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Artificial Intelligence and Security

8th International Conference, ICAIS 2022, Qinghai, China, July 15–20, 2022, Proceedings, Part II

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Xingming Sun

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

  2. Xiaorui Zhang

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

  3. Zhihua Xia

    1. Jinan University, Guangzhou, China

  4. Elisa Bertino

    1. Purdue University, West Lafayette, USA

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13339)

Included in the following conference series:

Conference proceedings info: ICAIS 2022.

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About this book

This three-volume set LNCS 13338-13340 constitutes the thoroughly refereed proceedings of the 8th International Conference on Artificial Intelligence and Security, ICAIS 2022, which was held in Qinghai, China, in July 2022.
The total of 166 papers included in the 3 volumes were carefully reviewed and selected from 1124 submissions. The papers present research, development, and applications in the fields of artificial intelligence and information security

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Table of contents (55 papers)

  1. Front Matter

    Pages i-xx
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  2. Artificial Intelligence

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Remface: Study on Mini-sized Mobilenetv2 and Retinaface

      • Zhengran Wang, Tao Wu, Yifan Wang, Yuke Li
      Pages 3-15

    3. Research on Application of Principal Component Analysis in 3d Video Dimension Reduction

      • Shuwen Jia, Tingting Yang, Zhiyong Sui
      Pages 16-26

    4. Single Platform Passive Location Algorithm Using Position Information and Azimuth

      • Jiayu Bai, Xiaoyu Li, Shijie Hu, Chenjing Su, Hang Lei, Weizhong Qian et al.
      Pages 27-37

    5. DCAL: A New Method for Defending Against Adversarial Examples

      • Xiaoyu Lin, Chunjie Cao, Longjuan Wang, Zhiyuan Liu, Mengqian Li, Haiying Ma
      Pages 38-50

    6. Anomaly Detection Model for Key Places Based on Improved YOLOv5

      • Wang Yuanxin, Yuan Deyu, Yuyan Meng, Ding Meng
      Pages 51-61

    7. Non-contact Heart Rate Detection Based on Fusion Method of Visible Images and Infrared Images

      • Juncun Wei, Jiancheng Zou, Jiaxin Li, Zhengzheng Li, Xin Yang
      Pages 62-75

    8. Intelligent Data Analysis System Based on Edge Computing

      • Keyu Wang, Weizhong Qian, Xi Yang, Xiaohu Li, Caiqiong Yang, Shuqin Yue et al.
      Pages 76-89

    9. Portfolio Optimization Based on Quantum HHL Algorithm

      • Qinghai Li, Hao Wu, Weizhong Qian, Xiaoyu Li, Qinsheng Zhu, Shan Yang
      Pages 90-99

    10. Infrared Ship Video Target Tracking Based on Cross-Connection and Spatial Transformer Network

      • Zhaoying Liu, Junran He, Ting Zhang, Ran Tang, Yujian Li, Muhammad Waqas
      Pages 100-114

    11. Whale Optimization Algorithm Based on Artificial Fish Swarm Algorithm

      • Xiong Bo, Feng Wenlong, Jin Zhang
      Pages 115-128

    12. An Underwater Image Color Correction Algorithm Based on Underwater Scene Prior and Residual Network

      • Mengxing Huang, Jinjin Ye, Shenghan Zhu, Yang Chen, Yuanyuan Wu, Di Wu et al.
      Pages 129-139

    13. An Improved TextRank-Based Method for Chinese Text Summarization

      • Xin Zheng, Tiantian Zhou, Yintong Wang, Shuo Li
      Pages 140-149

    14. Lhasa Dialect Recognition of Different Phonemes Based on TDNN Method

      • Kuntharrgyal Khysru, Yangzhuoma Qie, Haiqiang Shi, Qilong Sun, Jianguo Wei
      Pages 150-160

    15. A Power Grid Equipment Fault Prediction Model Based on Faster RCNN and Video Streaming

      • Youjun Feng, Jinman Luo, Zhaocong Wen, Zirui Yao
      Pages 161-172

    16. A Wireless Transmission Model of Power Grid Equipment State Based on Compressed Sensing

      • Liyuan Liu, Jinman Luo, Piao Liu, Ruijing Ye
      Pages 173-182

    17. Multi-sequence Satellite Image Cloud Removal Based on Dual Residual Network

      • Changcheng Xiao, Xi Wu
      Pages 183-193

    18. Research on Rumor Detection Based on RoBERTa-BiGRU Model

      • Guowei Fan, Tao Wu, Yamei Lei
      Pages 194-204

    19. A Novel Pruning Method Based on Correlation Applied in Full-Connection Layer Neurons

      • Shuoyu Dong, Xiaozhang Liu, Xiulai Li, Gengquan Xie, Xin Tang
      Pages 205-215
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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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