Cyber security intelligence and analytics : Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics (CSIA 2020).: Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics (CSIA 2020). Volume 1 (2020)

• Record Type: Book
• Other Titles: CSIA 2020
• Further Information: Note: Zheng Xu, Reza M. Parizi, Mohammad Hammoudeh, Octavio Loyola-González, editors.
• Other Names: Xu, Zheng; Parizi, Reza M; Hammoudeh, Mohammad; Loyola-González, Octavio; International Conference on Cyber Security Intelligence and Analytics
• Contents: Intro -- Foreword -- Organization -- Steering Committee Chair -- General Chair -- Program Committee Chairs -- Publication Chairs -- Publicity Chairs -- Local Organizing Chairs -- Program Committee Members -- Contents -- Technical Tracks 1: Cyber Intelligence and Analytics from Different Layers of Network Space Solutions -- Computer Network Information Security Protection Strategy Based on Clustering Algorithms -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Troubles in Computer Network Information Security -- 2.2 Cluster Analysis Technology -- 2.3 Improved K-Means Clustering Algorithms 3 Experimental Simulation and Experimental Data -- 4 Experiments and Discussions -- 4.1 Experimental Process -- 4.2 Experimental Summary -- 5 Conclusion -- References -- Network Communication Security Program Design Based on Wireless Router -- Abstract -- 1 Introduction -- 2 TCM Module Platform Structure -- 2.1 Trusted Cryptographic Module -- 2.2 Trusted Cryptographic Service Module (TSM) -- 3 TCM Certification Based on 802.1X -- 4 System Test -- 4.1 Test Process -- 4.2 Test Result Analysis -- 5 Conclusion -- References Network Intrusion Detection Model Based on Improved Convolutional Neural Network -- Abstract -- 1 Introduction -- 2 Convolution Neural Network Based on Genetic Algorithm -- 3 Intrusion Detection Experiment Based on Genetic Convolution Neural Network -- 3.1 Chromosome Coding and Fitness Function -- 3.2 Experimental Model Settings -- 3.3 Comparison Experiment Settings -- 3.4 Experimental Results and Analysis -- 4 Conclusion -- References -- Overall Layout and Security Measures of Campus Wireless Local Area Networks -- Abstract -- 1 Introduction -- 2 Methods and Techniques 2.1 Demand of Campus Network -- 2.2 Network Structure and Engineering Wiring (Fig. 1) -- 2.3 Business Deployment of the Campus Wireless Network (Fig. 2) -- 2.4 Management Mode of Campus Wireless Network (Fig. 3) -- 3 Security of Campus WLAN -- 3.1 Common Security Risks of Campus Wireless Network -- 3.1.1 DSSS Risks -- 3.1.2 WEP Security Vulnerability -- 3.1.3 Hardware Stolen -- 3.1.4 Fake Access Point -- 3.1.5 Other Hidden Dangers -- 3.2 Prevention Strategies -- 3.2.1 WLAN Authentication -- 3.2.2 Reasonable Installation of Wireless Network Equipment 3.2.3 Using Static IP Address and Intrusion Detection Tool -- 3.2.4 Set up Additional Third-Party Data Encryption Scheme -- 4 Summary and Prospect -- References -- Application of Computer Network Anomaly Recognition Based on Artificial Intelligence -- Abstract -- 1 Introduction -- 2 Current Status of Artificial Intelligence in Network Anomaly Diagnostic Applications -- 3 Network Management Based on Artificial Intelligence -- 4 Analysis of Basic Characteristics of Network Anomaly -- 4.1 Hierarchy -- 4.2 Transmissibility -- 4.3 Correlation -- 4.4 Randomness
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource (840 pages)
• Subjects: 005.8; Computer security -- Congresses; Computer networks -- Security measures -- Congresses; Computer networks -- Security measures; Computer security; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783030433062; 3030433064
• Related ISBNs: 9783030433055
• Notes: Note: Print version record.
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