Backdoor Attack

Poisoning Attacks with Generative Adversarial Nets

Authors: Luis Muñoz-González, Bjarne Pfitzner, Matteo Russo, Javier Carnerero-Cano, Emil C. Lupu | Published: 2019-06-18 | Updated: 2019-09-25
Backdoor Attack
Attack Method
Generative Adversarial Network
2019.06.18 2025.05.28
Literature Database

On the Robustness of the Backdoor-based Watermarking in Deep Neural Networks

Authors: Masoumeh Shafieinejad, Jiaqi Wang, Nils Lukas, Xinda Li, Florian Kerschbaum | Published: 2019-06-18 | Updated: 2019-11-26
DNN IP Protection Method
Backdoor Attack
Attack Method
2019.06.18 2025.05.28
Literature Database

Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward

Authors: Adnan Qayyum, Muhammad Usama, Junaid Qadir, Ala Al-Fuqaha | Published: 2019-05-29
Backdoor Attack
Adversarial Example
Adversarial Attack Methods
2019.05.29 2025.05.28
Literature Database

An Investigation of Data Poisoning Defenses for Online Learning

Authors: Yizhen Wang, Somesh Jha, Kamalika Chaudhuri | Published: 2019-05-28 | Updated: 2020-02-19
Backdoor Attack
Poisoning
Taxonomy of Attacks
2019.05.28 2025.05.28
Literature Database

Privacy Risks of Securing Machine Learning Models against Adversarial Examples

Authors: Liwei Song, Reza Shokri, Prateek Mittal | Published: 2019-05-24 | Updated: 2019-08-25
Backdoor Attack
Membership Inference
Adversarial Example
2019.05.24 2025.05.28
Literature Database

Transferable Clean-Label Poisoning Attacks on Deep Neural Nets

Authors: Chen Zhu, W. Ronny Huang, Ali Shafahi, Hengduo Li, Gavin Taylor, Christoph Studer, Tom Goldstein | Published: 2019-05-15 | Updated: 2019-05-16
Backdoor Attack
Poisoning
Attack Type
2019.05.15 2025.05.28
Literature Database

A Robust Approach for Securing Audio Classification Against Adversarial Attacks

Authors: Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich | Published: 2019-04-24 | Updated: 2019-11-25
Backdoor Attack
Adversarial Example
Adversarial Attack Methods
2019.04.24 2025.05.28
Literature Database

Gotta Catch ‘Em All: Using Honeypots to Catch Adversarial Attacks on Neural Networks

Authors: Shawn Shan, Emily Wenger, Bolun Wang, Bo Li, Haitao Zheng, Ben Y. Zhao | Published: 2019-04-18 | Updated: 2020-09-28
Trapdoor Defense
Backdoor Attack
Adversarial Transferability
2019.04.18 2025.05.28
Literature Database

Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks

Authors: David J. Miller, Zhen Xiang, George Kesidis | Published: 2019-04-12 | Updated: 2019-12-02
Backdoor Attack
Poisoning
Adversarial Attack Detection
2019.04.12 2025.05.28
Literature Database

Disentangled Deep Autoencoding Regularization for Robust Image Classification

Authors: Zhenyu Duan, Martin Renqiang Min, Li Erran Li, Mingbo Cai, Yi Xu, Bingbing Ni | Published: 2019-02-27
Data Augmentation Techniques
Backdoor Attack
Robustness Improvement Method
2019.02.27 2025.05.28
Literature Database
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