| Presentation | 2018-07-11 [Encouragement Talk] Proposal of Automatic Data Collection and Repository Generation for Statistical Analysis and Visualization of Dark Web Markets Takahiro Iwanaga, Akihiro Nakao, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, cyber attack tools and attack agency services are traded in markets called “Dark Web Markets” developed in the dark web. Through dark web markets, it becomes possible for anyone to launch sophisticated attacks. Our past research, we focus on Botnet and DDoS attack agency services in dark web markets and investigate, analyze, and discuss the types of services, price quotes, market size, and the impact of transactions on the real world. Our past research presents three novelties: First, we conduct a statistical analysis of the dark web market, revealing the correlation between actual DDoS attacks and the timing of reviews in the market, which implies that the market is functioning for trading the attacks in the real world. Second, we analyze and gather the information obtained from the economically mature dark web markets and indicate the possibility for utilizing it for cyber security. Third, we also investigate into an emerging technology for developing dark nets other than Tor, such as I2P. In this research, in order to improve the efficiency of statistical analysis, we propose "visualization of information / data repository" obtained from the dark web market by automation method. In addition, we develop a scraping tool for crawling dark web markets and show that it is possible to automate collection of information on the markets. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cyber Security / DDoS / Botnet / Black Marketg / Dark Web / Scrapin |
| Paper # | NS2018-41 |
| Date of Issue | 2018-07-04 (NS) |
| Conference Information | |
| Committee | ASN / NS / RCS / SR / RCC |
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| Conference Date | 2018/7/11(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hakodate Arena |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Wireless Distributed Network, Machine Learning and AI for Wireless Communications and Networks, M2M (Machine-to-Machine), D2D (Device-to-Device), IoT（Internet of Things）, etc. |
| Chair | Hiraku Okada(Nagoya Univ.) / Yoshikatsu Okazaki(NTT) / Tomoaki Otsuki(Keio Univ.) / Kenta Umebayashi(Tokyo Univ. of Agric. and Tech.) / Kazunori Hayashi(Osaka City Univ.) |
| Vice Chair | Koji Yamamoto(Kyoto Univ.) / Jin Nakazawa(Keio Univ.) / Kazuya Monden(Hitachi) / Akihiro Nakao(Univ. of Tokyo) / Eisuke Fukuda(Fujitsu Labs.) / Satoshi Suyama(NTT DoCoMo) / Fumiaki Maehara(Waseda Univ.) / Masayuki Ariyoshi(NEC) / Suguru Kameda(Tohoku Univ.) / Shunichi Azuma(Nagoya Univ.) / HUAN-BANG LI(NICT) |
| Secretary | Koji Yamamoto(NICT) / Jin Nakazawa(Sophia Univ.) / Kazuya Monden(Kanagawa Inst. of Tech.) / Akihiro Nakao(NTT) / Eisuke Fukuda(Osaka Pref Univ.) / Satoshi Suyama(Hokkaido Univ.) / Fumiaki Maehara(NTT) / Masayuki Ariyoshi(NICT) / Suguru Kameda(ATR) / Shunichi Azuma(Univ. of Electro-Comm.) / HUAN-BANG LI(Kagawa Univ.) |
| Assistant | Masafumi Hashimoto(Osaka Univ.) / Tomoyuki Ota(Hiroshima City Univ.) / Tatsuya Kikuzuki(Fujitu Lab.) / Ryo Nakano(HITACHI) / Yoshifumi Hotta(Mitsubishi Electric) / Kenichi Kashibuchi(NTT) / Kazushi Muraoka(NTT DOCOMO) / Shinsuke Ibi(Osaka Univ.) / Hiroshi Nishimoto(Mitsubishi Electric) / Koichi Adachi(Univ. of Electro-Comm.) / Osamu Nakamura(Sharp) / Gia Khanh Tran(Tokyo Inst. of Tech.) / Syusuke Narieda(Mie Univ.) / Koji Ohshima(Kozo Keikaku Engineering) / Mai Ohta(Fukuoka Univ.) / Teppei Oyama(Fujitsu Lab.) / Toshinori Kagawa(NICT) / Masateru Ogura(NAIST) |
| Paper Information | |
| Registration To | Technical Committee on Ambient intelligence and Sensor Networks / Technical Committee on Network Systems / Technical Committee on Radio Communication Systems / Technical Committee on Smart Radio / Technical Committee on Reliable Communication and Control |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Encouragement Talk] Proposal of Automatic Data Collection and Repository Generation for Statistical Analysis and Visualization of Dark Web Markets |
| Sub Title (in English) | |
| Keyword(1) | Cyber Security |
| Keyword(2) | DDoS |
| Keyword(3) | Botnet |
| Keyword(4) | Black Marketg |
| Keyword(5) | Dark Web |
| Keyword(6) | Scrapin |
| 1st Author's Name | Takahiro Iwanaga |
| 1st Author's Affiliation | The University of Tokyo(The Univ. of Tokyo) |
| 2nd Author's Name | Akihiro Nakao |
| 2nd Author's Affiliation | The University of Tokyo(The Univ. of Tokyo) |
| Date | 2018-07-11 |
| Paper # | NS2018-41 |
| Volume (vol) | vol.118 |
| Number (no) | NS-124 |
| Page | pp.pp.25-30(NS), |
| #Pages | 6 |
| Date of Issue | 2018-07-04 (NS) |