Title :
SMS Spam Detection Using Noncontent Features
Author :
Xu, Qian ; Xiang, Evan Wei ; Yang, Qiang ; Du, Jiachun ; Zhong, Jieping
Abstract :
Short Message Service text messages are indispensable, but they face a serious problem from spamming. This service-side solution uses graph data mining to distinguish spammers from nonspammers and detect spam without checking a message´s contents.
Keywords :
data mining; electronic messaging; unsolicited e-mail; SMS spam detection; graph data mining; noncontent features; service-side solution; short message service text messages; Classification algorithms; Electronic mail; Feature extraction; Short message services; Support vector machines; Telecommunications; Unsolicited electronic mail; Classification algorithms; Electronic mail; Feature extraction; SMS spam; Short Message Service; Short message services; Support vector machines; Telecommunications; Unsolicited electronic mail; data mining; social media spam; spam detection;
Journal_Title :
Intelligent Systems, IEEE
