Trust-based VoIP spam detection based on call duration and human relationships

Noppawat Chaisamran; Takeshi Okuda; Gregory Blanc; Suguru Yamaguchi

doi:10.1109/SAINT.2011.84

Trust-based VoIP spam detection based on call duration and human relationships

Noppawat Chaisamran
, Takeshi Okuda
, Gregory Blanc
, Suguru Yamaguchi

Nara Institute of Science and Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

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. Due to the real-time processing requirements of voice communication, SPIT is more difficult to filter than email spam. We propose a trust-based mechanism that uses the duration of calls between users to distinguish legitimate callers and 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 at discriminating spam calls from legitimate calls.

Original language	English
Title of host publication	Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011
Pages	451-456
Number of pages	6
DOIs	https://doi.org/10.1109/SAINT.2011.84
Publication status	Published - 26 Sept 2011
Externally published	Yes
Event	11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011 - Munich, Bavaria, Germany Duration: 18 Jul 2011 → 21 Jul 2011

Publication series

Name	Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011

Conference

Conference	11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011
Country/Territory	Germany
City	Munich, Bavaria
Period	18/07/11 → 21/07/11

Keywords

Call Duration
SPIT
Social Network
Spam
Trust
VoIP

Access to Document

10.1109/SAINT.2011.84

Cite this

Chaisamran, N., Okuda, T., Blanc, G., & Yamaguchi, S. (2011). Trust-based VoIP spam detection based on call duration and human relationships. In Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011 (pp. 451-456). Article 6004121 (Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011). https://doi.org/10.1109/SAINT.2011.84

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title = "Trust-based VoIP spam detection based on call duration and human relationships",

abstract = "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. Due to the real-time processing requirements of voice communication, SPIT is more difficult to filter than email spam. We propose a trust-based mechanism that uses the duration of calls between users to distinguish legitimate callers and 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 at discriminating spam calls from legitimate calls.",

keywords = "Call Duration, SPIT, Social Network, Spam, Trust, VoIP",

author = "Noppawat Chaisamran and Takeshi Okuda and Gregory Blanc and Suguru Yamaguchi",

year = "2011",

month = sep,

day = "26",

doi = "10.1109/SAINT.2011.84",

language = "English",

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booktitle = "Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011",

note = "11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011 ; Conference date: 18-07-2011 Through 21-07-2011",

}

Chaisamran, N, Okuda, T, Blanc, G & Yamaguchi, S 2011, Trust-based VoIP spam detection based on call duration and human relationships. in Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011., 6004121, Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011, pp. 451-456, 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011, Munich, Bavaria, Germany, 18/07/11. https://doi.org/10.1109/SAINT.2011.84

Trust-based VoIP spam detection based on call duration and human relationships. / Chaisamran, Noppawat; Okuda, Takeshi; Blanc, Gregory et al.
Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011. 2011. p. 451-456 6004121 (Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Chaisamran N, Okuda T, Blanc G, Yamaguchi S. Trust-based VoIP spam detection based on call duration and human relationships. In Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011. 2011. p. 451-456. 6004121. (Proceedings - 11th IEEE/IPSJ International Symposium on Applications and the Internet, SAINT 2011). doi: 10.1109/SAINT.2011.84

Trust-based VoIP spam detection based on call duration and human relationships

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