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Titlebook: Intelligence and Security Informatics; 11th Pacific Asia Wo Michael Chau,G. Alan Wang,Hsinchun Chen Conference proceedings 2016 Springer In

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發(fā)表于 2025-3-25 03:30:48 | 只看該作者
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k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approachsearches over dataset of sparse high-dimensional descriptors of network traffic. We show the classification based on approximate k-NN search using metric index exhibits false positive rate reduced by an order of magnitude when compared to the state of the art method, while keeping the classification
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Small State Acquisition of Offensive Cyberwarfare Capabilities: Towards Building an Analytical Framer which acquiring such capabilities is advantageous to a small state. First, the paper will offer a comprehensive analysis of the characteristics and limitations of OCWC, arguing that military conflicts are unlikely to be won solely by cyber weapons. Second, it analyses potential and likely uses of
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Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Dataguaranteed to be balanced and diverse, which improves the performance of RF on imbalanced data. We have conducted a series of experiments, and the experimental results have shown that the proposed method is more effective than some existing sampling methods.
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發(fā)表于 2025-3-26 17:24:20 | 只看該作者
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