created from analyzing at least a portion of any one URL detected in a message.

AI classification

Natural language1.00
Machine learning0.99
Planning0.97
AI hardware0.70
Knowledge representation0.68
Speech0.06
Evolutionary computation0.00
Vision0.00

Ownership

MICROSOFT CORPORATION

assignment · 154110168

Assignors

GOODMAN, JOSHUA T., ROUNTHWAITE, ROBERT L., HULTEN, GEOFFREY J., DEURBROUCK, JOHN A., MISHRA, MANAV, PENTA, ANTHONY P.

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

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