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Interval Certifications for Multilayered Perceptrons via Lattice Traversal

Via ArXiv cs.AI
Monday, Jul 13, 2026 · 4:00AM
Summary

arXiv:2607.08773v1 Announce Type: new Abstract: In this work we present a rigorous theoretical framework to a foundational problem of AI safety, namely adversarial robustness. In particular, we show that the adversarial robustness problem can be reduced to a lattice traversal problem. Each element o

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