Vulnerability of classifiers to evolutionary generated adversarial examples

DOI10.1016/j.neunet.2020.04.015zbMath1468.68175OpenAlexW3018911559WikidataQ94496230 ScholiaQ94496230MaRDI QIDQ1982418

Petra Vidnerová, Roman Neruda

Publication date: 8 September 2021

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2020.04.015

zbMATH Keywords

neural networksgenetic algorithmssupervised learningkernel methodsadversarial examples

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Evolutionary algorithms, genetic algorithms (computational aspects) (68W50) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• Scikit
• DEAP
• MNIST
• Keras
• ImageNet
• AlexNet

Cites Work

• Support-vector networks
• Complexity of Shallow Networks Representing Finite Mappings
• Learning Deep Architectures for AI
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item

This page was built for publication: Vulnerability of classifiers to evolutionary generated adversarial examples