Á¤º¸°úÇÐȸ ÄÄÇ»ÆÃÀÇ ½ÇÁ¦ ³í¹®Áö (KIISE Transactions on Computing Practices)
Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
½Ç½Ã°£ »çÀ̹ö À§Çù Áö´ÉÇü ºÐ¼® ¹× ¿¹Ãø ±â¼ú |
¿µ¹®Á¦¸ñ(English Title) |
Real-time Cyber Threat Intelligent Analysis and Prediction Technique |
ÀúÀÚ(Author) |
ÀÓâ¿Ï
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Changwan Lim
Youngsup Shin
Dongjae Lee
Sungyoung Cho
Insung Han
Haengrok Oh
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¿ø¹®¼ö·Ïó(Citation) |
VOL 25 NO. 11 PP. 0565 ~ 0570 (2019. 11) |
Çѱ۳»¿ë (Korean Abstract) |
ÀÎÅÍ³Ý ¹× ³»ºÎ¸Á¿¡ ¼³Ä¡ ¿î¿ë ÁßÀÎ °¢Á¾ Á¤º¸º¸È£Ã¼°è ¹× ÅëÇÕº¸¾È°üÁ¦Ã¼°è¿¡¼ ¹ß»ýµÈ ¹æ´ëÇÑ ¾çÀÇ À§Çù À̺¥Æ®¸¦ ¼öÁý, À¶ÇÕÇÏ¿© Àüó¸®Çϸç, À§Çù °æº¸¿¡ ´ëÇÑ Åë°è ±â¹ÝÀÇ »ó°ü°ü°è ºÐ¼®°ú À§Çù°æº¸ °£ »óÈ£ Àΰú°ü°è¸¦ ÇнÀÇÏ´Â ¸ðµ¨À» ±¸ÃàÇÏ¿© Áö´ÉÇü ºÐ¼® ¸ðµ¨À» ±¸ÃàÇÑ´Ù. ±â°èÇнÀ ±â¹ÝÀÇ À§Çù°æº¸ »ó°üºÐ¼®À» ÅëÇØ ÀÚµ¿À¸·Î °ø°Ý °æ·Î À籸¼º ¹× ¿¹»óµÇ´Â À§ÇùÀ» ¿¹ÃøÇϸç, OSINT¸¦ ÅëÇØ ±¸ÃàÇÑ »çÀ̹ö À§Çù ÀÎÅÚ¸®Àü½º¿ÍÀÇ ÀÚµ¿ÈµÈ ¿¬°üºÐ¼®À» ÅëÇØ Ä§ÅõÇÑ Àû°ú °ø°Ý¿¡ ´ëÇÑ Á¤º¸¸¦ ¼öÁýÇÏ°í ¿¹»óµÇ´Â À§ÇèÀ» ¿¹ÃøÇÏ¿© °áÁ¤±ÇÀÚÀÇ °á½ÉÀ» Áö¿øÇÏ´Â ±â¼úÀ» Á¦¾ÈÇÑ´Ù.
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¿µ¹®³»¿ë (English Abstract) |
There is a wide variety of information security systems and integrated security control systems that are installed and operated in the internet and internal networks, and these systems collect substantial amounts of threat events. These collected events are fused and preprocessed to build an intelligent analysis model that learns the mutual causal relationship between the threat alarm and the statistical based correlation analysis. The machine learning-based threat correlation analysis enables the automatic prediction of path reconstruction and anticipated threats. The automated association analysis with cyber threat intelligence built through OSINT collects information on infiltrators and attacks, and also predicts expected risks. This paper suggests a technique to support the decision maker¡¯s determination for the final purpose.
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Å°¿öµå(Keyword) |
»ó°ü°ü°è ºÐ¼®
À§Çù ¿¹Ãø
»çÀ̹ö À§Çù ÀÎÅÚ¸®Àü½º
Bayesian Networks
±â°èÇнÀ
correlation analysis
threat prediction
cyber threat intelligence
bayesian network
machine learning
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