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| Paper Abstract and Keywords | ||
| Presentation | 2016-03-04 10:30 Static Detection of ROP Chain Based on Hidden Markov Model Toshinori Usui, Tomonori Ikuse, Makoto Iwamura, Takeshi Yada (NTT)  ICSS2015-59 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Threats of targeted attacks have been widely observed. The targeted attacks generally utilize malicious documents that cause malware infection by exploiting a viewer application. To take effective countermeasures against the attacks, detecting on networks as well as on endpoints is desirable. However, existing detection methods are mainly constructed with the dynamic analysis that requires certain execution time and poor for inspecting the whole files on the network. Therefore, quick detection of the malicious documents is a important challenge. In this paper, we propose a method of statically detecting ROP chains included in malicious documents. Our method produces Hidden Markov Model of ROP chain sequences and document sequences by learning known malicious documents. We show that the model can quickly detect the ROP chains included in unknown malicious documents. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Return-Oriented Programming / malicious document file / hidden Markov model / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 488, ICSS2015-59, pp. 71-76, March 2016. | |
| Paper # | ICSS2015-59 | |
| Date of Issue | 2016-02-25 (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 | ICSS2015-59 |
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| Conference Information | |
| Committee | ICSS IPSJ-SPT |
| Conference Date | 2016-03-03 - 2016-03-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Academic Center for Computing and Media Studies, Kyoto University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Information and Communication System Security, etc. |
| Paper Information | |
| Registration To | ICSS |
| Conference Code | 2016-03-ICSS-SPT |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Static Detection of ROP Chain Based on Hidden Markov Model |
| Sub Title (in English) | |
| Keyword(1) | Return-Oriented Programming |
| Keyword(2) | malicious document file |
| Keyword(3) | hidden Markov model |
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| 1st Author's Name | Toshinori Usui |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
| 2nd Author's Name | Tomonori Ikuse |
| 2nd Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
| 3rd Author's Name | Makoto Iwamura |
| 3rd Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
| 4th Author's Name | Takeshi Yada |
| 4th Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
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| Speaker | 1 |
| Date Time | 2016-03-04 10:30:00 |
| Presentation Time | 30 |
| Registration for | ICSS |
| Paper # | IEICE-ICSS2015-59 |
| Volume (vol) | IEICE-115 |
| Number (no) | no.488 |
| Page | pp.71-76 |
| #Pages | IEICE-6 |
| Date of Issue | IEICE-ICSS-2016-02-25 |
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