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Link to original content: https://doi.org/10.1007/978-3-030-78612-0
Artificial Intelligence and Security: 7th International Conference, ICAIS 2021, Dublin, Ireland, July 19–23, 2021, Proceedings, Part II | SpringerLink
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Artificial Intelligence and Security

7th International Conference, ICAIS 2021, Dublin, Ireland, July 19–23, 2021, Proceedings, Part II

  • Conference proceedings
  • © 2021

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Editors:
  1. Xingming Sun

    1. Nanjing University of Information Science and Technology, Nanjing, China

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  2. Xiaorui Zhang

    1. Nanjing University of Information Science and Technology, Nanjing, China

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    You can also search for this editor in PubMed   Google Scholar

  3. Zhihua Xia

    1. Jinan University, Guangzhou, China

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    You can also search for this editor in PubMed   Google Scholar

  4. Elisa Bertino

    1. Purdue University, West Lafayette, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12737)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: ICAIS 2021.

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About this book

This two-volume set of LNCS 12736-12737 constitutes the refereed proceedings of the 7th International Conference on Artificial Intelligence and Security, ICAIS 2021, which was held in Dublin, Ireland, in July 2021. The conference was formerly called “International Conference on Cloud Computing and Security” with the acronym ICCCS.

The total of 93 full papers and 29 short papers presented in this two-volume proceedings was carefully reviewed and selected from 1013 submissions. Overall, a total of 224 full and 81 short papers were accepted for ICAIS 2021; the other accepted papers are presented in CCIS 1422-1424. The papers were organized in topical sections as follows:

Part I: Artificial intelligence; and big data

Part II: Big data; cloud computing and security; encryption and cybersecurity; information hiding; IoT security; and multimedia forensics

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Table of contents (61 papers)

  1. Front Matter

    Pages i-xxiii
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  2. Big Data

    1. Front Matter

      Pages 1-1
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    2. Research on Optimization of Data Balancing Partition Algorithm Based on Spark Platform

      • Suzhen Wang, Zhiting Jia, Wenli Wang
      Pages 3-13

    3. Research and Implementation of Dimension Reduction Algorithm in Big Data Analysis

      • Si Yuan He, Shan Li, Chao Guo
      Pages 14-26

    4. Exploring the Informationization of Land Reserve Archives Management

      • YuXian Zhu
      Pages 27-40

    5. Research and Implementation of Anomaly Detection Algorithm in Data Mining

      • Yang Zhou, Fazhou Liu, Shan Li, Chao Guo
      Pages 41-53

    6. An Empirical Study on Data Sampling for Just-in-Time Defect Prediction

      • Haitao Xu, Ruifeng Duan, Shengsong Yang, Lei Guo
      Pages 54-69

    7. Design and Implementation of Data Adapter in SWIM

      • Yangfei Sun, Yuanchun Jiang
      Pages 70-81

  3. Cloud Computing and Security

    1. Front Matter

      Pages 83-83
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    2. Encrypted Medical Records Search with Supporting of Fuzzy Multi-keyword and Relevance Ranking

      • Xiehua Li, Gang Long, Sijie Li
      Pages 85-101

    3. A Container-Oriented Virtual-Machine-Introspection-Based Security Monitor to Secure Containers in Cloud Computing

      • Zhaofeng Yu, Lin Ye, Hongli Zhang, Dongyang Zhan, Shen Su, Zhihong Tian
      Pages 102-111

    4. A Computing Task Offloading Scheme for Mobile Edge Computing

      • Wang Ben, Li Tingrui, Han Xun, Li Huahui
      Pages 112-123

    5. Security Transmission Scheme of Sensitive Data for Mobile Terminal

      • Jicheng He, Minghui Gao, Zhijun Zhang, Li Ma, Zhiyan Ning, Jingyi Cao
      Pages 124-134

    6. Efficient Utilization of Cache Resources for Content Delivery Network Based on Blockchain

      • Hongyan Zhang, Bo Liu, Long Qin, Jing Zhang, Weichao Gong
      Pages 135-146

    7. A Dynamic Processing Algorithm for Variable Data in Intranet Security Monitoring

      • Chunru Zhou, Guo Wu, Junhao Li, Chunrui Zhang
      Pages 147-156

    8. Personalized Recommendation of English Learning Based on Knowledge Graph and Graph Convolutional Network

      • Yuan Sun, Jiaya Liang, Pengchao Niu
      Pages 157-166

    9. Optimizing Data Placement in Multi-cloud Environments Considering Data Temperature

      • Pengwei Wang, Yi Wei, Zhaohui Zhang
      Pages 167-179

    10. Detection of Virtual Machines Based on Thread Scheduling

      • Zhi Lin, Yubo Song, Junbo Wang
      Pages 180-190

    11. Graph Attention Network for Word Embeddings

      • Yunfei Long, Huosheng Xu, Pengyuan Qi, Liguo Zhang, Jun Li
      Pages 191-201

    12. Firewall Filtering Technology and Application Based on Decision Tree

      • Yujie Jin, Qun Wang
      Pages 202-215
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Other volumes

  1. Artificial Intelligence and Security

  2. Artificial Intelligence and Security

  3. Advances in Artificial Intelligence and Security

  4. Advances in Artificial Intelligence and Security

  5. Advances in Artificial Intelligence and Security

Editors and Affiliations

  • Nanjing University of Information Science and Technology, Nanjing, China

    Xingming Sun, Xiaorui Zhang

  • Jinan University, Guangzhou, China

    Zhihua Xia

  • Purdue University, West Lafayette, USA

    Elisa Bertino

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