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Designing Trojan Detectors in Neural Networks Using Interactive Simulations

This paper addresses the problem of designing trojan detectors in neural networks (NNs) using interactive simulations. Trojans in NNs are defined as triggers in inputs that cause misclassification of such inputs into a class (or classes) unintended by the design of a NN-based model. The goal of our...

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Detalles Bibliográficos
Autores principales: Bajcsy, Peter, Schaub, Nicholas J., Majurski, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8356191/
https://www.ncbi.nlm.nih.gov/pubmed/34386268
http://dx.doi.org/10.3390/app11041865