As part of the evaluation test of the personal initiative work (TIPE), I worked on the subject: "The security of emails: Bayesian filter of SPAM. First, I presented the problematic by exposing the spam as a threat against which it is necessary to fight, then I explained the method of Bayesian filter of the spam and its mathematical modeling, then I had studied a computer simulation, by applying the algorithmic approach of the Bayesian filter of the spam on a large quantity of emails while using techniques of the automatic learning.

Références :

• Qijia Wei : Understanding of the naive Bayes classifier in spam filtering
• Dilip Kumar : Spam/ham detection using Naive bayes Classifier
• Dataset

You can consult the presentation here : (French version ) Tipe presentation