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Artificial Intelligence and Security

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

  • Conference proceedings
  • © 2021

Overview

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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  3. Zhihua Xia

    1. Jinan University, Guangzhou, China

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  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 12736)

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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Table of contents (62 papers)

  1. Front Matter

    Pages i-xxiv
    Download chapter PDF

  2. Artificial Intelligence

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Research on Spoofing Jamming of Integrated Navigation System on UAV

      • Zeying Wang, Haiquan Wang, Ning Cao
      Pages 3-13

    3. Multi-penalty Functions GANs via Multi-task Learning

      • Hongyou Chen, Hongjie He, Fan Chen
      Pages 14-26

    4. Community Detection Model Based on Graph Representation and Self-supervised Learning

      • Feng Qiao, Chenxi Huang, Song Xu, Jin Qi
      Pages 27-40

    5. Efficient Distributed Stochastic Gradient Descent Through Gaussian Averaging

      • Kaifan Hu, Chengkun Wu, En Zhu
      Pages 41-52

    6. Application Research of Improved Particle Swarm Optimization Algorithm Used on Job Shop Scheduling Problem

      • Guangzhi Xu, Tong Wu
      Pages 53-65

    7. Artificial Intelligence Chronic Disease Management System Based on Medical Resource Perception

      • Yuntao Ma, Genxin Chen, Wenqing Yan, Bin Xu, Jin Qi
      Pages 66-77

    8. Research on Deep Learning Denoising Method in an Ultra-Fast All-Optical Solid-State Framing Camera

      • Jian Zhou, Zhuping Wang, Tao Wang, Qing Yang, Keyao Wen, Xin Yan et al.
      Pages 78-85

    9. LSTM-XGBoost Application of the Model to the Prediction of Stock Price

      • Sun Yu, Liwei Tian, Yijun Liu, Yuankai Guo
      Pages 86-98

    10. Test of Integrated Urban Rail Transit Vehicle-to-Ground Communication System Based on LTE-U Technology

      • Tong Gan, Qiang Ma, Xin-Hua Shen, Yi-Dong Jia
      Pages 99-108

    11. Research on Efficient Image Inpainting Algorithm Based on Deep Learning

      • Tao Qin, Juanjuan Liu, Wenchao Xue
      Pages 109-120

    12. Subspace Classification of Attention Deficit Hyperactivity Disorder with Laplacian Regularization

      • Yuan Wang, Yuan Gao, Junping Jiang, Min Lin, Yibin Tang
      Pages 121-131

    13. Study the Quantum Transport Process: Machine Learning Simulates Quantum Conditional Master Equation

      • Yong Hu, Xiao-Yu Li, Qin-Sheng Zhu
      Pages 132-143

    14. Neural Network Study Quantum Synchronization and Quantum Correlation Under Non-zero Temperature

      • Qing Yang, Qin-Sheng Zhu, Qing-Yu Meng, Yong Hu, Xiao-Yu Li
      Pages 144-154

    15. Research on Intelligent Cloud Manufacturing Resource Adaptation Methodology Based on Reinforcement Learning

      • Zixuan Fang, Qiao Hu, Hairong Sun, Genxin Chen, Jin Qi
      Pages 155-166

    16. Automatic CT Lesion Detection Based on Feature Pyramid Inference with Multi-scale Response

      • Yangyang Tang, Zhe Liu, Yuqing Song, Kai Han, Jun Su, Wenqiang Wang et al.
      Pages 167-179

    17. A Survey of Chinese Anaphora Resolution

      • Shengnan Li, Weiguang Qu, Tingxin Wei, Junsheng Zhou, Yanhui Gu, Bin Li
      Pages 180-192

    18. Efficient 3D Pancreas Segmentation Using Two-Stage 3D Convolutional Neural Networks

      • Wenqiang Wang, Zhe Liu, Yuqing Song, Jun Su, Yangyang Tang, Aihong Yu et al.
      Pages 193-204

    19. Multi-UAV Task Allocation Method Based on Improved Bat Algorithm

      • Jiaqi Shi, Li Tan, Xiaofeng Lian, Xinyue Lv, Tianying Xu
      Pages 205-213
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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

Keywords

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

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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