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  • Bin Liu, Hao Tu
  • 2010
Accurate traffic classification is critical in network security monitoring and traffic engineering. To overcome the deficiencies of traditional traffic classification methods with port mapping and signature matching, several machine learning techniques were proposed. However, there are two main challenges for classifying network traffic using machine(More)
This article presents a masquerade detection system based on correlation eigen matrix and support vector machine (SVM). The system first creates a profile defining a normal user's behavior by correlation eigen matrix, and then compares the similarity of a current behavior with the created profile to decide whether the input instance is valid user or(More)
An increase in hepatic triglyceride (TG) contents usually results in non-alcoholic fatty liver disease (NAFLD) and related metabolic diseases. However, the mechanisms underlying perturbations of hepatic TG homeostasis remain largely unknown. Here, we showed that MicroRNA-124 was up-regulated in the livers of C57BL/6 mice fed a short-term high-fat-diet(More)
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