| Presentation | 2016-03-04 Static Detection of ROP Chain Based on Hidden Markov Model Toshinori Usui, Tomonori Ikuse, Makoto Iwamura, Takeshi Yada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Return-Oriented Programming / malicious document file / hidden Markov model |
| Paper # | ICSS2015-59 |
| Date of Issue | 2016-02-25 (ICSS) |
| Conference Information | |
| Committee | ICSS / IPSJ-SPT |
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| Conference Date | 2016/3/3(2days) |
| 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. |
| Chair | Yutaka Miyake(KDDI R&D Labs.) |
| Vice Chair | Takashi Nishide(Univ. of Tsukuba) / Yoshiaki Shiraishi(Kobe Univ.) |
| Secretary | Takashi Nishide(Mitsubishi Electric) / Yoshiaki Shiraishi(NII) |
| Assistant | Katsunari Yoshioka(Yokohama National Univ.) / Kazunori Kamiya(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication System Security / Special Interest Group on Security Psychology and Trust |
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| Language | JPN |
| 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) |
| Date | 2016-03-04 |
| Paper # | ICSS2015-59 |
| Volume (vol) | vol.115 |
| Number (no) | ICSS-488 |
| Page | pp.pp.71-76(ICSS), |
| #Pages | 6 |
| Date of Issue | 2016-02-25 (ICSS) |