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- W2767446073 abstract "In this paper, the optimal brain surgeon (OBS) strategy is introduced to improve the iterative rule of non-negative matrix factorization (NMF) algorithm for intrusion detection, which is called OBS-NMF algorithm. A new convergence condition and criterion function are proposed to improve the performance of the OBS-NMF algorithm. Then the proposed method is applied in the HIDS and NIDS, the experimental results show that our method can obtain higher accuracy and better stability than the NMF algorithm, and achieves satisfying detection performance. The improved OBS-NMF algorithm is also suitable for real-time intrusion detection." @default.
- W2767446073 created "2017-11-17" @default.
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- W2767446073 date "2017-01-01" @default.
- W2767446073 modified "2023-09-23" @default.
- W2767446073 title "Improved OBS-NMF Algorithm for Intrusion Detection" @default.
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- W2767446073 doi "https://doi.org/10.1007/978-981-10-7179-9_47" @default.
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