Thread Rating:
  • 0 Vote(s) - 0 Average
  • 1
  • 2
  • 3
  • 4
  • 5
Collaborative Span Filtering Using Centralized Incrementally Learning Spam Rules Data
Post: #1

A lot of research has been done in the area of spam filtering and several sophisticated methods using artificial intelligence have been proposed. However, most of the open source spam filters available to- day do not provide consistent accuracy levels. Spam assassin, which is at present said to be best open source spam filter, aims at providing a single solution that can satiate the needs of individuals as well as large organizations. It filters spam at various levels using different methods with the idea that spammers will be blocked at least at one of the levels. However, none of them take concept drift into consideration which is a very dominant factor in achieving consistent accuracy levels. In this project we intend to address this issue by developing a collaborative spam filter that uses a centralized incrementally learning spam rules database to detect spam. The filter is aimed for use at an intranet or organization level. The main idea behind using this technique for an organization is that a collaborative filter along with centralized incremental learning will greatly help in detecting concept drift at the earliest and significantly reduce the chances of a given spam spreading too much in an organization.

Important Note..!

If you are not satisfied with above reply ,..Please


So that we will collect data for you and will made reply to the request....OR try below "QUICK REPLY" box to add a reply to this page
Popular Searches: ppt traffic rules in indiae softwar, seminar report on spam, e learning systems, collobrative spam detection system, e learning consulting, spam protection, does the size and location of the organization dictate if the database is centralized or distributed,

Quick Reply
Type your reply to this message here.

Image Verification
Image Verification
(case insensitive)
Please enter the text within the image on the left in to the text box below. This process is used to prevent automated posts.

Possibly Related Threads...
Thread: Author Replies: Views: Last Post
  Remote Server Monitoring System For Corporate Data Centers smart paper boy 3 1,787 28-03-2016 02:51 PM
Last Post: dhanyavp
  Secured Data Hiding and Extractions Using BPCS project report helper 4 2,692 04-02-2016 12:52 PM
Last Post: seminar report asees
  Data Hiding in Binary Images for Authentication & Annotation project topics 2 1,048 06-11-2015 02:27 PM
Last Post: seminar report asees
  DATA LEAKAGE DETECTION project topics 16 11,324 31-07-2015 02:59 PM
Last Post: seminar report asees
  Privacy Preservation in Data Mining sajidpk123 2 2,014 13-11-2014 10:48 PM
Last Post: jaseela123
  projects on data mining? shakir_ali 2 1,058 05-11-2014 09:30 PM
Last Post: jaseela123
  data mining full report project report tiger 35 164,079 07-10-2014 09:10 PM
Last Post: ToPWA
  Data Security Using Honey Pot System computer science topics 5 5,500 11-09-2014 07:45 PM
Last Post: erhhk
  Adaptive Forwarding Delay Control for VANET Data Aggregation Projects9 2 742 18-03-2014 11:25 PM
Last Post: seminar report asees
  Fast Data Collection in Tree-Based Wireless Sensor Networks Projects9 9 3,058 12-03-2014 06:30 PM
Last Post: computer topic