SENDER REPUTATIONS FOR SPAM PREVENTION

Patent №

US 7,610,344

Granted

2009-10-27

Filed 2004

Owner

MICROSOFT CORPORATION

AI components

1

nlp

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11011462

Techniques are presented for assigning reputations to email senders. In one implementation, real-time statistics and heuristics are constructed, stored, analyzed, and used to formulate a sender reputation level for use in evaluating and controlling a given sender's connection to an message transfer agent or email recipient. A sender with an unfavorable reputation may be denied a connection before resources are spent receiving and processing email messages from the sender. A sender with a favorable reputation may be rewarded by having safeguards removed from the connection, which also saves system resources. The statistics and heuristics may include real-time analysis of traffic patterns and delivery characteristics used by an email sender, analysis of content, and historical or time-sliced views of all of the above.

Natural languageH04L 67/306H04L 51/212H04L 63/14H04L 63/1491H04L 67/025

AI classification

Natural language0.99
Machine learning0.30
Knowledge representation0.07
Planning0.01
Speech0.00
Vision0.00
AI hardware0.00
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 156050456

Assignors

MEHR, JOHN D., HOWELL, NATHAN D., REHFUSS, PAUL S.

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

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