"Adeli, Hojjat" - Selaus tekijän mukaan Julkaisut
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One-pixel attacks against medical imaging: a conceptual framework
Sipola, Tuomo; Kokkonen, Tero (Springer, 2021)This paper explores the applicability of one-pixel attacks against medical imaging. Successful attacks are threats that could cause mistrust towards artificial intelligence solutions and the healthcare system in general. ... -
Statistical evaluation of artificial intelligence -based intrusion detection system
Puuska, Samir; Kokkonen, Tero; Mutka, Petri; Alatalo, Janne; Heilimo, Eppu; Mäkelä, Antti (Springer, 2020)Training neural networks with captured real-world network data may fail to ascertain whether or not the network architecture is capable of learning the types of correlations expected to be present in real data. In this ...