Improved method of Tor network flow watermarks based on IPD interval
Tor is an anonymous network mechanism that provides services for hiding traffic sources, but it has the problem that the entry traffic flows of Tor are clearly identifiable. Bridge protocols such as obfs4 come into being to solve this problem, which brings new challenges that have not yet been overc...
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
POSTS&TELECOM PRESS Co., LTD
2019-08-01
|
| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2019041 |
| _version_ | 1811290088329445376 |
|---|---|
| author | DU Jie, HE Yongzhong, DU Ye |
| author_facet | DU Jie, HE Yongzhong, DU Ye |
| author_sort | DU Jie, HE Yongzhong, DU Ye |
| collection | DOAJ |
| description | Tor is an anonymous network mechanism that provides services for hiding traffic sources, but it has the problem that the entry traffic flows of Tor are clearly identifiable. Bridge protocols such as obfs4 come into being to solve this problem, which brings new challenges that have not yet been overcome. An IPD interval scheme is proposed, which uses the clustering characteristics of k-means to improve the original scheme, so that the added flow watermark can be detected efficiently in the three modes of obfs4 bridges. The results of experiments show that the improved algorithm has higher detection rate and recognition rate, and has good adaptability to variable netflow traffic, which is conducive to the construction of a nice secure network environment. |
| first_indexed | 2024-04-13T04:06:39Z |
| format | Article |
| id | doaj.art-794ffe01b0d64b629a76063e04e4cfe5 |
| institution | Directory Open Access Journal |
| issn | 2096-109X |
| language | English |
| last_indexed | 2024-04-13T04:06:39Z |
| publishDate | 2019-08-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj.art-794ffe01b0d64b629a76063e04e4cfe52022-12-22T03:03:14ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2019-08-0154919810.11959/j.issn.2096-109x.2019041Improved method of Tor network flow watermarks based on IPD intervalDU Jie, HE Yongzhong, DU Ye0School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, ChinaTor is an anonymous network mechanism that provides services for hiding traffic sources, but it has the problem that the entry traffic flows of Tor are clearly identifiable. Bridge protocols such as obfs4 come into being to solve this problem, which brings new challenges that have not yet been overcome. An IPD interval scheme is proposed, which uses the clustering characteristics of k-means to improve the original scheme, so that the added flow watermark can be detected efficiently in the three modes of obfs4 bridges. The results of experiments show that the improved algorithm has higher detection rate and recognition rate, and has good adaptability to variable netflow traffic, which is conducive to the construction of a nice secure network environment.http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2019041active traffic analysisnetwork flow watermarksanonymous communicationtor |
| spellingShingle | DU Jie, HE Yongzhong, DU Ye Improved method of Tor network flow watermarks based on IPD interval 网络与信息安全学报 active traffic analysis network flow watermarks anonymous communication tor |
| title | Improved method of Tor network flow watermarks based on IPD interval |
| title_full | Improved method of Tor network flow watermarks based on IPD interval |
| title_fullStr | Improved method of Tor network flow watermarks based on IPD interval |
| title_full_unstemmed | Improved method of Tor network flow watermarks based on IPD interval |
| title_short | Improved method of Tor network flow watermarks based on IPD interval |
| title_sort | improved method of tor network flow watermarks based on ipd interval |
| topic | active traffic analysis network flow watermarks anonymous communication tor |
| url | http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2019041 |
| work_keys_str_mv | AT dujieheyongzhongduye improvedmethodoftornetworkflowwatermarksbasedonipdinterval |