EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models

The expansion of explainable artificial intelligence as a field of research has generated numerous methods of visualizing and understanding the black box of a machine learning model. Attribution maps are commonly used to highlight the parts of the input image that influence the model to make a speci...

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Bibliographic Details
Main Authors: Ian E. Nielsen, Ravi P. Ramachandran, Nidhal Bouaynaya, Hassan M. Fathallah-Shaykh, Ghulam Rasool
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10197367/