Resilience of Deep Learning applications: a systematic literature review of analysis and hardening techniques

被引:0
|
作者
Bolchini, Cristiana [1 ]
Cassano, Luca [1 ]
Miele, Antonio [1 ]
机构
[1] Politecnico di Milano, Dip. Elettronica, Informazione e Bioingegneria, P.zza L. da Vinci, 32, Milan,20133, Italy
来源
arXiv | 2023年
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Artificial intelligence technologies - Body of knowledge - Convolutional neural network - Deep learning - Diverse fields - Hardware faults - Machine learning applications - Machine-learning - Resilience analyse - Systematic literature review
引用
收藏
相关论文
共 50 条
  • [1] Resilience of deep learning applications: A systematic literature review of analysis and hardening techniques
    Bolchini, Cristiana
    Cassano, Luca
    Miele, Antonio
    Computer Science Review, 54
  • [2] Resilience of deep learning applications: A systematic literature review of analysis and hardening techniques
    Bolchini, Cristiana
    Cassano, Luca
    Miele, Antonio
    COMPUTER SCIENCE REVIEW, 2024, 54
  • [3] Analysis of Deep Learning Techniques for Dental Informatics: A Systematic Literature Review
    AbuSalim, Samah
    Zakaria, Nordin
    Islam, Md Rafiqul
    Kumar, Ganesh
    Mokhtar, Norehan
    Abdulkadir, Said Jadid
    HEALTHCARE, 2022, 10 (10)
  • [4] Classification and analysis of deep learning applications in construction: A systematic literature review
    Khallaf, Rana
    Khallaf, Mohamed
    AUTOMATION IN CONSTRUCTION, 2021, 129
  • [5] A systematic literature review: deep learning techniques for synthetic medical image generation and their applications in radiotherapy
    Sherwani, Moiz Khan
    Gopalakrishnan, Shyam
    FRONTIERS IN RADIOLOGY, 2024, 4
  • [6] Applications of deep learning for phishing detection: a systematic literature review
    Catal, Cagatay
    Giray, Gorkem
    Tekinerdogan, Bedir
    Kumar, Sandeep
    Shukla, Suyash
    KNOWLEDGE AND INFORMATION SYSTEMS, 2022, 64 (06) : 1457 - 1500
  • [7] Applications of deep learning for phishing detection: a systematic literature review
    Cagatay Catal
    Görkem Giray
    Bedir Tekinerdogan
    Sandeep Kumar
    Suyash Shukla
    Knowledge and Information Systems, 2022, 64 : 1457 - 1500
  • [8] Applications of Deep Learning in Financial Intermediation: A Systematic Literature Review
    Suntaxi-Sarango, Martha C.
    Ordonez-Ordonez, Pablo F.
    Pesantez-Gonzalez, Manuel A.
    IBERO-AMERICAN SYMPOSIUM ON COMPUTER PROGRAMMING JOINTLY HELD WITH THE INTERNATIONAL CONGRESS ON TECHNOLOGY EDUCATION, 2018, : 47 - 60
  • [9] Video Processing Using Deep Learning Techniques: A Systematic Literature Review
    Sharma, Vijeta
    Gupta, Manjari
    Kumar, Ajai
    Mishra, Deepti
    IEEE ACCESS, 2021, 9 : 139489 - 139507
  • [10] Deep Learning techniques to detect and analysis of multiple sclerosis through MRI: A systematic literature review
    Belwal, Priyanka
    Singh, Surendra
    Computers in Biology and Medicine, 2025, 185