The Top 10 Risks of Machine Learning Security

Item request has been placed! ×
Item request cannot be made. ×
loading   Processing Request
  • Additional Information
    • Publication Information:
      USA: IEEE
    • Publication Date:
      2020
    • Abstract:
      Our recent architectural risk analysis of machine learning systems identified 78 particular risks associated with nine specific components found in most machine learning systems. In this article, we describe and discuss the 10 most important security risks of those 78.
    • Author Affiliations:
      Berryville Institute of Machine Learning
    • ISSN:
      0018-9162
      1558-0814
    • Accession Number:
      10.1109/MC.2020.2984868
    • Rights:
      Copyright 1970-2012, IEEE
    • AMSID:
      9107290
    • Date of Current Version:
      2020
    • Document Subtype:
      IEEE Magazine
    • Sponsored by:
      IEEE Computer Society
    • Accession Number:
      edseee.9107290
  • Citations
    • ABNT:
      MCGRAW, G. et al. The Top 10 Risks of Machine Learning Security. Computer, [s. l.], v. 53, n. 6, p. 57–61, 2020. DOI 10.1109/MC.2020.2984868. Disponível em: http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edseee&AN=edseee.9107290. Acesso em: 2 dez. 2020.
    • AMA:
      McGraw G, Bonett R, Shepardson V, Figueroa H. The Top 10 Risks of Machine Learning Security. Computer. 2020;53(6):57-61. doi:10.1109/MC.2020.2984868
    • APA:
      McGraw, G., Bonett, R., Shepardson, V., & Figueroa, H. (2020). The Top 10 Risks of Machine Learning Security. Computer, 53(6), 57–61. https://doi.org/10.1109/MC.2020.2984868
    • Chicago/Turabian: Author-Date:
      McGraw, G., R. Bonett, V. Shepardson, and H. Figueroa. 2020. “The Top 10 Risks of Machine Learning Security.” Computer 53 (6): 57–61. doi:10.1109/MC.2020.2984868.
    • Harvard:
      McGraw, G. et al. (2020) ‘The Top 10 Risks of Machine Learning Security’, Computer, 53(6), pp. 57–61. doi: 10.1109/MC.2020.2984868.
    • Harvard: Australian:
      McGraw, G, Bonett, R, Shepardson, V & Figueroa, H 2020, ‘The Top 10 Risks of Machine Learning Security’, Computer, vol. 53, no. 6, pp. 57–61, viewed 2 December 2020, .
    • MLA:
      McGraw, G., et al. “The Top 10 Risks of Machine Learning Security.” Computer, vol. 53, no. 6, June 2020, pp. 57–61. EBSCOhost, doi:10.1109/MC.2020.2984868.
    • Chicago/Turabian: Humanities:
      McGraw, G., R. Bonett, V. Shepardson, and H. Figueroa. “The Top 10 Risks of Machine Learning Security.” Computer 53, no. 6 (June 1, 2020): 57–61. doi:10.1109/MC.2020.2984868.
    • Vancouver/ICMJE:
      McGraw G, Bonett R, Shepardson V, Figueroa H. The Top 10 Risks of Machine Learning Security. Computer [Internet]. 2020 Jun 1 [cited 2020 Dec 2];53(6):57–61. Available from: http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edseee&AN=edseee.9107290