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Trustworthy AI Inference Systems: An Industry Research View. (arXiv:2008.04449v2 [cs.CR] UPDATED)
cs.CR updates on arXiv.org arxiv.org
In this work, we provide an industry research view for approaching the
design, deployment, and operation of trustworthy Artificial Intelligence (AI)
inference systems. Such systems provide customers with timely, informed, and
customized inferences to aid their decision, while at the same time utilizing
appropriate security protection mechanisms for AI models. Additionally, such
systems should also use Privacy-Enhancing Technologies (PETs) to protect
customers' data at any time. To approach the subject, we start by introducing
current trends in AI inference systems. …
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