The mathematics of adversarial attacks in AI – why deep learning is unstable despite the existence of stable neural networks.

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Bibliographic Details
Title: The mathematics of adversarial attacks in AI – why deep learning is unstable despite the existence of stable neural networks.
Authors: Bastounis, Alexander1, Hansen, Anders2, ach70@cam.ac.uk, Vlačić, Verner3
Source: European Journal of Applied Mathematics; Feb2026, Vol. 37 Issue 1, p259-289, 31p
Database: Applied Science & Technology Source
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Description
ISSN:09567925
DOI:10.1017/S0956792525100193