Adversarial Example

A Useful Taxonomy for Adversarial Robustness of Neural Networks

Authors: Leslie N. Smith | Published: 2019-10-23
Adversarial Example
Adversarial Training
Effectiveness Analysis of Defense Methods
2019.10.23 2025.05.28
Literature Database

A Fast Saddle-Point Dynamical System Approach to Robust Deep Learning

Authors: Yasaman Esfandiari, Aditya Balu, Keivan Ebrahimi, Umesh Vaidya, Nicola Elia, Soumik Sarkar | Published: 2019-10-18 | Updated: 2021-03-01
Model Robustness
Adversarial Learning
Adversarial Example
2019.10.18 2025.05.28
Literature Database

Enforcing Linearity in DNN succours Robustness and Adversarial Image Generation

Authors: Anindya Sarkar, Nikhil Kumar Gupta, Raghu Iyengar | Published: 2019-10-17 | Updated: 2019-10-21
Poisoning
Adversarial Learning
Adversarial Example
2019.10.17 2025.05.28
Literature Database

Instance adaptive adversarial training: Improved accuracy tradeoffs in neural nets

Authors: Yogesh Balaji, Tom Goldstein, Judy Hoffman | Published: 2019-10-17
Model Robustness
Adversarial Learning
Adversarial Example
2019.10.17 2025.05.28
Literature Database

ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization

Authors: Xiangyi Chen, Sijia Liu, Kaidi Xu, Xingguo Li, Xue Lin, Mingyi Hong, David Cox | Published: 2019-10-15 | Updated: 2019-10-16
Adversarial Example
Machine Learning Algorithm
Design Optimization Methods
2019.10.15 2025.05.28
Literature Database

Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system

Authors: Shixian Wen, Laurent Itti | Published: 2019-10-09
Adversarial Example
Adversarial Attack Methods
Adaptive Adversarial Training
2019.10.09 2025.05.28
Literature Database

Deep Latent Defence

Authors: Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones | Published: 2019-10-09 | Updated: 2020-09-27
Adversarial Example
Adversarial Attack Methods
Adaptive Adversarial Training
2019.10.09 2025.05.28
Literature Database

SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations

Authors: Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Jeremy Dawson, Nasser M. Nasrabadi | Published: 2019-10-08
Attack Evaluation
Adversarial Example
Adversarial Attack Methods
2019.10.08 2025.05.28
Literature Database

Perturbations are not Enough: Generating Adversarial Examples with Spatial Distortions

Authors: He Zhao, Trung Le, Paul Montague, Olivier De Vel, Tamas Abraham, Dinh Phung | Published: 2019-10-03
Adversarial Example
Adversarial Attack Methods
Generative Adversarial Network
2019.10.03 2025.05.28
Literature Database

Cross-Layer Strategic Ensemble Defense Against Adversarial Examples

Authors: Wenqi Wei, Ling Liu, Margaret Loper, Ka-Ho Chow, Emre Gursoy, Stacey Truex, Yanzhao Wu | Published: 2019-10-01
Poisoning
Attack Evaluation
Adversarial Example
2019.10.01 2025.05.28
Literature Database
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