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| Presentation | 2015-06-12 14:10 Can internet measurement be a noise for analysis of darknet? Yumehisa Haga, Akira Saso, Tatsuya Mori, Shigeki Goto (Waseda Univ.)  IA2015-15 ICSS2015-15 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Darknet is a passive sensor system dedicated to monitoring traffic routed to unused IP address space. Darknets have been widely used as a tool to detect potentially malicious activities, such as propagating worms, because most packets observed in a darknet can be assumed to have been originated from nonlegitimate hosts. However, recent commoditization of Internet-scale survey traffic originated from legitimate hosts could overwhelm the traffic originally supposed to be monitored with a darknet's sensor. Based on this observation, we posed the following research question: "Can the Internet-scale survey traffic become noise when we analyze darknet traffic?" To answer the research question, this work proposes a novel framework called ID2 that aims to increase the darkness of darknet traffic, i.e., ID2 attempts to automatically discriminate between Internet-scale survey traffic originating from legitimate hosts and other traffic potentially associated with malicious activities. ID2 leverages two intrinsic characteristics of Internet-scale survey traffic: a network-level property and some form of footprints explicitly indicated by surveyors. Through the extensive analysis of traffic using ID2, we revealed that Internet-scale traffic actually can be noise when we analyzed darknet traffic. We also demonstrated that the discrimination of survey traffic enabled us to expose hidden traffic anomalies, which were invisible without our technique. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Darknet / / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 80, IA2015-15, pp. 81-86, June 2015. | |
| Paper # | IA2015-15 | |
| Date of Issue | 2015-06-04 (IA, ICSS) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | IA2015-15 ICSS2015-15 |
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| Conference Information | |
| Committee | IA ICSS |
| Conference Date | 2015-06-11 - 2015-06-12 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Internet Security, etc. |
| Paper Information | |
| Registration To | IA |
| Conference Code | 2015-06-IA-ICSS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Can internet measurement be a noise for analysis of darknet? |
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| Keyword(1) | Darknet |
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| 1st Author's Name | Yumehisa Haga |
| 1st Author's Affiliation | Waseda University (Waseda Univ.) |
| 2nd Author's Name | Akira Saso |
| 2nd Author's Affiliation | Waseda University (Waseda Univ.) |
| 3rd Author's Name | Tatsuya Mori |
| 3rd Author's Affiliation | Waseda University (Waseda Univ.) |
| 4th Author's Name | Shigeki Goto |
| 4th Author's Affiliation | Waseda University (Waseda Univ.) |
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| Speaker | Author-1 |
| Date Time | 2015-06-12 14:10:00 |
| Presentation Time | 20 minutes |
| Registration for | IA |
| Paper # | IA2015-15, ICSS2015-15 |
| Volume (vol) | vol.115 |
| Number (no) | no.80(IA), no.81(ICSS) |
| Page | pp.81-86 |
| #Pages | 6 |
| Date of Issue | 2015-06-04 (IA, ICSS) |
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