Can I read Behavior-Based Spam Mail Detection on EtoBox?

Behavior-Based Spam Mail Detection by Ravi Purne is a document available to read on EtoBox.

What is Behavior-Based Spam Mail Detection about?

The document discusses using sender behavior characteristics in addition to email content to detect spam emails. It proposes classifying emails using both spammer behaviors and keywords extracted from the email. This approach is more effective than keyword-based methods alone since spammers frequently change keywords. The paper selects the Random Forest algorithm and evaluates it on the Spam Assassin Corpus containing over 6,000 legitimate and spam emails.

Author

Ravi Purne

Language

EN