Algebraic Adversarial Attacks on Integrated Gradients

Algebraic Adversarial Attacks on Integrated Gradients

23 July 2024

Lachlan Simpson

Federico Costanza

Papers citing "Algebraic Adversarial Attacks on Integrated Gradients"

12 / 12 papers shown

Title
Riemannian Integrated Gradients: A Geometric View of Explainable AI Federico Costanza Lachlan Simpson 59 0 0 02 Mar 2025
Probabilistic Lipschitzness and the Stable Rank for Comparing Explanation Models Lachlan Simpson Kyle Millar A. Cheng Cheng-Chew Lim Hong-Gunn Chew BDL FAtt 52 2 0 29 Feb 2024
Adversarial attacks and defenses in explainable artificial intelligence: A survey Hubert Baniecki P. Biecek AAML 64 66 0 06 Jun 2023
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research Zhibo Zhang H. A. Hamadi Ernesto Damiani C. Yeun Fatma Taher AAML 74 159 0 31 Aug 2022
The Unreasonable Effectiveness of Deep Learning in Artificial Intelligence T. Sejnowski 41 298 0 12 Feb 2020
"How do I fool you?": Manipulating User Trust via Misleading Black Box Explanations Himabindu Lakkaraju Osbert Bastani 56 255 0 15 Nov 2019
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI Erico Tjoa Cuntai Guan XAI 89 1,446 0 17 Jul 2019
Explanations can be manipulated and geometry is to blame Ann-Kathrin Dombrowski Maximilian Alber Christopher J. Anders M. Ackermann K. Müller Pan Kessel AAML FAtt 81 331 0 19 Jun 2019
Interpretation of Neural Networks is Fragile Amirata Ghorbani Abubakar Abid James Zou FAtt AAML 124 865 0 29 Oct 2017
SmoothGrad: removing noise by adding noise D. Smilkov Nikhil Thorat Been Kim F. Viégas Martin Wattenberg FAtt ODL 199 2,221 0 12 Jun 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 175 5,986 0 04 Mar 2017
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 671 36,923 0 08 Jun 2015