SIGNATURE GENERATION USING MESSAGE SUMMARIES

Patent №

US 8,112,486

Granted

2012-02-07

Filed 2007

Owner

MAILFRONTIER, INC.

+1 more

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11903413

Systems and methods for processing a message are provided. A message may be processed to generate a message summary by removing or replacing certain words, phrases, sentences, punctuation, and the like. Message signatures based upon the message summary may be generated and stored in a signature database, which may be used to identify and/or classify spam messages. Subsequently received messages may be classified by signature and processed based on classification.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareH04L 51/063G06F 16/345G06Q 10/10G06Q 10/107H04L 51/212H04L 51/234

AI classification

Natural language1.00
Knowledge representation0.99
Speech0.98
Machine learning0.95
AI hardware0.87
Planning0.78
Evolutionary computation0.01
Vision0.00

Ownership

MAILFRONTIER, INC.

assignment · 199440665

SONICWALL, INC.

assignment · 208600898

Assignors

OLIVER, JONATHAN J., KOBLAS, DAVID A, WILSON, BRIAN K.

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

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