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False Sense of Security in Explainable Artificial Intelligence (XAI)

False Sense of Security in Explainable Artificial Intelligence (XAI)

6 May 2024
N. C. Chung
Hongkyou Chung
Hearim Lee
L. Brocki
Hongbeom Chung
George C. Dyer
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Papers citing "False Sense of Security in Explainable Artificial Intelligence (XAI)"

4 / 4 papers shown
Title
Human-Centered Evaluation of XAI Methods
Human-Centered Evaluation of XAI Methods
Karam Dawoud
Wojciech Samek
Peter Eisert
Sebastian Lapuschkin
Sebastian Bosse
35
4
0
11 Oct 2023
Feature Perturbation Augmentation for Reliable Evaluation of Importance
  Estimators in Neural Networks
Feature Perturbation Augmentation for Reliable Evaluation of Importance Estimators in Neural Networks
L. Brocki
N. C. Chung
FAtt
AAML
43
11
0
02 Mar 2023
Emerging Properties in Self-Supervised Vision Transformers
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
283
5,723
0
29 Apr 2021
How can I choose an explainer? An Application-grounded Evaluation of
  Post-hoc Explanations
How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations
Sérgio Jesus
Catarina Belém
Vladimir Balayan
João Bento
Pedro Saleiro
P. Bizarro
João Gama
117
103
0
21 Jan 2021
1