Invention Grant
- Patent Title: Dynamic message filtering
- Patent Title (中): 动态消息过滤
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Application No.: US11639554Application Date: 2006-12-15
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Publication No.: US07653606B2Publication Date: 2010-01-26
- Inventor: Scott Loughmiller , Mike Olson , Jeff Ready , Ehren Maedge , Phil White , Jason Collier
- Applicant: Scott Loughmiller , Mike Olson , Jeff Ready , Ehren Maedge , Phil White , Jason Collier
- Applicant Address: US AZ Scottsdale
- Assignee: Axway Inc.
- Current Assignee: Axway Inc.
- Current Assignee Address: US AZ Scottsdale
- Agency: Zagorin O'Brien Graham LLP
- Main IPC: G06N3/02
- IPC: G06N3/02

Abstract:
Dynamically filtering and classifying messages, as good messages, bulk periodicals, or spam. A regular expression recognizer, and pre-trained neural networks. The neural networks distinguish “likely good” from “likely spam,” and also operate at a more discriminating level to distinguish among the three categories above. A dynamic whitelist and blacklist; sending addresses are collected when the number of their messages indicates the sender is good or a spammer. A dynamically selected set of regular expressions input to the neural networks.
Public/Granted literature
- US20070239639A1 Dynamic message filtering Public/Granted day:2007-10-11
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