Sungmoon Cheong

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— For multi-class classification with Support Vector Machines (SVMs) a binary decision tree architecture is proposed for computational efficiency. The proposed SVM-based binary tree takes advantage of both the efficient computation of the tree architecture and the high classification accuracy of SVMs. A modified Self-Organizing Map (SOM), K-SOM(More)
As cyber attacks by the malicious users are increased with vulnerabilities in software, fuzz testing is emerging as an effective way to find out a security bug. Fuzz testing is mainly used in verifying the robustness of software by injecting the random or semi-valid data to areas such as network port, API and user interface. In fuzz testing of network(More)
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