EnnCore: End-to-End Conceptual Guarding of Neural Architectures

Edoardo Manino, Danilo Carvalho, Yi Dong, Julia Rozanova, Xidan Song, Mustafa Mustafa, André Freitas, Gavin Brown, Mikel Lujan, Xiaowei Huang 0001, Lucas C. Cordeiro. EnnCore: End-to-End Conceptual Guarding of Neural Architectures. In Gabriel Pedroza, José Hernández-Orallo, Xin Cynthia Chen, Xiaowei Huang 0001, Huáscar Espinoza, Mauricio Castillo-Effen, John McDermid, Richard Mallah, Seán Ó hÉigeartaigh, editors, Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), Virtual, February, 2022. Volume 3087 of CEUR Workshop Proceedings, CEUR-WS.org, 2022. [doi]

Abstract

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