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Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
ÀÍ¸í ¾ÏÈ£Åë½Å ³×Æ®¿öÅ©¿¡¼ÀÇ À¥»çÀÌÆ® ÇΰÅÇÁ¸°ÆÃÀ» È°¿ëÇÑ ¼ºñ½º À¯Çü ºÐ·ù |
¿µ¹®Á¦¸ñ(English Title) |
Classification of Service Types using Website Fingerprinting in Anonymous Encrypted Communication Networks |
ÀúÀÚ(Author) |
±¸µ¿¿µ
Dongyoung Koo
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¿ø¹®¼ö·Ïó(Citation) |
VOL 11 NO. 04 PP. 0127 ~ 0132 (2022. 04) |
Çѱ۳»¿ë (Korean Abstract) |
Å丣 (Tor, The Onion Router)¿Í °°ÀÌ ´Ù¼öÀÇ °¡»ó ÄÄÇ»ÅÍ ¹× ³×Æ®¿öÅ©¸¦ °æÀ¯ÇÔÀ¸·Î½á ÀÌ¿ëÀÚÀÇ ÀÎÅÍ³Ý Á¢¼Ó¿¡ ´ëÇÑ ÃßÀûÀ» ¾î·Æ°Ô ÇÏ´Â ÀÍ¸í ¾ÏÈ£Åë½Å ³×Æ®¿öÅ©´Â µ¥ÀÌÅÍ ¼Û¼ö½Å °úÁ¤¿¡¼ÀÇ »ç¿ëÀÚ ¹× µ¥ÀÌÅÍ ÇÁ¶óÀ̹ö½Ã º¸È£¸¦ ±× ¿î¿µ¸ñÀûÀ¸·Î ÇÏ°í ÀÖ´Ù. ÇÏÁö¸¸ ÀÌ·¯ÇÑ ÀÍ¸í ¾ÏÈ£Åë½Å ³×Æ®¿öÅ©¸¦ ÅëÇÑ ºÒ¹ý ÄÜÅÙÃ÷ °øÀ¯ ¹× ¹«±â°Å·¡ µî ºÎÀûÀýÇÑ ¿ëµµ·ÎÀÇ ¾Ç¿ë ¹× ¿À¿ë¿¡ ÀÖ¾î, ±âÁ¸ÀÇ Å½Áö ±â¹ýÀ» Àû¿ëÇϰųª ÀûÀýÇÑ ´ëÀÀÃ¥À» ¸¶·ÃÇϱ⿡´Â ¾î·Á¿òÀÌ µû¸¥´Ù. º» ³í¹®¿¡¼´Â ÀÍ¸í ¾ÏÈ£Åë½Å¿¡¼µµ ƯÁ¤ »çÀÌÆ®¿¡ ´ëÇÑ Á¢±Ù Á¤º¸¸¦ ³ôÀº Á¤È®µµ·Î À¯ÃßÇÒ ¼ö ÀÖ´Â À¥»çÀÌÆ® ÇΰÅÇÁ¸°Æà (website fingerprinting) ±â¹ýÀ» È®ÀåÇÏ¿©, ƯÁ¤ »çÀÌÆ® »Ó ¾Æ´Ï¶ó ¾Ë·ÁÁöÁö ¾ÊÀº »çÀÌÆ®¿¡ ´ëÇؼµµ ¼ºñ½º À¯ÇüÀ» ƯÁ¤ÇÏ°í ºÐ·ùÇÏ´Â ¹æ¹ýÀ» °±¸ÇÔÀ¸·Î½á ¾ÇÀÇÀû ¸ñÀû¿¡ È°¿ëµÉ ¼ö ÀÖ´Â Àº´Ð »çÀÌÆ® ¶Ç´Â ÀáÀçÀû ºÒ¹ý »çÀÌÆ®¿¡ ´ëÇÑ ½Äº° ¹æ¾ÈÀ» Á¦½ÃÇÑ´Ù. |
¿µ¹®³»¿ë (English Abstract) |
An anonymous encrypted communication networks that make it difficult to identify the trace of a user¡¯s access by passing through several virtual computers and/or networks, such as Tor, provides user and data privacy in the process of Internet communications. However, when it comes to abuse for inappropriate purposes, such as sharing of illegal contents, arms trade, etc. through such anonymous encrypted communication networks, it is difficult to detect and take appropriate countermeasures. In this paper, by extending the website fingerprinting technique that can identify access to a specific site even in anonymous encrypted communication, a method for specifying and classifying service types of websites for not only well-known sites but also unknown sites is proposed. This approach can be used to identify hidden sites that can be used for malicious purposes. |
Å°¿öµå(Keyword) |
Å丣 ³×Æ®¿öÅ©
¸Ó½Å·¯´×
À¥»çÀÌÆ® ÇΰÅÇÁ¸°ÆÃ
¼ºñ½º À¯Çü
ºÐ·ù
TOR Network
Machine Learning
Website Fingerprinting
Service Types
Classification
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ÆÄÀÏ÷ºÎ |
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