Statistical message classifier
    1.
    发明授权
    Statistical message classifier 有权
    统计消息分类器

    公开(公告)号:US08776210B2

    公开(公告)日:2014-07-08

    申请号:US13340509

    申请日:2011-12-29

    IPC分类号: H04L29/06 G06N99/00

    摘要: A system and method are disclosed for improving a statistical message classifier. A message may be tested with a machine classifier, wherein the machine classifier is capable of making a classification on the message. In the event the message is classifiable by the machine classifier, the statistical message classifier is updated according to the reliable classification made by the machine classifier. The message may also be tested with a first classifier. In the event that the message is not classifiable by the first classifier, it is tested with a second classifier, wherein the second classifier is capable of making a second classification. In the event that the message is classifiable by the second classifier, the statistical message classifier is updated according to the second classification.

    摘要翻译: 公开了一种用于改进统计消息分类器的系统和方法。 可以使用机器分类器来测试消息,其中机器分类器能够对消息进行分类。 在机器分类器对消息进行分类的情况下,根据机器分类器的可靠分类更新统计消息分类器。 消息也可以用第一分类器进行测试。 在消息不能被第一分类器分类的情况下,用第二分类器进行测试,其中第二分类器能够进行第二分类。 在第二分类器对消息进行分类的情况下,根据第二分类更新统计消息分类器。

    MESSAGE CLASSIFICATION USING LEGITIMATE CONTACT POINTS
    3.
    发明申请
    MESSAGE CLASSIFICATION USING LEGITIMATE CONTACT POINTS 有权
    使用联络点消息分类

    公开(公告)号:US20120131119A1

    公开(公告)日:2012-05-24

    申请号:US13361659

    申请日:2012-01-30

    IPC分类号: G06F15/16

    CPC分类号: G06F17/30495 H04L51/12

    摘要: A system and method are disclosed for classifying a message. The method includes receiving the message, identifying all items of a certain type in the message, determining whether each of the items meets a criterion, and in the event that all the items are determined to meet the criterion, determining a classification of the message. The system includes an interface configured to receive the message, a processor coupled to the interface, configured to identify all items of a certain type in the message; determine whether each of the items meets a criterion; and in the event that all the items are determined to meet the criterion, determine a classification of the message.

    摘要翻译: 公开了一种用于对消息进行分类的系统和方法。 该方法包括接收消息,识别消息中某一类型的所有项目,确定每个项目是否满足标准,以及在所有项目被确定为符合标准的情况下,确定消息的分类。 所述系统包括被配置为接收所述消息的接口,耦合到所述接口的处理器,被配置为识别所述消息中的某种类型的所有项目; 确定每个项目是否符合标准; 并且在所有项目被确定为符合标准的情况下,确定消息的分类。

    Message classification using legitimate contact points

    公开(公告)号:US08463861B2

    公开(公告)日:2013-06-11

    申请号:US13361659

    申请日:2012-01-30

    IPC分类号: G06F15/16

    CPC分类号: G06F17/30495 H04L51/12

    摘要: A system and method are disclosed for classifying a message. The method includes receiving the message, identifying all items of a certain type in the message, determining whether each of the items meets a criterion, and in the event that all the items are determined to meet the criterion, determining a classification of the message. The system includes an interface configured to receive the message, a processor coupled to the interface, configured to identify all items of a certain type in the message; determine whether each of the items meets a criterion; and in the event that all the items are determined to meet the criterion, determine a classification of the message.

    Signature generation using message summaries
    7.
    发明授权
    Signature generation using message summaries 有权
    签名生成使用消息摘要

    公开(公告)号:US08112486B2

    公开(公告)日:2012-02-07

    申请号:US11903413

    申请日:2007-09-20

    IPC分类号: G06F15/16

    摘要: 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.

    摘要翻译: 提供了处理消息的系统和方法。 可以处理消息以通过删除或替换某些单词,短语,句子,标点符号等来生成消息摘要。 可以生成基于消息摘要的消息签名并将其存储在签名数据库中,该签名数据库可以用于识别和/或分类垃圾邮件。 随后接收到的消息可以通过签名分类并基于分类进行处理。

    Method and system for classifying a message based on canonical equivalent of acceptable items included in the message
    9.
    发明授权
    Method and system for classifying a message based on canonical equivalent of acceptable items included in the message 有权
    基于消息中包含的可接受项目的规范等效分类消息的方法和系统

    公开(公告)号:US07406502B1

    公开(公告)日:2008-07-29

    申请号:US10616703

    申请日:2003-07-09

    IPC分类号: G06F15/16

    CPC分类号: G06F17/30495 H04L51/12

    摘要: A system and method are disclosed for classifying a message. The method includes receiving the message, identifying all items of a certain type in the message, determining whether each of the items meets a criterion, and in the event that all the items are determined to meet the criterion, determining a classification of the message. The system includes an interface configured to receive the message, a processor coupled to the interface, configured to identify all items of a certain type in the message; determine whether each of the items meets a criterion; and in the event that all the items are determined to meet the criterion, determine a classification of the message.

    摘要翻译: 公开了一种用于对消息进行分类的系统和方法。 该方法包括接收消息,识别消息中某一类型的所有项目,确定每个项目是否满足标准,以及在所有项目被确定为符合标准的情况下,确定消息的分类。 所述系统包括被配置为接收所述消息的接口,耦合到所述接口的处理器,被配置为识别所述消息中的某种类型的所有项目; 确定每个项目是否符合标准; 并且在所有项目被确定为符合标准的情况下,确定消息的分类。