Marble: Model-based robustness analysis of stateful deep learning systems
State-of-the-art deep learning (DL) systems are vulnerable to adversarial examples, which hinders their potential adoption in safetyand security-critical scenarios. While some recent progress has been made in analyzing the robustness of feed-forward neural networks, the robustness analysis for state...
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Main Authors: | , , , , , |
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2020
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Subjects: | |
Online Access: | https://ink.library.smu.edu.sg/sis_research/7088 https://ink.library.smu.edu.sg/context/sis_research/article/8091/viewcontent/3324884.3416564.pdf |
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Institution: | Singapore Management University |
Language: | English |