Biblio

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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.
Alatalo, Janne, Tuomo Sipola, and Tero Kokkonen. Detecting One-Pixel Attacks Using Variational Autoencoders., 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.