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  • 标题:Trust-based VoIP Spam Detection based on Calling Behaviors and Human Relationships
  • 本地全文:下载
  • 作者:Noppawat Chaisamran ; Takeshi Okuda ; Suguru Yamaguchi
  • 期刊名称:Information and Media Technologies
  • 电子版ISSN:1881-0896
  • 出版年度:2013
  • 卷号:8
  • 期号:2
  • 页码:528-537
  • DOI:10.11185/imt.8.528
  • 出版社:Information and Media Technologies Editorial Board
  • 摘要:Spam over Internet Telephony (SPIT) will become a serious threat in the near future because of the growing number of Voice over IP (VoIP) users, the ease of spam implementation, and the low cost of VoIP service. Due to the real-time processing requirements of voice communication, SPIT is more difficult to filter than email spam. In this paper, we propose a trust-based mechanism that uses the duration of calls and call direction between users to distinguish legitimate callers from spammers. The trust value is adjustable according to the calling behavior. We also propose a trust inference mechanism in order to calculate a trust value for an unknown caller to a callee. Realistic simulation results show that our approaches are effective in discriminating spam calls from legitimate calls.
  • 关键词:VoIP;SPIT;Trust
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