Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
IPÄ«¸Þ¶óÀÇ DoS °ø°Ý ŽÁö ¸Ó½Å·¯´× ¸ðµ¨¿¡ ´ëÇÑ ¿¬±¸ |
¿µ¹®Á¦¸ñ(English Title) |
A Study on Machine Learning model for detection of DoS Attack |
ÀúÀÚ(Author) |
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Woong-Kyo Jung
Dong-Young Kim
Byung Il Kwak
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¿ø¹®¼ö·Ïó(Citation) |
VOL 29 NO. 02 PP. 0709 ~ 0711 (2022. 11) |
Çѱ۳»¿ë (Korean Abstract) |
ICT ±â¼úÀÇ ºü¸¥ ¹ßÀü°ú ÇÔ²² Internet of Things (IoT) ȯ°æ¿¡¼ÀÇ Internet Protocol (IP) Ä«¸Þ¶óÀÇ »ç¿ë·üÀÌ Áõ°¡Çϸé¼, IP Ä«¸Þ¶ó¿¡ ´ëÇÑ °³ÀÎÁ¤º¸ À̽´¿Í Á¦Ç°ÀÇ º¸¾È¼º °ËÅä °ü·Ã ¼ÒºñÀÚÀÇ °³ÀÎ Á¤º¸ À¯Ãâ ¿ì·Á°¡ Áõ°¡ÇÏ°í ÀÖ´Ù. º» ³í¹®¿¡¼´Â, IP Ä«¸Þ¶ó¿¡ ´ëÇÑ 4°³ Á¾·ùÀÇ Denial of Service (DoS) °ø°ÝÀ» ÅëÇØ IP Ä«¸Þ¶ó ÀÌ»ó ¹ÝÀÀÀ» È®ÀÎÇß´Ù. ¶ÇÇÑ, ÀÌ °úÁ¤¿¡¼ ¼öÁýÇÑ °ø°Ý ÆÐŶ µ¥ÀÌÅ͸¦ ±â¹ÝÀ¸·Î, DoS °ø°ÝÀ» ŽÁöÇÏ´Â °£´ÜÇÑ ÇÇÃÄ ±¸¼º°ú ¸Ó½Å·¯´× ¸ðµ¨À» Á¦¾ÈÇÏ¿´´Ù. ÃÖÁ¾ÀûÀ¸·Î, DoS °ø°ÝÀ» ÅëÇØ ½ÇÁ¦ IP Ä«¸Þ¶ó¿¡ ´ëÇÑ °¡¿ë¼º Å×½ºÆ®¸¦ ¼öÇàÇÏ¿´À¸¸ç ¸Ó½Å·¯´× ¾Ë°í¸®Áò 4°³ Decision Tree, Random Forest, Multilayer Perceptron, SVM¿¡¼ÀÇ DoS °ø°Ý ŽÁö ¼º´ÉÀ» ºñ±³ÇÏ¿´´Ù. |
¿µ¹®³»¿ë (English Abstract) |
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Å°¿öµå(Keyword) |
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