cs.LO · 2026-10-01 · No. 130
Logic in Computer Science, 2026-10-01.
1 new papers in cs.LO. Titles, authors,
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01 — The papers
1 entries-
01
Security Properties of Neural Networks as Decision Problems
Adrian Wurm
cs.LO · cs.CC · cs.CR · cs.LG
Certifying a deployed neural network raises decision problems that the verification literature has not classified: whether the model carries a backdoor planted in its training data, whether a fault in its stored parameters can drive it into an unsafe state, whether its output leaks a private part of its input. We formalise eight such problems and classify what we can. The organising observation is a logical one. The function computed by a...
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