| Presentation | 2019-03-05 Scraping for Statistical Analysis on Dark Web Market Focusing on Cyber Attack 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. However, few studies focus on the analysis and the utilization of dark web markets. In this 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. We also monitor the dark web market and discuss whether it can be applied to prediction and prevention of attacks. Furthermore, in order to alleviate the limit of manual information collection, we are developing a scraping tool that automatically collects information on the dark web market. In this research, we show the countermeasures of the dark web market side, which was discovered by running the scraping tool for statistical analysis of the dark web market. There are three novelty of this research. The first is to develop a tool that can scrape the dark web market and to conduct surveys on actual operation. The second is to clarify that the dark web market side notices and responds to mechanical access focusing on information gathering only. Third, even if the dark web market side has taken measures against scraping, it shows that scraping can be continued by modifying the proposed method of this research. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cyber Security / DDoS / Botnet / Black Market / Dark Web |
| Paper # | NS2018-271 |
| Date of Issue | 2019-02-25 (NS) |
| Conference Information | |
| Committee | IN / NS |
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| Conference Date | 2019/3/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Convention Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Chair | Takuji Kishida(NTT-AT) / Yoshikatsu Okazaki(NTT) |
| Vice Chair | Kenji Ishida(Hiroshima City Univ.) / Akihiro Nakao(Univ. of Tokyo) |
| Secretary | Kenji Ishida(KDDI Research) / Akihiro Nakao(KDDI Research) |
| Assistant | / Kenichi Kashibuchi(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Information Networks / Technical Committee on Network Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Scraping for Statistical Analysis on Dark Web Market Focusing on Cyber Attack |
| Sub Title (in English) | |
| Keyword(1) | Cyber Security |
| Keyword(2) | DDoS |
| Keyword(3) | Botnet |
| Keyword(4) | Black Market |
| Keyword(5) | Dark Web |
| 1st Author's Name | Takahiro Iwanaga |
| 1st Author's Affiliation | University of Tokyo(Univ. of Tokyo) |
| 2nd Author's Name | Akihiro Nakao |
| 2nd Author's Affiliation | University of Tokyo(Univ. of Tokyo) |
| Date | 2019-03-05 |
| Paper # | NS2018-271 |
| Volume (vol) | vol.118 |
| Number (no) | NS-465 |
| Page | pp.pp.455-460(NS), |
| #Pages | 6 |
| Date of Issue | 2019-02-25 (NS) |