• DocumentCode
    1424862
  • Title

    SMS Spam Detection Using Noncontent Features

  • Author

    Xu, Qian ; Xiang, Evan Wei ; Yang, Qiang ; Du, Jiachun ; Zhong, Jieping

  • Volume
    27
  • Issue
    6
  • fYear
    2012
  • Firstpage
    44
  • Lastpage
    51
  • 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;
  • fLanguage
    English
  • Journal_Title
    Intelligent Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1541-1672
  • Type

    jour

  • DOI
    10.1109/MIS.2012.3
  • Filename
    6133257
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1424862