| Presentation | 2009-11-13 Web Tracking Site Detection and Blacklist Generation Based on Temporal Link Analysis Akira YAMADA, Masanori HARA, Yutaka MIYAKE, Kazuo HASHIMOTO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Web tracking sites or Web bugs are potential but serious threats to users' privacy during Web browsing. Web sites and their associated advertising sites surreptitiously gather the profiles of visitors and possibly abuse or improperly expose them, even if visitors do not provide their profiles consciously. In order to prevent such sites in a corporate network, most companies employ filters that rely on blacklists, however, these lists are insufficient. In this paper, we propose Web tracking sites detection and blacklist generation based on temporal link analysis. Our proposal analyzes traffic at the network gateway so that it can monitor all tracking sites in the administrative network. The proposed algorithm constructs a graph between sites and their visited time in order to characterize each site. Then, the system classifies suspicious sites using machine-learning algorithms. We confirm that 62-73% of detected tracking sites are listed on public blacklists, and 96% of unlisted sites are unknown or suspicious tracking sites. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Tracking site / Web bug / Web Privacy / Blacklist / Temporal Link Analysis / Machine Learning |
| Paper # | ICSS2009-58 |
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| Conference Information | |
| Committee | ICSS |
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| Conference Date | 2009/11/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Information and Communication System Security (ICSS) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Web Tracking Site Detection and Blacklist Generation Based on Temporal Link Analysis |
| Sub Title (in English) | |
| Keyword(1) | Tracking site |
| Keyword(2) | Web bug |
| Keyword(3) | Web Privacy |
| Keyword(4) | Blacklist |
| Keyword(5) | Temporal Link Analysis |
| Keyword(6) | Machine Learning |
| 1st Author's Name | Akira YAMADA |
| 1st Author's Affiliation | KDDI R & D Laboratories Inc.() |
| 2nd Author's Name | Masanori HARA |
| 2nd Author's Affiliation | KDDI Corporation |
| 3rd Author's Name | Yutaka MIYAKE |
| 3rd Author's Affiliation | KDDI R & D Laboratories Inc. |
| 4th Author's Name | Kazuo HASHIMOTO |
| 4th Author's Affiliation | Graduate School of Information Science, Tohoku University |
| Date | 2009-11-13 |
| Paper # | ICSS2009-58 |
| Volume (vol) | vol.109 |
| Number (no) | 285 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |