STATISTICAL MESSAGE CLASSIFIER
    3.
    发明申请
    STATISTICAL MESSAGE CLASSIFIER 审中-公开
    统计信息分类器

    公开(公告)号:US20160285805A1

    公开(公告)日:2016-09-29

    申请号:US15173236

    申请日:2016-06-03

    IPC分类号: H04L12/58 H04L29/08

    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。

    Statistical message classifier
    4.
    发明授权
    Statistical message classifier 有权
    统计消息分类器

    公开(公告)号:US09386046B2

    公开(公告)日:2016-07-05

    申请号:US14312645

    申请日:2014-06-23

    IPC分类号: H04L29/06 G06N99/00 H04L12/58

    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。

    Signature generation using message summaries
    5.
    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:US09325649B2

    公开(公告)日:2016-04-26

    申请号:US14152812

    申请日:2014-01-10

    IPC分类号: H04L12/58 G06Q10/10

    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。

    PROBABILITY BASED WHITELIST
    6.
    发明申请
    PROBABILITY BASED WHITELIST 有权
    基于概率的白名单

    公开(公告)号:US20150341296A1

    公开(公告)日:2015-11-26

    申请号:US14806072

    申请日:2015-07-22

    IPC分类号: H04L12/58

    摘要: A system and method are disclosed for maintaining a whitelist, including: obtaining message data based on an email message sent by a user; extracting recipient information from message data; updating the whitelist using the recipient information.

    摘要翻译: 公开了一种用于维护白名单的系统和方法,包括:基于用户发送的电子邮件获取消息数据; 从消息数据中提取收件人信息; 使用收件人信息更新白名单。

    MESSAGE CHALLENGE RESPONSE
    9.
    发明申请

    公开(公告)号:US20160212079A1

    公开(公告)日:2016-07-21

    申请号:US15081014

    申请日:2016-03-25

    IPC分类号: H04L12/58

    摘要: A system and method are disclosed for registering a email sender for the purpose of sending an email message to an email receiver including receiving a challenge message wherein the challenge message includes a machine answerable question; processing the challenge message to determine that it is a challenge message sent for the purpose of authorizing delivery of the email message; analyzing the question to determine a valid response to the challenge message; and sending the valid response that includes the answer wherein a nontrivial amount of resources are required to send the valid response.

    SIGNATURE GENERATION USING MESSAGE SUMMARIES
    10.
    发明申请
    SIGNATURE GENERATION USING MESSAGE SUMMARIES 有权
    签名生成使用信息总结

    公开(公告)号:US20160205050A1

    公开(公告)日:2016-07-14

    申请号:US15074788

    申请日:2016-03-18

    IPC分类号: H04L12/58

    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。