Adversarial Attack Methods

Adversarial Defense via Data Dependent Activation Function and Total Variation Minimization

Authors: Bao Wang, Alex T. Lin, Wei Zhu, Penghang Yin, Andrea L. Bertozzi, Stanley J. Osher | Published: 2018-09-23 | Updated: 2020-04-29
Certified Robustness
Adversarial Learning
Adversarial Attack Methods
2018.09.23 2025.05.28
Literature Database

Unrestricted Adversarial Examples

Authors: Tom B. Brown, Nicholas Carlini, Chiyuan Zhang, Catherine Olsson, Paul Christiano, Ian Goodfellow | Published: 2018-09-22
Robustness Improvement Method
Adversarial Attack Methods
Defense Mechanism
2018.09.22 2025.05.28
Literature Database

Adversarial Recommendation: Attack of the Learned Fake Users

Authors: Konstantina Christakopoulou, Arindam Banerjee | Published: 2018-09-21
Adversarial Example
Adversarial Attack Methods
Generative Model
2018.09.21 2025.05.28
Literature Database

Adversarial Binaries for Authorship Identification

Authors: Xiaozhu Meng, Barton P. Miller, Somesh Jha | Published: 2018-09-21 | Updated: 2018-11-07
Binary Diversification
Adversarial Learning
Adversarial Attack Methods
2018.09.21 2025.05.28
Literature Database

Playing the Game of Universal Adversarial Perturbations

Authors: Julien Perolat, Mateusz Malinowski, Bilal Piot, Olivier Pietquin | Published: 2018-09-20 | Updated: 2018-09-25
Robustness Improvement Method
Adversarial Learning
Adversarial Attack Methods
2018.09.20 2025.05.28
Literature Database

HashTran-DNN: A Framework for Enhancing Robustness of Deep Neural Networks against Adversarial Malware Samples

Authors: Deqiang Li, Ramesh Baral, Tao Li, Han Wang, Qianmu Li, Shouhuai Xu | Published: 2018-09-18
Robustness Improvement Method
Adversarial Example
Adversarial Attack Methods
2018.09.18 2025.05.28
Literature Database

Adversarial Reinforcement Learning for Observer Design in Autonomous Systems under Cyber Attacks

Authors: Abhishek Gupta, Zhaoyuan Yang | Published: 2018-09-15
Online Learning
Robustness Improvement Method
Adversarial Attack Methods
2018.09.15 2025.05.28
Literature Database

Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers

Authors: Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach | Published: 2018-04-23 | Updated: 2020-10-03
Query Generation Method
Certified Robustness
Adversarial Attack Methods
2018.04.23 2025.05.28
Literature Database

Black-box Adversarial Attacks with Limited Queries and Information

Authors: Andrew Ilyas, Logan Engstrom, Anish Athalye, Jessy Lin | Published: 2018-04-23 | Updated: 2018-07-11
Model Extraction Attack
Adversarial Example
Adversarial Attack Methods
2018.04.23 2025.05.28
Literature Database

Gradient Masking Causes CLEVER to Overestimate Adversarial Perturbation Size

Authors: Ian Goodfellow | Published: 2018-04-21
Adversarial Learning
Adversarial Attack Methods
Watermarking Technology
2018.04.21 2025.05.28
Literature Database
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