In this paper, the process of spam categorization based on character level; content-based approach has been … demonstrated. Spam categorization has been performed by using N-gram technique. The general technique of using N-grams on words … occurring in Word N-grams. All the experiments have been performed on Ling Spam Corpus. …

More than 70% of global e-mail traffic consists of unsolicited and commercial direct marketing, also known as spam …. Dealing with spam incurs high costs for organizations, prompting efforts to try to reduce spam-related costs by installing … spam filters. Using modern econometric methods to reduce the selection bias of installing a spam filter, we deploy a unique …

sources, send spam, spread infection, spy on users, commit click fraud, run adware, and host phishing sites. This presents …