Towards secure and robust stateful deep learning systems with model-based analysis

More and more we start to embrace the convenience and effectiveness of the rapidly advancing artificial intelligence (AI) technologies in our lives and different industries. Within this revolution, deep learning (DL), as one of the key innovation in AI, has made significant progress over the past de...

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Bibliographic Details
Main Author: Du, Xiaoning
Other Authors: Liu Yang
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/137015