Towards Detecting and Classifying Network Intrusion Traffic Using Deep Learning Frameworks

Authors: Ram B. Basnet, Riad Shash, Clayton Johnson, Lucas Walgren, and Tenzin Doleck

DOI: 10.22667/JISIS.2019.11.30.001

Pages: 1-17

Keywords: Intrusion Detection, Deep Learning, Network Security, Web Security, Brute Force, Machine Learning, IDS

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A Belief Rule Based Expert System to Assess Hypertension under Uncertainty

Authors: Mohammad Shahadat Hossain, Fatema-Tuj-Johora, and Karl Andersson

DOI: 10.22667/JISIS.2019.11.30.018

Pages: 18-38

Keywords: Expert System, Belief Rule Base, Hypertension, Uncertainty, Knowledge Base

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Intelligent Malware Detection Based on Hybrid Learning of API and ACG on Android

Authors: Kichang Kim, Eunbyeol Ko, Jinsung Kim, and Jeong Hyun Yi

DOI: 10.22667/JISIS.2019.11.30.039

Pages: 39-48

Keywords: Malware Detection, Machine Learning, API, API Call Graph

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DCTG: Degree Constrained Topology Generation Algorithm for Software-defined Satellite Network

Authors: Zhe Tu, Huachun Zhou, Kun Li, and Guanglei Li

DOI: 10.22667/JISIS.2019.11.30.049

Pages: 49-58

Keywords: Degree Constrained, Software-Defined Satellite Networks, Topology Algorithm

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Supervised learning-based Lifetime Extension of Wireless Sensor Network Nodes

Authors: Jaewoong Kang, Jongmo Kim, and Mye Sohn

DOI: 10.22667/JISIS.2019.11.30.059

Pages: 59-67

Keywords: Sustainability, Wireless Sensor Network, Interval Determination, Machine Learning

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Anomaly Detection Technology Using Potential Difference Displacement Detection of Data Bus

Authors: Hye Lim Jeong, Sung Kyu Ahn, Sung Hoon Baek, and Ki-Woong Park

DOI: 10.22667/JISIS.2019.11.30.068

Pages: 68-77

Keywords: Ransomware Detection, Entropy, Computation-less, Abnormal Data Flow

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