| Presentation | 2010-07-08 Analysis of Characteristic Changes by Encryption for Application Identification of Encrypted Traffic Yohei OKADA, Shingo ATA, Nobuyuki NAKAMURA, Yoshihiro NAKAHIRA, Ikuo OKA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In network management, application identification of traffic is important. However, since encrypted traffic has been increasing in recent years, it is becoming difficult to identify the kind of application by methods proposed so far. In application identification, encryption is one of serious factors to degrade the accuracy of identification because it is so hard to infer the original (unencrypted) traffic from the encrypted one. Our research goal is to increase the accuracy of application identification even if there is encrypted traffic. In this paper, we numerically analyze how the characteristics of original traffic are changed by encryption. Specifically, we monitor packets of the same flow, at the points of before/after encryption. We then collect statistical information on monitored flows, and numerically analyze how this information has been changed by encryption. By applying regression analysis, we show that we can estimate the statistical characteristics of original traffic from measured encrypted traffic. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | encryption / application identification / network measurement / statistical information / flow analysis |
| Paper # | IN2010-30 |
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| Conference Information | |
| Committee | IN |
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| Conference Date | 2010/7/1(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Information Networks (IN) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of Characteristic Changes by Encryption for Application Identification of Encrypted Traffic |
| Sub Title (in English) | |
| Keyword(1) | encryption |
| Keyword(2) | application identification |
| Keyword(3) | network measurement |
| Keyword(4) | statistical information |
| Keyword(5) | flow analysis |
| 1st Author's Name | Yohei OKADA |
| 1st Author's Affiliation | Graduate School of Engineering, Osaka City University() |
| 2nd Author's Name | Shingo ATA |
| 2nd Author's Affiliation | Graduate School of Engineering, Osaka City University |
| 3rd Author's Name | Nobuyuki NAKAMURA |
| 3rd Author's Affiliation | Network System Laboratories, Coporate Research & Development Center, Oki Electric Industry Co., Ltb. |
| 4th Author's Name | Yoshihiro NAKAHIRA |
| 4th Author's Affiliation | Network System Laboratories, Coporate Research & Development Center, Oki Electric Industry Co., Ltb. |
| 5th Author's Name | Ikuo OKA |
| 5th Author's Affiliation | Graduate School of Engineering, Osaka City University |
| Date | 2010-07-08 |
| Paper # | IN2010-30 |
| Volume (vol) | vol.110 |
| Number (no) | 116 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |