Tuomo Sipola

First name

Tuomo

Last name

Sipola

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Janne Alatalo, Tuomo Sipola, Tero Kokkonen

"Detecting One-Pixel Attacks Using Variational Autoencoders."

World Conference on Information Systems and Technologies WorldCIST 2022

(2022):

Janne Alatalo, Tuomo Sipola, Tero Kokkonen

"Detecting One-Pixel Attacks Using Variational Autoencoders."

(2022):

Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen

"Color-Optimized One-Pixel Attack Against Digital Pathology Images."

Proceedings of the 29th Conference of Open Innovations Association FRUCT

(2021):

206–213.

Tuomo Sipola, Tero Kokkonen

"One-pixel attacks against medical imaging: a conceptual framework."

Trends and Applications in Information Systems and Technologies (WorldCIST 2021)

(2021):

197–203.

Janne Alatalo, Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen

"Chromatic and spatial analysis of one-pixel attacks against an image classifier."

rXiv preprint arXiv:2105.13771

(2021):

Tuomo Sipola, Samir Puuska, Tero Kokkonen

"Model Fooling Attacks Against Medical Imaging: A Short Survey."

Information & Security: An International Journal

46,

no. 2

(2020):

215-224.

4615_fooling_attacks_medical.pdf