مشاهده مشخصات مقاله
Probing Attack Detection on Computer Networks using Support Vector Machine
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Authors |
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Hamid Reza Shoja Moadab
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Mohammad Mehdi Homayounpour
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Conference |
دوازدهمین کنفرانس بینالمللی سالانه انجمن کامپیوتر ایران |
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Abstract |
Attacks on Computer networks can be divided into four groups including denial of service (DOS), unauthorized access
from remote machine (R2L), unauthorized access to super user privileges (U2R) and probing (Probe). Using
information collected from a system along probing attack, an attacker can identify vulnerability of victim system and
specify the kind of attack to penetrate that system. Probing attack is the preamble of other attacks, so if that attack is
detected and prevented, the immunity of the system is more promoted . In this paper we use support vector machine
(SVM) to detect probing attack. The results of our experiments performed on dataset provided by the DARPA intrusion
detection evaluation program; show that SVM classifier outperforms many other classifiers for detection of probing
attacks. |
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قیمت |
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برای اعضای سایت : 100,000 Rial
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برای دانشجویان عضو انجمن : 20,000 Rial
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برای اعضای عادی انجمن : 40,000 Rial
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خرید مقاله
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