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Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
Àΰø½Å°æ¸ÁÀ» ÅëÇÑ KDD CUP 99¿Í NSL-KDD µ¥ÀÌÅÍ ¼Â ºñ±³ |
¿µ¹®Á¦¸ñ(English Title) |
A Study on comparison of KDD CUP 99 and NSL-KDD using artificial neural network |
ÀúÀÚ(Author) |
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Ji Hyunjung
Kim Yonghyun
Kim Donghwa
Shin Dongkyoo
Shin Dongil
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¿ø¹®¼ö·Ïó(Citation) |
VOL 24 NO. 01 PP. 0211 ~ 0213 (2017. 04) |
Çѱ۳»¿ë (Korean Abstract) |
ÃÖ±Ù ÄÄÇ»ÅÍ ³×Æ®¿öÅ©¸¦ È°¿ëÇÏ´Â ´Ù¾çÇÑ ±â±âµéÀÌ °³¹ßµÇ°í ±Þ°ÝÈ÷ È®»êµÇ¸é¼, ÄÄÇ»ÅÍ ³×Å©¿öÅ©´Â Àüº¸´Ù ¸¹Àº º¸¾È¹®Á¦¿¡ Á÷¸éÇÏ°Ô µÇ¾ú´Ù. ÀÌ¿¡ µû¶ó ³×Æ®¿öÅ© º¸¾ÈÀ» À§ÇÑ Ä§ÀÔŽÁö½Ã½ºÅÛÀÇ Çʿ伺ÀÌ ´ëµÎµÈ´Ù. ħÀÔŽÁö½Ã½ºÅÛÀ» ±¸ÇöÇϱâ À§ÇÑ ´ëÇ¥ÀûÀÎ µ¥ÀÌÅÍ ¼ÂÀ¸·Î´Â KDD CUP 99(KDD¡¯99)¿Í ÀÌÈÄ KDD¡¯99ÀÇ ¹®Á¦Á¡À» º¸¿ÏÇÏ¿© °ø°³µÈ NSL-KDD°¡ ÀÖ´Ù. º» ³í¹®¿¡¼´Â KDD¡¯99¿Í NSL-KDD¸¦ ¼Ò°³ÇÏ°í Àΰø½Å°æ¸ÁÀ» ÅëÇØ µÎ µ¥ÀÌÅÍ ¼ÂÀ» ºñ±³ ºÐ¼®ÇÏ¿´´Ù. Multi-Layer PerceptronÀ» »ç¿ëÇØ µ¥ÀÌÅÍ ¼ÂÀ» ºÐ¼®Çغ» °á°ú, KDD¡¯99´Â Àüü Á¤È®µµ¿¡¼ ´õ ³ôÀº °á°ú¸¦ ¾òÀº ¹Ý¸é °ø°Ý º° ŽÁö Á¤È®µµ ¸é¿¡¼´Â NSL-KDD¿¡ µÚÃÄÁ³´Ù.
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¿µ¹®³»¿ë (English Abstract) |
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