| Presentation | 2011-06-16 Combining the outcomes of IP reputation services Tatsuya MORI, Kazumichi SATO, Yosuke TAKAHASHI, Tatsuaki KIMURA, Keisuke ISHIBASHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | IP reputation systems establish a service that provides us with the "reputation" of IP addresses, primarily based on past measurement. For instance, several DNSBL (Domain Name System Block List) services provide a list of IP addresses published through the DNS; i.e., they return the negative reputation for IP addresses as potential origins of e-mail spam messages. As there are a lot of independent DNSBL services available on the Internet, it is crucial that we combine the outcomes of those reputation systems. This paper provides simple methods that attempt to extract accurate decision based on multiple outcomes of IP reputation systems. Using e-mail delivery logs collected at an middle-scale enterprise network, we evaluate the effectiveness of the approaches and compare their advantages and disadvantages. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | IP reputation / spam / combining / voting / pattern matching / machine learning |
| Paper # | IA2011-1,ICSS2011-1 |
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| Conference Information | |
| Committee | IA |
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| Conference Date | 2011/6/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Internet Architecture(IA) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Combining the outcomes of IP reputation services |
| Sub Title (in English) | |
| Keyword(1) | IP reputation |
| Keyword(2) | spam |
| Keyword(3) | combining |
| Keyword(4) | voting |
| Keyword(5) | pattern matching |
| Keyword(6) | machine learning |
| 1st Author's Name | Tatsuya MORI |
| 1st Author's Affiliation | NTT Service Integration Laboratories() |
| 2nd Author's Name | Kazumichi SATO |
| 2nd Author's Affiliation | NTT Service Integration Laboratories |
| 3rd Author's Name | Yosuke TAKAHASHI |
| 3rd Author's Affiliation | NTT Service Integration Laboratories |
| 4th Author's Name | Tatsuaki KIMURA |
| 4th Author's Affiliation | NTT Service Integration Laboratories |
| 5th Author's Name | Keisuke ISHIBASHI |
| 5th Author's Affiliation | NTT Service Integration Laboratories |
| Date | 2011-06-16 |
| Paper # | IA2011-1,ICSS2011-1 |
| Volume (vol) | vol.111 |
| Number (no) | 81 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |