| Presentation | 2004/11/27 A Machine Learning Approach to Anti-virus System(Artificial Intelligence I)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining) HOANG KIEMT, THUY NGUYEN THANH, TRUONG MINH NHAT QUANG, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | As the development of Internet nowadays, computer viruses have been a hot story. They more and more seriously infect, destroy and steal data from many computer systems in the world. Therefore, it is necessary to improve the identifying method of an anti-virus system. In this paper, we would like to introduce ah intelligent anti-virus system by using Machine Learning Rule-based Approach. The basic tasks of this project consist of modeling knowledge base, forming rule sets to recognize known viruses, diagnosing and discovering interesting rules from virus database using Data Mining algorithms, finding hidden attributes/behaviors and predicting unknown viruses with Genetic Programming tools. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Machine Learning / Genetic Programming / Data Mining / Computer Virus / Anti-virus |
| Paper # | AI2004-29 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2004/11/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Machine Learning Approach to Anti-virus System(Artificial Intelligence I)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining) |
| Sub Title (in English) | |
| Keyword(1) | Machine Learning |
| Keyword(2) | Genetic Programming |
| Keyword(3) | Data Mining |
| Keyword(4) | Computer Virus |
| Keyword(5) | Anti-virus |
| 1st Author's Name | HOANG KIEMT |
| 1st Author's Affiliation | University of Natural Sciences Ho Chi Minh City() |
| 2nd Author's Name | THUY NGUYEN THANH |
| 2nd Author's Affiliation | Hanoi University of Technology |
| 3rd Author's Name | TRUONG MINH NHAT QUANG |
| 3rd Author's Affiliation | Cantho Inservice University |
| Date | 2004/11/27 |
| Paper # | AI2004-29 |
| Volume (vol) | vol.104 |
| Number (no) | 485 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |