Simplicial-Map Neural Networks Robustto Adversarial Examples

Simplicial-Map Neural Networks Robustto Adversarial Examples

Broadly speaking, an adversarial example against a classification model occurs when a small perturbation on an input data point produces a change on the output label assigned by the model. Such adversarial examples represent a weakness for the safety of neural network applications, and many differen...

Full description

Bibliographic Details
Main Authors: Eduardo Paluzo-Hidalgo, Rocio Gonzalez-Diaz, Miguel A. Gutiérrez-Naranjo, Jónathan Heras
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Mathematics
Subjects:
algebraic topology
neural network
adversarial examples
Online Access:https://www.mdpi.com/2227-7390/9/2/169

Internet

https://www.mdpi.com/2227-7390/9/2/169

Similar Items