Browse > Article

A Design of the SMBC for Improving Reliability of Blocking Spam Mail  

Park Nho-Kyung (호서대학교 정보통신공학과)
Han Sung-Ho (호서대학교 정보통신공학과)
Seo Sang-Jin (호서대학교 정보통신공학과)
Jin Hyun-Joon (호서대학교 정보통신공학과)
Publication Information
The Journal of Korean Institute of Communications and Information Sciences / v.30, no.11B, 2005 , pp. 730-735 More about this Journal
Abstract
While the E-mail is a important way of fast communication in these days. it is real that the E-mail is often misused as a commercial advertisement method and creates many social problems. Even though various filtering techniques for blocking spam mails have been developed, reliability of mail systems is decreased by misreading normal mails as spam mails, i.e. false-positive errors. In this paper, the SMBC(Spam Mail Blocking Center) platform employing spam mail recovery method based on privacy information is proposed and designed. The SMBC is designed in frame layer based on spam blocking system of proxy sewer and can be physically implemented in various topology so that flexible development with layered module is possible. Using privacy information makes the proposed SMBC platform minimize processing load and false-positive error rates so that it can improve mail system reliabilities.
Keywords
Spam Mail Blocking; SMBC Platform; False-Positive mail recovery; Privacy Information;
Citations & Related Records
연도 인용수 순위
  • Reference
1 T. Saito, K. Umesawa, and H.G. Okuno, 'A Privacy-Enhanced Access Control', 日本電子情報通信學會論文誌, 2001. 11
2 하홍준, '기계학습을 이용한 내용기반 한국어 스팸메일 필터의 설계 및 구현', 건국대학교 2003.2
3 Aha. D.W., 'A Study of Instance-Base Algorithms for Supervised Learning Task: Mathematical, Empirical, and Psychological Evaluations', University of California, Irvine, Technical Report 90-42, 1990
4 Mehran Sahami, Susan Dumais, David Heckerman, Eric Horvitz, 'A Bayesian Approach to Filtering Junk E-Mail', AAAI, TECHNICAL REPORT-AMERICAN ASSO­CIATION FOR ARTIFICIAL INTELLI­GENCE WS, Learning for text catego­rization, np, 55-62, 1998
5 김진만, 장종욱, '컨텐츠 필터를 이용한 스팸메일 차단 시스템 설계 및 구현', 한국해양정보통신학회, 2003년도 춘계 종합학술대회
6 조한철, 조근식, '나이브 베이지안 분류자와 메시지 규칙을 이용한 스팸메일 필터링 시스템', 한국정보과학회, 제29회 춘계학술대회, 2002.4
7 '이메일서비스 업체별 스팸메일 방지기술', 불법스팸대응센터, 2002. 6