Adversarial Attack Methods

Understanding the One-Pixel Attack: Propagation Maps and Locality Analysis

Authors: Danilo Vasconcellos Vargas, Jiawei Su | Published: 2019-02-08
Certified Robustness
Adversarial Attack Methods
Image Classification Interpretation
2019.02.08 2025.05.28
Literature Database

ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System

Authors: Huangxun Chen, Chenyu Huang, Qianyi Huang, Qian Zhang, Wei Wang | Published: 2019-01-12 | Updated: 2020-01-14
Trigger Detection
Model Evaluation
Adversarial Attack Methods
2019.01.12 2025.05.28
Literature Database

Exploring Adversarial Examples in Malware Detection

Authors: Octavian Suciu, Scott E. Coull, Jeffrey Johns | Published: 2018-10-18 | Updated: 2019-04-13
Poisoning
Adversarial Example
Adversarial Attack Methods
2018.10.18 2025.05.28
Literature Database

A Training-based Identification Approach to VIN Adversarial Examples

Authors: Yingdi Wang, Wenjia Niu, Tong Chen, Yingxiao Xiang, Jingjing Liu, Gang Li, Jiqiang Liu | Published: 2018-10-18
Robustness Improvement Method
Adversarial Example Detection
Adversarial Attack Methods
2018.10.18 2025.05.28
Literature Database

Security Matters: A Survey on Adversarial Machine Learning

Authors: Guofu Li, Pengjia Zhu, Jin Li, Zhemin Yang, Ning Cao, Zhiyi Chen | Published: 2018-10-16 | Updated: 2018-10-23
Certified Robustness
Adversarial Learning
Adversarial Attack Methods
2018.10.16 2025.05.28
Literature Database

The Adversarial Attack and Detection under the Fisher Information Metric

Authors: Chenxiao Zhao, P. Thomas Fletcher, Mixue Yu, Yaxin Peng, Guixu Zhang, Chaomin Shen | Published: 2018-10-09 | Updated: 2019-02-09
Certified Robustness
Adversarial Learning
Adversarial Attack Methods
2018.10.09 2025.05.28
Literature Database

Adversarial Examples – A Complete Characterisation of the Phenomenon

Authors: Alexandru Constantin Serban, Erik Poll, Joost Visser | Published: 2018-10-02 | Updated: 2019-02-17
Robustness Improvement Method
Adversarial Example
Adversarial Attack Methods
2018.10.02 2025.05.28
Literature Database

Improving the Generalization of Adversarial Training with Domain Adaptation

Authors: Chuanbiao Song, Kun He, Liwei Wang, John E. Hopcroft | Published: 2018-10-01 | Updated: 2019-03-15
Robustness Improvement Method
Adversarial Learning
Adversarial Attack Methods
2018.10.01 2025.05.28
Literature Database

Procedural Noise Adversarial Examples for Black-Box Attacks on Deep Convolutional Networks

Authors: Kenneth T. Co, Luis Muñoz-González, Sixte de Maupeou, Emil C. Lupu | Published: 2018-09-30 | Updated: 2019-11-23
Certified Robustness
Robustness Improvement Method
Adversarial Attack Methods
2018.09.30 2025.05.28
Literature Database

Statistical Inference Attack Against PHY-layer Key Extraction and Countermeasures

Authors: Rui Zhu, Tao Shu, Huirong Fu | Published: 2018-09-29
Security of Signal Transmission
Adversarial Attack Methods
Communication Model
2018.09.29 2025.05.28
Literature Database
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