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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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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 fast enough.
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978-3-319-31862-2Springer International Publishing Switzerland 2016
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Intelligence and Security Informatics978-3-319-31863-9Series ISSN 0302-9743 Series E-ISSN 1611-3349
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The Use of Reference Graphs in the Entity Resolution of Criminal Networksn management stages within an ER model to support the detection of non-obvious duplicate entities. Utility is clearly demonstrated through the application of the approach on three real-world datasets of varying origin, size, topology, and heterogeneity.
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Small State Acquisition of Offensive Cyberwarfare Capabilities: Towards Building an Analytical Frame iteration of an analytic framework designed to provide a customized estimate of the desirability of OCWC acquisition for individual small states. The model is demonstrated by a case study on a member of the Five Eyes intelligence network and quintessential small state: New Zealand.
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