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온라인 게임 보안을 위한 머신러닝 시스템 연동 방안  

Lee, Eun Jo (엔씨소프트)
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Review of KIISC / v.26, no.3, 2016 , pp. 30-37 More about this Journal
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Times Cited By KSCI : 3  (Citation Analysis)
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1 "Electronic Arts' Ultima Online, The Best-Selling Internet-Only Game in History, Redefines the Meaning of Online Trading," http://web.archive.org/web/20051124071021/http://retailsupport.ea.com/corporate/pressreleases/uo_ebay.html.
2 김연주, "1조 5천억 지하시장을 당당히 세상 밖에 세우다, '아이템베이' 김치현 회장," http://lecture.cfe.org/info/bbsDetail.php?cid=13113&idx=42943, 2016.
3 정우철, "대법원의 무죄판결, 현금거래 합법화인가?," http://www.thisisgame.com/webzine/news/ nboard/4/?n=14360, 2010.
4 "대법원 판례 뒤집혔다... 중개 사이트 게임 리셀러 '적신호'," http://lineage.playforum.net/bbs/vie w/1013?idx=38364, 2016.
5 Jeff Jianxin Yan and Brian Randell, "An Investigation of Cheating in Online Games," IEEE Security and Privacy, vol. 7, no. 3, pp. 37-44, 2009.   DOI
6 Muhammad Aurangzeb Ahmad, Brian Keegan, Jaideep Srivastava, Dmitri Williams, and Noshir Contractor, "Mining for Gold Farmers: Automatic Detection of Deviant Players in MMOGS," in Computational Science and Engineering International Conference, vol. 4, pp. 340-345, Aug, 2009.
7 Ruck Thawonmas, Yoshitaka Kashifuji, and Kuan-Ta Chen, "Detection of MMORPG Bots based on Behavior Analysis," in Advances in Computer Entertainment Technology Conference, pp. 91-94, Dec. 2008.
8 Marlieke van Kesteren, Jurriaan Langevoort, and Franc Grootjen, "A step in the right direction: Botdetection in MMORPGs using movement analysis," Proceedings of the 21st Belgian-Dutch Conference on Artificial Intelligence, 2009.
9 Eunjo Lee, Jiyoung Woo, Hyoungshick Kim, Aziz Mohaisen, Huy Kang Kim, "You are a game bot!: uncovering game bots in MMORPGs via self-similarity in the wild," NDSS, Feb, 2016.
10 Ah Reum Kang, Jiyoung Woo, Juyong Park, and Huy Kang Kim, "Online game bot detection based on party-play log analysis," Computers & Mathematics with Applications, vol. 65, no. 9, pp. 1384-1395, 2013.   DOI
11 김하랑, 김휘강, "온라인 게임 봇 길드 탐지 방안 연구," 정보보호학회논문지 제25권 제5호, pp. 1115-1122, 2015.   DOI
12 Kyungmoon Woo, Hyukmin Kwon, Hyun-chul Kim, Chong-kwon Kim, Huy Kang Kim, "What can free money tell us on the virtual black market?," ACM SIGCOMM Computer Communication Review, vol. 41, no. 4, pp. 392-393, 2011   DOI
13 Kuan-Ta Chen and Li-Wen Hong, "User identification based on game-play activity patterns," Proceedings of the 6th ACM SIGCOMM workshop on Network and system support for games, ACM, pp. 7-12, 2007.
14 Hyukmin Kwon, Kyungmoon Woo, Hyun-chul Kim, Chong-kwon Kim, Huy Kang Kim, "Surgical strike: A novel approach to minimize collateral damage to game BOT detection," Proceedings of Annual Workshop on Network and Systems Support for Games, IEEE Press, 2013
15 강성욱, 이진, 이재혁, 김휘강, "MMORPG에서 GFG 쇠퇴를 위한 현금거래 구매자 탐지방안에 관한 연구," 정보보호학회논문지, 제25권, 제4호, pp. 849-861, 2015.   DOI
16 Brian Keegan, Muhammad Aurangzeb Ahmad, Jaideep Srivastava, Dmitri Williams, and Noshir Contractor, "Dark Gold: Statistical Properties of Clandestine Networks in Massively Multiplayer Online Games," in Social Computing (SocialCom), IEEE Second International Conference, pp. 201-208, Aug, 2010.
17 Jiyoung Woo, Hwa Jae Choi, and Huy Kang Kim, "An automatic and proactive identity theft detection model in MMORPGs," Appl. Math, vol.6, no.1, pp. 291-302, 2012.
18 김하나, 곽병일, 김휘강, "MMORPG 게임 내 계정도용 탐지 모델에 관한 연구," 정보보호학회논문지 제25권, 제3호, pp. 627-637, 2015.   DOI
19 Eunjo Lee, Jina Lee, and Janghwan Kim, "Detecting the bank character in MMORPGs by analysis of a clustered network," The 3rd International Conference on Internet, 2011.
20 Naseem Hakim and Aaron Keys, "Architecting a Machine Learning System for Risk," http://nerd s.airbnb.com/architecting-machine-learning-system-risk/, 2014.
21 http://dmg.org/pmml/v4-2-1/GeneralStructure.html
22 http://openscoring.io/