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A Closer Look at the Adversarial Robustness of Information Bottleneck
  Models

A Closer Look at the Adversarial Robustness of Information Bottleneck Models

12 July 2021
I. Korshunova
David Stutz
Alexander A. Alemi
Olivia Wiles
Sven Gowal
ArXivPDFHTML

Papers citing "A Closer Look at the Adversarial Robustness of Information Bottleneck Models"

4 / 4 papers shown
Title
Variational and Explanatory Neural Networks for Encoding Cancer Profiles
  and Predicting Drug Responses
Variational and Explanatory Neural Networks for Encoding Cancer Profiles and Predicting Drug Responses
Tianshu Feng
Rohan D Gnanaolivu
Abolfazl Safikhani
Yuanhang Liu
Jun Jiang
Nicholas Chia
A. Partin
Priyanka Vasanthakumari
Yitan Zhu
Chen Wang
20
0
0
05 Jul 2024
Causal Information Bottleneck Boosts Adversarial Robustness of Deep
  Neural Network
Causal Information Bottleneck Boosts Adversarial Robustness of Deep Neural Network
Hua Hua
Jun Yan
Xi Fang
Weiquan Huang
Huilin Yin
Wancheng Ge
AAML
25
1
0
25 Oct 2022
Exploring Adversarial Examples and Adversarial Robustness of
  Convolutional Neural Networks by Mutual Information
Exploring Adversarial Examples and Adversarial Robustness of Convolutional Neural Networks by Mutual Information
Jiebao Zhang
Wenhua Qian
Ren-qi Nie
Jinde Cao
Dan Xu
GAN
AAML
25
0
0
12 Jul 2022
Disentangling Adversarial Robustness and Generalization
Disentangling Adversarial Robustness and Generalization
David Stutz
Matthias Hein
Bernt Schiele
AAML
OOD
194
274
0
03 Dec 2018
1