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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
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.
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
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)
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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  
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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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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