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Applications and Techniques in Information Security

12th International Conference, ATIS 2021, Virtual Event, December 16–17, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Shiva Raj Pokhrel

    1. Deakin University, Burwood, Australia

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  2. Min Yu

    1. Chinese Academy of Sciences, Beijing, China

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    You can also search for this editor in PubMed   Google Scholar

  3. Gang Li

    1. Deakin University, Burwood, Australia

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1554)

Included in the following conference series:

Conference proceedings info: ATIS 2021.

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Table of contents (13 papers)

  1. Front Matter

    Pages i-x
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  2. Machine Learning

    1. Front Matter

      Pages 1-1
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    2. Prediction of the Water Cut with the Hybrid Optimized SVR

      • Shaowei Pan, Yuhui Mou, Zechen Zheng
      Pages 3-12

    3. Research on Interlayer Recognition Based on Intelligent Optimization Algorithms and Convolutional Neural Networks

      • Shaowei Pan, Mingzhu Kang, Zhi Guo, Haining Luo
      Pages 13-20

    4. Near Real-Time Federated Machine Learning Approach Over Chest Computed Tomography for COVID-19 Diagnosis

      • Yang Cao
      Pages 21-36

    5. Risk Prediction in Real Estate Investment to Protect Against Asset Bubbles

      • Balachandra Muniyal, Sumith N., Sriraksha Nayak, Namratha Prabhu
      Pages 37-52

    6. Cognitive Artificial Intelligence Computing Modeling Process in Meta Cognitive Architecture Carina

      • Ojaswi Bhimineni, Geda Sai Venkata Abhijith, Srikanth Prabhu
      Pages 53-61

    7. Effectiveness of the Use of Golden Ratio in Identifying Similar Faces Using Ensemble Learning

      • Gangothri Sanil, Krishna Prakash, Srikanth Prabhu, Vinod C. Nayak
      Pages 62-80

  3. Anomaly and Intrusion Detection

    1. Front Matter

      Pages 81-81
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    2. Detecting Anomalies in Natural Gas Production: A Boosting Tree Based Model

      • Sibo Yang, Zhenjia Wang, Liping Liu, Yang Liu, Hu Chen, Xichen Tang
      Pages 83-95

    3. A Framework Based Isolation Forest for Detecting Anomalies in Natural Gas Production

      • Shujuan Chen, Zhenjia Wang, Liping Liu, Yang Liu, Hu Chen, Xichen Tang
      Pages 96-108

    4. A Survey of BGP Anomaly Detection Using Machine Learning Techniques

      • Noor Hadi Hammood, Bahaa Al-Musawi, Ahmed Hazim Alhilali
      Pages 109-120

    5. Flow-Based Intrusion Detection Systems: A Survey

      • Aliaa Al-Bakaa, Bahaa Al-Musawi
      Pages 121-137

  4. Cloud and IoT

    1. Front Matter

      Pages 139-139
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    2. A Novel SDN-Based IOT Security Architecture Model for Big Data

      • Ojaswi Bhimineni, Geda Sai Venkata Abhijith, Srikanth Prabhu
      Pages 141-148

    3. Cloud Effects on Organisational Performance: A Local Government Perspective

      • Prasanna Balasooriya, Santoso Wibowo, Marilyn Wells, Steven Gordon
      Pages 149-156

  5. Communication and Data Mining

    1. Front Matter

      Pages 157-157
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    2. RTOS Based Embedded Solution for Multi-purpose Radio Frequency Communication

      • Meghang Nagavekar, Arthur Gomes, Srikanth Prabhu
      Pages 159-171

  6. Back Matter

    Pages 173-173
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Other volumes

  1. Applications and Techniques in Information Security

Keywords

About this book

This book constitutes the refereed proceedings of the 12th International Conference on Applications and Techniques in Information Security, ATIS 2021, held as a virtual event in December 2021. 

The 9 full papers along with the 5 short papers presented in the volume were carefully reviewed and selected from 67 submissions. The papers are focused on all aspects on techniques and applications in information security research. 

Editors and Affiliations

  • Deakin University, Burwood, Australia

    Shiva Raj Pokhrel, Gang Li

  • Chinese Academy of Sciences, Beijing, China

    Min Yu

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