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COLIBRI: Optimizing Multi-Party Secure Neural Network Inference Time for Transformers

Chabal, Daphnee; Muller, Tim; Zhang, Eloise; Sapra, Dolly; de Laat, Cees; Mann, Zoltán Ádám

Research article in edited proceedings (conference) | Peer reviewed

Details about the publication

Editors: Nemec Zlatolas, Lili; Rannenberg, Kai; Welzer, Tatjana; Garcia-Alfaro, Joaquin
Book title: ICT Systems Security and Privacy Protection
Page range: 17-31
Publisher: Springer
Place of publication: Cham
Status: Published
Release year: 2025
Conference: 40th IFIP International Conference on ICT Systems Security and Privacy Protection (IFIP SEC), Maribor, Slovenia
DOI: 10.1007/978-3-031-92882-6_2
Keywords: Secure Neural Network Inference; Privacy-Preserving AI; Neural Architecture Search; Transformers; Visual Segmentation; Secure Inference

Authors from the University of Münster

Mann, Zoltan Adam
Professorship of Practical Comupter Science (Prof. Mann)