Towards explainable model extraction attacks
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.23022
Abstract: One key factor able to boost the applications of artificial intelligence (AI) in security‐sensitive domains is to leverage them responsibly, which is engaged in providing explanations for AI. To date, a plethora of explainable artificial… read more here.
Keywords: explanation; towards explainable; model extraction; model ... See more keywords
Towards Explainable Ear Recognition Systems Using Deep Residual Networks
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3109441
Abstract: This paper presents ear recognition models constructed with Deep Residual Networks (ResNet) of various depths. Due to relatively limited amounts of ear images we propose three different transfer learning strategies to address the ear recognition… read more here.
Keywords: performance; residual networks; towards explainable; deep residual ... See more keywords
Towards an Explainable AI-Based Tool to Predict Preterm Birth.
Sign Up to like & getrecommendations! Published in 2023 at "Studies in health technology and informatics"
DOI: 10.3233/shti230207
Abstract: Preterm birth (PTB) is defined as delivery occurring before 37 weeks of gestation. In this paper, Artificial Intelligence (AI)-based predictive models are adapted to accurately estimate the probability of PTB. In doing so, pregnant women'… read more here.
Keywords: towards explainable; tool predict; explainable based; based tool ... See more keywords