PRoA: A Probabilistic Robustness Assessment Against Functional Perturbations

Tianle Zhang, Wenjie Ruan, Jonathan E. Fieldsend. PRoA: A Probabilistic Robustness Assessment Against Functional Perturbations. In Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part III. Volume 13715 of Lecture Notes in Computer Science, pages 154-170, Springer, 2022. [doi]

Abstract

Abstract is missing.