Robustness Improvement Method

Neural Networks with Structural Resistance to Adversarial Attacks

Authors: Luca de Alfaro | Published: 2018-09-25
Poisoning
Certified Robustness
Robustness Improvement Method
2018.09.25 2025.05.28
Literature Database

Fast Geometrically-Perturbed Adversarial Faces

Authors: Ali Dabouei, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi | Published: 2018-09-24 | Updated: 2018-09-28
Robustness Improvement Method
Adversarial Attack Methods
Generative Model
2018.09.24 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

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

PUF-AES-PUF: a novel PUF architecture against non-invasive attacks

Authors: Weize Yu, Jia Chen | Published: 2018-09-11
IoT Security
Robustness Improvement Method
Encryption Method
2018.09.11 2025.05.28
Literature Database

Certified Adversarial Robustness with Additive Noise

Authors: Bai Li, Changyou Chen, Wenlin Wang, Lawrence Carin | Published: 2018-09-10 | Updated: 2019-11-10
Robustness Analysis
Robustness Improvement Method
Adversarial Learning
2018.09.10 2025.05.28
Literature Database

HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition

Authors: Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen | Published: 2018-09-04
Robustness Improvement Method
Performance Evaluation
Adversarial Example Detection
2018.09.04 2025.05.28
Literature Database

Towards Imperceptible and Robust Adversarial Example Attacks against Neural Networks

Authors: Bo Luo, Yannan Liu, Lingxiao Wei, Qiang Xu | Published: 2018-01-15
Robustness Improvement Method
Adversarial Example
Adversarial Attack Detection
2018.01.15 2025.05.28
Literature Database
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