July 25, 2022, 1:20 a.m. | Hans Dermot Doran

cs.CR updates on arXiv.org arxiv.org

In this relatively informal discussion-paper we summarise issues in the
domains of safety and security in machine learning that will affect industry
sectors in the next five to ten years. Various products using neural network
classification, most often in vision related applications but also in
predictive maintenance, have been researched and applied in real-world
applications in recent years. Nevertheless, reports of underlying problems in
both safety and security related domains, for instance adversarial attacks have
unsettled early adopters and are …

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