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Machine Learning for Cyber Security

4th International Conference, ML4CS 2022, Guangzhou, China, December 2–4, 2022, Proceedings, Part I

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Yuan Xu

    1. School of Computing and Informatics, University of Louisiana at Lafayette, Lafayette, USA

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  2. Hongyang Yan

    1. Institute of Artificial Intelligence and Blockchain, Guangzhou University, Guangzhou, China

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  3. Huang Teng

    1. Institute of Artificial Intelligence and Blockchain, Guangzhou University, Guangzhou, China

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  4. Jun Cai

    1. Guangdong Polytechnic Normal University, Guangzhou, China

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  5. Jin Li

    1. Institute of Artificial Intelligence and Blockchain, Guangzhou University, Guangzhou, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13655)

Included in the following conference series:

Conference proceedings info: ML4CS 2022.

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About this book

The three-volume proceedings set LNCS 13655,13656 and 13657 constitutes the refereedproceedings of the 4th International Conference on Machine Learning for Cyber Security, ML4CS 2022, which taking place during December 2–4, 2022, held in Guangzhou, China.


The 100 full papers and 46 short papers were included in these proceedings were carefully reviewed and selected from 367 submissions.

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Table of contents (49 papers)

  1. Front Matter

    Pages i-xxix
    Download chapter PDF

  2. Traditional Chinese Medicine Health Status Identification with Graph Attention Network

    • Amin Fu, Jishun Ma, Chuansheng Wang, Changen Zhou, Zuoyong Li, Shenghua Teng
    Pages 1-14

  3. Flexible Task Splitting Strategy in Aircraft Maintenance Technician Scheduling Based on Swarm Intelligence

    • Bowen Xue, Huifen Zhong, Junrui Lu, Tianwei Zhou, Ben Niu
    Pages 15-26

  4. Privacy Preserving CSI Fingerprint Device-Free Localization

    • Tianxin Huang, Lingjun Zhao, Zeyang Dai, Liang Lin, Huakun Huang
    Pages 27-39

  5. A Novel Blockchain-MEC-Based Near-Domain Medical Resource Sharing Model

    • Haichao Wu, Xiaoming Liu, Wei Ou
    Pages 40-56

  6. Pairwise Decomposition of Directed Graphic Models for Performing Amortized Approximate Inference

    • Peng Lin, Changsheng Dou, Nannan Gu, Zhiyuan Shi, Lili Ma
    Pages 57-71

  7. VDDL: A Deep Learning-Based Vulnerability Detection Model for Smart Contracts

    • Fan Jiang, Yuanlong Cao, Jianmao Xiao, Hui Yi, Gang Lei, Min Liu et al.
    Pages 72-86

  8. Robust Remote Sensing Scene Classification with Multi-view Voting and Entropy Ranking

    • Jinyang Wang, Tao Wang, Min Gan, George Hadjichristofi
    Pages 87-98

  9. Visualized Analysis of the Emerging Trends of Automated Audio Description Technology

    • Lingqian Zheng, Xinrong Cao
    Pages 99-108

  10. Anomaly Detection for Multi-time Series with Normalizing Flow

    • Weiye Ning, Xin Xie, Yuhui Huang, Si Yu, Zhao Li, Hao Yang
    Pages 109-117

  11. Encrypted Transmission Method of Network Speech Recognition Information Based on Big Data Analysis

    • Yanning Zhang
    Pages 118-132

  12. A Lightweight NFT Auction Protocol for Cross-chain Environment

    • Hongyu Guo, Mao Chen, Wei Ou
    Pages 133-146

  13. A Multi-scale Framework for Out-of-Distribution Detection in Dermoscopic Images

    • Zhongzheng Huang, Tao Wang, Yuanzheng Cai, Lingyu Liang
    Pages 147-159

  14. Swarm Intelligence for Multi-objective Portfolio Optimization

    • Li Chen, Yongjin Wang, Jia Liu, Lijing Tan
    Pages 160-169

  15. Research on Secure Cloud Storage of Regional Economic Data Network Based on Blockchain Technology

    • Huiling Liu
    Pages 170-184

  16. Data Leakage with Label Reconstruction in Distributed Learning Environments

    • Xiaoxue Zhang, Xiuhua Zhou, Kongyang Chen
    Pages 185-197

  17. Analysis Method of Abnormal Traffic of Teaching Network in Higher Vocational Massive Open Online Course Based on Deep Convolutional Neural Network

    • Haiying Chen, Jiahui Zou
    Pages 198-212

  18. Spatio-Temporal Context Modeling for Road Obstacle Detection

    • Xiuen Wu, Tao Wang, Lingyu Liang, Zuoyong Li, Fum Yew Ching
    Pages 213-227

  19. A Survey of Android Malware Detection Based on Deep Learning

    • Dianxin Wang, Tian Chen, Zheng Zhang, Nan Zhang
    Pages 228-242

  20. Information Encryption Transmission Method of Automobile Communication Network Based on Neural Network

    • Chunhua Kong, Kai Ma, Jiatong Wei
    Pages 243-256
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Other volumes

  1. Machine Learning for Cyber Security

  2. Machine Learning for Cyber Security

  3. Machine Learning for Cyber Security

Editors and Affiliations

  • School of Computing and Informatics, University of Louisiana at Lafayette, Lafayette, USA

    Yuan Xu

  • Institute of Artificial Intelligence and Blockchain, Guangzhou University, Guangzhou, China

    Hongyang Yan, Huang Teng, Jin Li

  • Guangdong Polytechnic Normal University, Guangzhou, China

    Jun Cai

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