Çѱ¹ÀÎÅͳÝÁ¤º¸ÇÐȸ ³í¹®Áö
Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
BGP ³×Æ®¿öÅ© µ¥ÀÌÅÍ ³»ÀÇ ÀÌ»ó¡ÈÄ °¨Áö¸¦ À§ÇÑ ÀÎÅÍ·¢Æ¼ºê ½Ã°¢È ºÐ¼® ±â¹ý |
¿µ¹®Á¦¸ñ(English Title) |
Interactive Visual Analytic Approach for Anomaly Detection in BGP Network Data |
ÀúÀÚ(Author) |
ÃÖ¼Ò¹Ì
±è¼±¿µ
ÀÌÀ翬
°íÀåÇõ
±Ç±¸Çü
ÁÖÀç°É
So-mi Choi
Son-yong Kim
Jae-yeon Lee
Jang-hyuk Kauh
Koo-hyung Kwon
Jae-gul Choo
|
¿ø¹®¼ö·Ïó(Citation) |
VOL 23 NO. 05 PP. 0135 ~ 0143 (2022. 10) |
Çѱ۳»¿ë (Korean Abstract) |
Áö³ 2020³âºÎÅÍ ¼¼°è´Â COVID-19 È®»êÀ¸·Î ÀÎÇØ »çȸÀû °Å¸®µÎ±â¿Í ÀçÅñٹ«¸¦ ½ÃÇàÇÔ¿¡ µû¶ó ÀÎÅͳÝÀ» È°¿ëÇÑ ºñµð¿À ¹× À½¼º °ü·Ã ÄÜÅÙÃ÷ ¼ºñ½º¿Í Ŭ¶ó¿ìµå ÄÄÇ»Æà Ȱ¼ºÈ·Î ÀÎÅͳݿ¡ ´ëÇÑ ÀÇÁ¸µµ°¡ ´Ã¾î³ª¸é¼ ¶ó¿ìÆà ÇÁ·ÎÅäÄÝ ±â¹Ý ½Ç½Ã°£ ½ºÆ®¸®¹Ö ¼¼¼ÇÀÌ Áõ°¡ÇÏ°í ÀÖ´Ù. BGP´Â °¡Àå ¸¹ÀÌ »ç¿ëµÇ´Â ¶ó¿ìÆà ÇÁ·ÎÅäÄÝ·Î½á º¸¾È¼ºÀ» Çâ»ó½ÃÅ°±â À§ÇØ ¸¹Àº ¿¬±¸µéÀÌ Áö¼ÓµÇ°í ÀÖÀ¸³ª ºÐ¼®ÀÇ ½Ç½Ã°£¼º°ú ¾Ë°í¸®ÁòÀÇ ¿ÀŽÀ» ÆÇ´ÜÇϱâ À§ÇÑ ½Ã°¢Àû ºÐ¼®ÀÌ ºÎÁ·ÇÏ´Ù. º» ³í¹®Àº Á¤»ó ¹× ÀÌ»óÀ¸·Î ºÐ·ùµÈ BGP µ¥ÀÌÅ͸¦ ¼öÁý ¹× Àüó¸® ÈÄ Åë°èÀû ±â¹ý°ú Rule-based ±â¹ýÀ» À¶ÇÕÇÑ ÀÌ»ó¡ÈÄ °¨Áö ¾Ë°í¸®ÁòÀ» È°¿ëÇÏ¿© ½Ç µ¥ÀÌÅÍ ±â¹ÝÀ¸·Î ºÐ¼®ÇÑ´Ù. ´õºÒ¾î Áöµµ ¹× Sankey Chart ±â¹Ý ½Ã°¢È ±â¹ýÀ¸·Î ¾Ë°í¸®ÁòÀÇ ºÐ¼® °á°ú¿Í Á÷°üÀûÀÎ ½Ã°¢È ¹æ¾ÈÀ¸·Î ÀÎÅÍ·¢Æ¼ºêÇÑ ½Ã°ø°£ ºÐ¼® ¹æ¾ÈÀ» Á¦½ÃÇÑ´Ù. |
¿µ¹®³»¿ë (English Abstract) |
As the world has implemented social distancing and telecommuting due to the spread of COVID-19, real-time streaming sessions based on routing protocols have increased dependence on the Internet due to the activation of video and voice-related content services and cloud computing. BGP is the most widely used routing protocol, and although many studies continue to improve security, there is a lack of visual analysis to determine the real-time nature of analysis and the mis-detection of algorithms. In this paper, we analyze BGP data, which are powdered as normal and abnormal, on a real-world basis, using an anomaly detection algorithm that combines statistical and post-processing statistical techniques with Rule-based techniques. In addition, we present an interactive spatio-temporal analysis plan as an intuitive visualization plan and analysis result of the algorithm with a map and Sankey Chart-based visualization technique. |
Å°¿öµå(Keyword) |
Border Gateway Protocol
ÀÌ»ó¡ÈÄ °¨Áö
ÀÎÅÍ·¢Æ¼ºê ½Ã°¢È ºÐ¼®
½Ã°ø°£ ºÐ¼®
Border Gateway Protocol
Anomaly Detection
Interactive Visual Analytic
Spatio-temporal Analysis
|
ÆÄÀÏ÷ºÎ |
PDF ´Ù¿î·Îµå
|