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Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
Ŭ¶ó¿ìµå ȯ°æ¿¡¼ Á¦¿ì½º Botnet °ø°Ý À¯Çü ºÐ¼®À» À§ÇÑ Å¬·¯½ºÅ͸µ ¹æ¾È ¿¬±¸ |
¿µ¹®Á¦¸ñ(English Title) |
A Study on the Clustering method for Analysis of Zeus Botnet Attack Types in the Cloud Environment |
ÀúÀÚ(Author) |
¹è¿øÀÏ
ÃÖ¼®ÁØ
±è¼ºÁø
±èÇüõ
°ûÁø
Won-il Bae
Suk-June Choi
Seong-Jin Kim
Hyeong-Cheon Kim
Jin Kwak
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¿ø¹®¼ö·Ïó(Citation) |
VOL 18 NO. 01 PP. 0011 ~ 0020 (2017. 02) |
Çѱ۳»¿ë (Korean Abstract) |
Ãֱ٠Ŭ¶ó¿ìµå ÄÄÇ»Æà ±â¼úÀÇ ¹ßÀüÀ¸·Î ÀÎÇØ ´Ù¾çÇÑ ºÐ¾ß¿¡¼ Ŭ¶ó¿ìµå ÄÄÇ»Æà ±â¼úÀÌ È°¿ëµÇ°í ÀÖ´Ù. Ŭ¶ó¿ìµå ¼ºñ½ºÀÇ ¼ö¿ä°¡ Áõ°¡ÇÏ´Â ¹Ý¸é¿¡ Ŭ¶ó¿ìµå ȯ°æ¿¡¼ÀÇ º¸¾È À§ÇùÀº Áõ°¡ÇÏ°í ÀÖÀ¸¸ç ƯÈ÷, ¾Ç¼ºÄڵ忡 ÀÇÇÑ °ø°ÝÀ» ÅëÇØ Å¬¶ó¿ìµå ȯ°æ ³» »óÈ£ ¿¬°áµÇ¾î Àִ ȣ½ºÆ®µéÀÌ °¨¿° ÀüÆÄµÉ °æ¿ì ´Ù¸¥ È£½ºÆ®ÀÇ ¸®¼Ò½º¿¡µµ ¿µÇâÀ» ³¢ÃÄ °³ÀÎÁ¤º¸ ¹× µ¥ÀÌÅÍÀÇ »èÁ¦ µîÀÇ º¸¾ÈÀ§ÇùÀÌ È®»êµÉ ¼ö ÀÖ´Ù. µû¶ó¼ ÀÌ·¯ÇÑ º¸¾È À§Çù¿¡ ´ëÀÀÇϱâ À§ÇÑ ¾Ç¼ºÄÚµå ºÐ¼® ¿¬±¸°¡ È°¹ßÈ÷ ÁøÇàµÇ°í ÀÖ´Ù. ÀÌ¿¡ µû¶ó, º» ³í¹®Àº Ŭ¶ó¿ìµå ȯ°æ¿¡¼ ¹ß»ýÇÏ´Â ¾Ç¼ºÄÚµå ºÐ¼®À» À§ÇØ k-means Ŭ·¯½ºÅ͸µ ¾Ë°í¸®ÁòÀ» ÀÌ¿ëÇÑ Á¦¿ì½º º¿³ÝÀÇ °ø°Ý À¯Çüº° ±ºÁýÈ ¹æ¾ÈÀ» Á¦¾ÈÇÑ´Ù. À̴ Ŭ¶ó¿ìµå ȯ°æ ³» ¹ß»ýµÇ´Â Á¦¿ì½º º¿³Ý¿¡ ´ëÇÏ¿© ¾Ç¼ºÇàÀ§¸¦ À¯Çüº°·Î ±ºÁýÈ ÇÔÀ¸·Î½á ¾Ç¼º À¯¹«¸¦ ÆǺ°ÇÒ ¼ö ÀÖÀ¸¸ç, ÃßÈÄ Å¬¶ó¿ìµå ȯ°æ¿¡¼ ¹ß»ýÇÒ ¼ö ÀÖ´Â »õ·Î¿î À¯ÇüÀÇ Á¦¿ì½º º¿³Ý °ø°Ý ´ëÀÀÀ» ¸ñÇ¥·Î ÇÑ´Ù.
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¿µ¹®³»¿ë (English Abstract) |
Recently, developments in the various fields of cloud computing technology has been utilized. Whereas the demand for cloud computing services is increasing, security threats are also increasing in the cloud computing environments. Especially, in case when the hosts interconnected in the cloud environments are infected and propagated through the attacks by malware. It can have an effect on the resource of other hosts and other security threats such as personal information can be spreaded and data deletion. Therefore, the study of malware analysis to respond these security threats has been proceeded actively. This paper proposes a type of attack clustering method of Zeus botnet using the k-means clustering algorithm for malware analysis that occurs in the cloud environments. By clustering the malicious activity by a type of the Zeus botnet occurred in the cloud environments. it is possible to determine whether it is a malware or not. In the future, it sets a goal of responding to an attack of the new type of Zeus botnet that may occur in the cloud environments.
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Å°¿öµå(Keyword) |
Ŭ¶ó¿ìµåÄÄÇ»ÆÃ
K-means Ŭ·¯½ºÅ͸µ
Á¦¿ì½ºº¿³Ý
¿ÀǽºÅÃ
Cloud computing
K-means clustering
Zeus botnet
Openstack
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