TH72704A - A feedback loop system for antispam protection. - Google Patents

Abstract

DC60 (18/05/47) This invention provides a feedback loop system and method that helps in classification of individual cases. Combined with anti-spam (spam protection) in the service machine. And / or architectural Use a service receiver The invention makes use of a machine-learning solution as it does. It is applied to the spam filter circuit. And especially then Will sample email messages at In order to provide a valid sample of mail and junk or spam to generate a training resource, users who were identified as anti-spam were requested to vote on whether the choice of the item was chosen. The incoming email is legitimate or spam. The database will keep a record of the properties for email. Each issue and vote on the transaction such as user information. Message treasure and summary And the results of a poll for each message to generate training data for the machine learning system. The machine learning system helps to create an improved spam filter circuit that is trained to recognize both the correct mail. Must and spam mail and can recognize such mails This invention provides a feedback loop system and method that helps in categorizing individuals. Combined with anti-spam (spam protection) in the service machine. And / or architectural Use a service receiver The invention makes use of a machine-learning solution as it does. It is applied to the spam filter circuit. And especially then Will sample email messages at In order to provide a valid sample of mail and junk or spam to generate a training resource, users who were identified as anti-spam were requested to vote on whether the choice of the item was chosen. The incoming email is legitimate or junk mail. The database will keep a record of the properties for email. Each issue and vote on the transaction such as user information. Message treasure and summary And the results of a poll for each message to generate training data for the machine learning system. The machine learning system helps to create an improved spam filter circuit that is trained to recognize both the correct mail. Must and spam mail and can recognize such mails

Claims (1)

1. A system that allows for the classification of antispam sections of the list, which contains components that receive the list. A component that specifies the intended recipient of the item. And label the subset of the items that will be received Asking for Opinion The subset of the list matches the subset of the recipient who is the anti-spam user that It is known and the feedback component receives information related to the classification of the opposites. Spam of the item being asked for comment. And using information in conjunction with filter circuit training Spam and supplement it with tags: