Securing machine learning in the cloud: A systematic review of cloud machine learning security

A Qayyum, A Ijaz, M Usama, W Iqbal, J Qadir… - Frontiers in big …, 2020 - frontiersin.org
With the advances in machine learning (ML) and deep learning (DL) techniques, and the
potency of cloud computing in offering services efficiently and cost-effectively, Machine
Learning as a Service (MLaaS) cloud platforms have become popular. In addition, there is
increasing adoption of third-party cloud services for outsourcing training of DL models,
which requires substantial costly computational resources (eg, high-performance graphics
processing units (GPUs)). Such widespread usage of cloud-hosted ML/DL services opens a …

[引用][C] Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security. Frontiers in Big Data 3 (2020)

A Qayyum, A Ijaz, M Usama, W Iqbal, J Qadir…
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