Privacy Safe Representation Learning via Frequency Filtering Encoder

Jonghu Jeong, Minyong Cho, Philipp Benz, Jinwoo Hwang, Jeewook Kim, SeungKwan Lee, Taehoon Kim. Privacy Safe Representation Learning via Frequency Filtering Encoder. In Gabriel Pedroza, Xin Cynthia Chen, José Hernández-Orallo, Xiaowei Huang 0001, Huáscar Espinoza, Richard Mallah, John McDermid, Mauricio Castillo-Effen, editors, Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), Vienna, Austria, July 24-25, 2022. Volume 3215 of CEUR Workshop Proceedings, CEUR-WS.org, 2022. [doi]

Abstract

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