Biblio

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Filters: Author is Tuomo Sipola  [Clear All Filters]
2022
Alatalo, Janne, Tuomo Sipola, and Tero Kokkonen. "Detecting One-Pixel Attacks Using Variational Autoencoders." In World Conference on Information Systems and Technologies WorldCIST 2022 ., 2022.
2021
Alatalo, Janne, Joni Korpihalkola, Tuomo Sipola, and Tero Kokkonen. "Chromatic and spatial analysis of one-pixel attacks against an image classifier." rXiv preprint arXiv:2105.13771 (2021).
Korpihalkola, Joni, Tuomo Sipola, and Tero Kokkonen. Color-Optimized One-Pixel Attack Against Digital Pathology Images In Proceedings of the 29th Conference of Open Innovations Association FRUCT. Vol. 29.1. Tampere, Finland, 2021.
Sipola, Tuomo, and Tero Kokkonen. "One-pixel attacks against medical imaging: a conceptual framework." In Trends and Applications in Information Systems and Technologies (WorldCIST 2021), 197-203. Vol. 1365. Cham, Switzerland: Springer, 2021.
2020
Sipola, Tuomo, Samir Puuska, and Tero Kokkonen. "Model Fooling Attacks Against Medical Imaging: A Short Survey." Information & Security: An International Journal 46, no. 2 (2020): 215-224.