Two-stage SPIT detection scheme with betweenness centrality and social trust

• Kurata Miho

  Dept. of Information and Computer Science, Keio University

• Toyoda Kentaroh

  Dept. of Information and Computer Science, Keio University

• Sasase Iwao

  Dept. of Information and Computer Science, Keio University

抄録

Detecting SPIT (Spam over Internet Telephony) is an urgent demand in voice communication services. In this paper, we propose a two-stage SPIT detection scheme using BC (Betweenness Centrality) and social trust to decrease misdetection of a call from low-frequent users as SPIT. BC indicates user’s centrality in the entire network and the BC against legitimate users gradually increases with time even if users seldom call. We first use BC to identify a call request from a low-frequent user then judge the call legitimacy by using social trust. By the computer simulation, we show that our scheme improves the detection accuracy.

収録刊行物

• IEICE Communications Express

  IEICE Communications Express 4 (7), 239-244, 2015

  一般社団法人 電子情報通信学会

キーワード

• SPIT detection
• VoIP
• security
• social trust

詳細情報

• CRID: 1390001205415655296
• NII論文ID: 130005091344
• DOI: 10.1587/comex.4.239
• ISSN: 21870136
• Web Site: https://www.jstage.jst.go.jp/article/comex/4/7/4_239/_pdf
• 本文言語コード: en
• データソース種別:
  • JaLC
  • Crossref
  • CiNii Articles
  • KAKEN
• 抄録ライセンスフラグ: 使用不可