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- 저자 : Majd Latah (검색결과 1 건)
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Minimizing false positive rate for DoS attack detection: A hybrid SDN-based approach
Majd Latah,Levent Toker 한국통신학회 2020 ICT Express Vol.6 No.2
Denial of Service attacks (DoS) are considered to be a major threat against today’s communication networks. Recently, a novel networking paradigm that provides enhanced programming abilities has been proposed to attain an efficient control and management in future networks. In this work, we take the advantage of software-defined networking (SDN) to minimize the false positive rate of DoS attack detection systems. Our system combines flow-based and packet-based approaches to minimize the false positive rate (FPR). The experimental results conducted on NSL-KDD dataset have shown the effectiveness of our proposed approach, which successfully minimized the FPR as low as 0.3%.
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