John D. Mehr - Seattle WA, US Nathan D. Howell - Seattle WA, US
Assignee:
Microsoft Corporation - Redmond WA
International Classification:
G06F 15/173
US Classification:
709238, 709206, 709207, 709235
Abstract:
Message header spam filtering is described. In an embodiment, a message is received that includes header entries arranged in an ordered sequence which indicates a path by which the message was communicated. The header entries are parsed to categorize each header entry as a header type where the header types are listed in the ordered sequence. A quantity of each different header type is determined, and a determination is made as to whether the message is likely a spam message based at least in part on the quantity corresponding to a particular header type. In another embodiment, a numeric representation of the ordered sequence is created where the numeric representation includes unique integers assigned to each different header type. A determination is made as to whether the message is likely a spam message based at least in part on the numeric representation of the ordered sequence of header types.
John D. Mehr - Seattle WA, US Nathan D Howell - Seattle WA, US Paul S Rehfuss - Seattle WA, US
Assignee:
Microsoft Corporation - Redmond WA
International Classification:
G06F 15/16
US Classification:
709206, 709207, 709202, 706 16, 707 10, 715205
Abstract:
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.
John D. Mehr - Seattle WA, US Nathan D. Howell - Seattle WA, US Micah C. Rupersburg - Seattle WA, US
Assignee:
Microsoft Corporation - Redmond WA
International Classification:
G06F 15/16
US Classification:
709206
Abstract:
The present invention involves a system and method that facilitate extracting data from messages for spam filtering. The extracted data can be in the form of features, which can be employed in connection with machine learning systems to build improved filters. Data associated with the subject line, timestamps, and the message body can be extracted and employed to generate one or more features. In particular, subject lines and message bodies can be examined for consecutive, repeating characters, blobs, the association or distance between such characters, blobs and non-blob portions of the message. The values or counts obtained can be broken down into one or more ranges corresponding to a degree of spaminess. Presence and type of attachments to messages, percentage of non-white-space and non-numeric characters of a message, and determining message delivery times can be used to identify spam. A time-based delta can be computed to facilitate determining the delivery time.
Manjunath Bharadwaj - Bellevue WA, US Nathan Howell - Seattle WA, US Wei Jiang - Redmond WA, US
Assignee:
Microsoft Corporation - Redmond WA
International Classification:
G06F 11/00
US Classification:
370230, 3703953
Abstract:
Several approaches to selectively filtering network traffic are described. One approach involves a system for selectively filtering network traffic. The system includes a helper application, which is coupled to a networking program, and is used to identify a user-initiated request. A network filter driver is coupled to the networking program, for intercepting the user-initiated request. A filtering service is coupled to both the helper application and the network filter driver, and is used to determine if the user-initiated request is allowable. If the request is allowable, the filtering service is configured to generate a special identifier, which the helper application is configured to include in a subsequent request. The filtering service is configured to allow a subsequent request which includes the special identifier, and the network filter driver's configured to strip a special identifier from subsequent requests.
Elissa Murphy - Seattle WA, US John Mehr - Seattle WA, US Nathan Howell - Seattle WA, US Paul Rehfuss - Seattle WA, US
Assignee:
Microsoft Corporation - Redmond WA
International Classification:
G06F 15/16
US Classification:
709206000
Abstract:
Distributed sender reputations are described. In an implementation, a method includes evaluating multiple characteristics of message delivery to establish a reputation for a sender of the message by a mail transfer agent and sharing data which describes the evaluation with another mail transfer agent.
Multipurpose Internet Mail Extension (Mime) Analysis
Centerplate/Safeco Field Mar 2008 - Sep 2008
Line Cook and Banquet Cook
Safeco Field/Center Plate Company Mar 2007 - Sep 2007
Banquet Chef
Cliffhouse Restaurant Jan 1999 - Jul 2002
Sous Chef
Jan 1999 - Jul 2002
Clover Park Technical College
Education:
Clover Park Technical College 2010 - 2012
Associates, Architectural Engineering
South Seattle College 1998 - 2000
Skills:
Gis Revit Gps Autocad Hand Drafting Google Sketchup
The Vault Catering Company Tacoma, WA Nov 2009 to Jan 2010 Cook/CatererBuckley's Bar and Grill Seattle, WA Jan 2009 to Apr 2009 Line CookLevy Restaurants/Qwest Field Seattle, WA Aug 2008 to Dec 2008 Banquet Cook/Team LeadCenterplate/Safeco Field Seattle, WA Mar 2008 to Sep 2008 Banquet CookCliffhouse Restaurant Tacoma, WA Jan 1999 to Jul 2002 Sous ChefTroop Tacoma, WA 1993 to 1993 Eagle Scout
Education:
Clover Park Technical College Tacoma, WA Mar 2010 Associates of Architectural Engineering and Design
Skills:
Proficient with Auto Cad 2010/11 through 2 years of rigorous testing and drafting assignments. Used GoogleSketchup to make 3-D models of AutoCAD plans. Created roof, floor, elevation, foundation, electrical plans with sectional and detail drawings along with civil plans.
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Work:
Alpha Heavy Industries - Principal (2011) EBay - Principal Developer (2009-2011) Positronic (acquired by eBay) - Software Developer (2008-2008) Microsoft - Senior Developer (1999-2008)
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Cooke Tomlin and Chandler Pittman scored for the Mustangs, while Nathan Howell scored for the Bobcats. Madison's win sets up the 15 A-AA championship matchup with Trinity Christian Academy. The Lions beat Lexington 4-1 in the other semifinal. ...