정보과학회지 (Communications of the Korean Institute of Information Scientists and Engineers)

한국정보과학회 (Korean Institute of Information Scientists and Engineers)
권호 표지

시퀀스 패턴 기반 베이지안 BOT 탐지 알고리즘

Server-side Bot Detection Based on Bayesian Analysis of Sequence Pattern

  • 발행 : 2013.07.15
⟨ 이전 논문 다음 논문 ⟩

초록

키워드

참고문헌

  1. Yan, J., B. Randell, A Systematic Classification of Cheating in Online Games, NetGames '05 Proceedings of 4th ACM SIGCOMM workshop on Network and system support for games, 2005, pp.1-9.
  2. Kang, A., J. Woo, J. Park, H. Kim, Online game bot detection based on party-play log analysis, Computers and Mathematics with Applications, Vol. 65, 2013, pp. 1384-1395. https://doi.org/10.1016/j.camwa.2012.01.034
  3. 오승준, 범주형 시퀀스 데이터의 K-Nearest Neighbor알고리즘, Journal of the Korea society of computer and information, Vol. 10, No. 2, 2005, pp.215-221.
  4. 유승근, 이상호, 한국 주식 데이터를 이용한 서브시퀀스 매칭 방법의 효과성 평가, 정보처리학회논문지, The KIPS transactions. Part D. Part D, Vol. 12, No. 3, 2005, pp.355-364.
  5. Ahmad, M. A., B. Keegan, J. Srivastava, D. Williams, Mining for Gold Farmers: Automatic Detection of Deviant Players in MMOGs, Computational Science and Engineering, 2009. CSE '09. International Conference on , Vol. 4, 2009.8, pp.340-345.
  6. Kim, H., S. Hong, J. Kim, Detection of Auto Programs for MMORPGs, Lecture Notes in Computer Science, Vol. 3809, 2005, pp.1281-1284.
  7. Woo, J., H. Kim, Survey and Research Direction on Online Game Security, Workshop at ACM SIGGRAPH ASIA 2012, 2012.12, pp.19-25.
  8. 정혜욱, 박상현, 방성우, 윤태복, 이지형, 봇(오토프로그램) 검출을 위한 게임 행동 패턴 모델링, 한국게임학회지, 제9권, 제5호, 2009.1, pp.53-61.
  9. Thawonmas, R., Y. Kashifuji, K. Chen, Detection of MMORPG bots based on behavior analysis, ACE '08 Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology, 2008, pp.91-14.
  10. Chen, K., H. K. Pao, H. Chang, Game bot identification based on manifold learning, NetGames '08 Proceedings of the 7th ACM SIGCOMM Workshop on Network and System Support for Games, 2008, pp.21-26.
  11. Golle, P. and N. Ducheneaut, Preventing Bots from playing online game, Computers in Entertainment (CIE)-Theoretical and Practical Computer Applications in Entertainment, Vol.3 No.3, 2005.7, pp.3-3.
  12. Domingos, P., M. Pazzani, On the Optimality of the Simple Bayesian Classifier under Zero-One Loss, Machine Learning, Vol.29 No.2-3, 1997, pp.103-130. https://doi.org/10.1023/A:1007413511361
  13. Famoni, M., P. Senastiani, Rubust Bayes Classifiers, Artificial Intelligence, Vol.125, 2001, pp.209-226. https://doi.org/10.1016/S0004-3702(00)00085-0
  14. Agrawal, R. and R. Srikant, Fast algorithms for mining association rules in large databases. Proceedings of the 20th International Conference on Very Large Data Bases, VLDB, Santiago, Chile, September 1994, pp. 487-499.
  15. 임지연, 이지나, 조원준, 서버관점의 BOT 탐지 알고리즘 구현을 위한 시퀀스 패턴 데이터 분석, 2013 한국경영과학회/대한산업공학회 춘계공동학술대회, 2013. 5
  16. 임형택, 김형준, 나이브 베이지안 분류자와 메일 주소유효성 검사를 이용한 스팸 메일 필터링 시스템, 한국정보과학회 제 32 회 추계 학술발표 논문집, 제32권, 제2호, 2005, pp.523-525.