Certifying robustness of graph convolutional networks for node perturbation with polyhedra abstract interpretation.

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Bibliographic Details
Title: Certifying robustness of graph convolutional networks for node perturbation with polyhedra abstract interpretation.
Authors: Chen, Boqi1, boqi.chen@mail.mcgill.ca, Marussy, Kristóf2, marussy@mit.bme.hu, Semeráth, Oszkár2, semerath@mit.bme.hu, Mussbacher, Gunter1, gunter.mussbacher@mcgill.ca, Varró, Dániel1,2,3, daniel.varro@liu.se
Source: Data Mining & Knowledge Discovery; Feb2026, Vol. 40 Issue 1, p1-42, 42p
Database: Applied Science & Technology Source
Description
ISSN:13845810
DOI:10.1007/s10618-025-01180-w