Fixed Inter-Neuron Covariability Induces Adversarial Robustness

Fixed Inter-Neuron Covariability Induces Adversarial Robustness

7 August 2023

Muhammad Ahmed Shah

Bhiksha Raj

Papers citing "Fixed Inter-Neuron Covariability Induces Adversarial Robustness"

13 / 13 papers shown

Title
FoveaTer: Foveated Transformer for Image Classification Aditya Jonnalagadda Wenjie Wang B. S. Manjunath Miguel P. Eckstein ViT 71 24 0 29 May 2021
Center Smoothing: Certified Robustness for Networks with Structured Outputs Aounon Kumar Tom Goldstein OOD AAML UQCV 44 19 0 19 Feb 2021
Recent Advances in Adversarial Training for Adversarial Robustness Tao Bai Jinqi Luo Jun Zhao Bihan Wen Qian Wang AAML 121 489 0 02 Feb 2021
Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks Francesco Croce Matthias Hein AAML 216 1,842 0 03 Mar 2020
Certified Defense to Image Transformations via Randomized Smoothing Marc Fischer Maximilian Baader Martin Vechev AAML 64 67 0 27 Feb 2020
A scalable noisy speech dataset and online subjective test framework Chandan K. A. Reddy Ebrahim Beyrami Jamie Pool Ross Cutler Sriram Srinivasan J. Gehrke 97 148 0 17 Sep 2019
Adversarial Examples Are Not Bugs, They Are Features Andrew Ilyas Shibani Santurkar Dimitris Tsipras Logan Engstrom Brandon Tran Aleksander Madry SILM 89 1,838 0 06 May 2019
Certified Adversarial Robustness via Randomized Smoothing Jeremy M. Cohen Elan Rosenfeld J. Zico Kolter AAML 147 2,039 0 08 Feb 2019
Certified Adversarial Robustness with Additive Noise Bai Li Changyou Chen Wenlin Wang Lawrence Carin AAML 91 348 0 10 Sep 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 283 8,883 0 25 Aug 2017
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 304 12,069 0 19 Jun 2017
Dense Associative Memory is Robust to Adversarial Inputs Dmitry Krotov J. Hopfield AAML 67 112 0 04 Jan 2017
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 270 14,918 1 21 Dec 2013