Engineering dependable and secure ma...
AAAI Workshop on Engineering Dependable and Secure Machine Learning Systems (2020 :)

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  • Engineering dependable and secure machine learning systems = third international workshop, EDSMLS 2020, New York City, NY, USA, February 7, 2020 : revised selected papers /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Engineering dependable and secure machine learning systems/ edited by Onn Shehory, Eitan Farchi, Guy Barash.
    其他題名: third international workshop, EDSMLS 2020, New York City, NY, USA, February 7, 2020 : revised selected papers /
    其他題名: EDSMLS 2020
    其他作者: Shehory, Onn.
    團體作者: AAAI Workshop on Engineering Dependable and Secure Machine Learning Systems
    出版者: Cham :Springer International Publishing : : 2020.,
    面頁冊數: ix, 141 p. :ill., digital ;24 cm.
    內容註: Quality Management of Deep Learning Systems -- Can Attention Masks Improve Adversarial Robustness? -- Learner-Independent Data Omission Attacks -- Extraction of Complex DNN Models: Real Threat or Boogeyman? -- Principal Component Properties of Adversarial Samples -- FreaAI: Automated extraction of data slices to test machine learning models -- Density estimation in representation space to predict model uncertainty -- Automated detection of drift in deep learning based classifiers using network embedding -- Quality of syntactic implication of RL-based sentence summarization -- Dependable Neural Networks for Safety Critical Tasks.
    Contained By: Springer Nature eBook
    標題: Machine learning - Congresses. -
    電子資源: https://doi.org/10.1007/978-3-030-62144-5
    ISBN: 9783030621445
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