Nowadays there are ham and spam messages that sent to the users via SMS. The aim of this article is show how machine learning text processing technologies can be used in order predict trustworthiness SMS messages. data we going use collected from Kaggle. This study very important because it helps us understand message trustworthiness. At time writing article, was not an explaining done using Mu...

Spam issues have become worse on social media platforms and apps with the growth of IoT. To solve problem, researchers suggested several spam detection techniques. rates are still high despite use anti-spam technologies tactics, especially given ubiquity rogue e-mails that lead to dangerous websites. By using up memory or storage space, may cause servers run slowly. One most essential methods f...

Along with increasing security measures in Android platforms, the amount of Android malware that use remote exploits has grown significantly. Using mobile botnets, attackers concentrate on reliable attack vectors such as SMS messages. Short Message Service (SMS) has been increasingly targeted by a number of malicious applications (“apps”) that have the ability to abuse SMS features in order to ...

Although there are a lot of researches about e-mail spam filters, only a few focus on the issue for SMS (Short Message Service) system, especially in Chinese. In this paper, we proposed a two-layer filter model based on Naïve Bayes classifier utilizing both some traditional filter rules and content filter technical. The experimental results illustrate that the two-layer filter model can enhance...

The use of short text messages in social media and instant messaging has become a popular communication channel during the last years. This rising popularity has caused an increment in messaging threats such as spam, phishing or malware as well as other threats. The processing of these short text message threats could pose additional challenges such as the presence of lexical variants, SMS-like...

The rapid popularization of smartphones has contributed to the growth of online Instant Messaging and SMS usage as an alternative way of communication. The increasing number of users, along with the trust they inherently have in their devices, makes such messages a propitious environment for spammers. In fact, reports clearly indicate that volume of spam over Instant Messaging and SMS is dramat...