Adversarial Example

Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions

Authors: Jon Vadillo, Roberto Santana, Jose A. Lozano | Published: 2020-04-14 | Updated: 2023-01-25
Robustness Evaluation
Adversarial Example
Adversarial Learning
2020.04.14 2025.05.28
Literature Database

Towards Robust Classification with Image Quality Assessment

Authors: Yeli Feng, Yiyu Cai | Published: 2020-04-14
Robustness
Adversarial Example
Deep Learning
2020.04.14 2025.05.28
Literature Database

Luring of transferable adversarial perturbations in the black-box paradigm

Authors: Rémi Bernhard, Pierre-Alain Moellic, Jean-Max Dutertre | Published: 2020-04-10 | Updated: 2021-03-03
Robustness Improvement Method
Attack Evaluation
Adversarial Example
2020.04.10 2025.05.28
Literature Database

MetaPoison: Practical General-purpose Clean-label Data Poisoning

Authors: W. Ronny Huang, Jonas Geiping, Liam Fowl, Gavin Taylor, Tom Goldstein | Published: 2020-04-01 | Updated: 2021-02-21
Backdoor Attack
Poisoning
Adversarial Example
2020.04.01 2025.05.28
Literature Database

Adversarial Perturbations Fool Deepfake Detectors

Authors: Apurva Gandhi, Shomik Jain | Published: 2020-03-24 | Updated: 2020-05-15
Adversarial Example
Adversarial Attack Methods
Defense Method
2020.03.24 2025.05.28
Literature Database

One Neuron to Fool Them All

Authors: Anshuman Suri, David Evans | Published: 2020-03-20 | Updated: 2020-06-09
Training Method
Robustness
Adversarial Example
2020.03.20 2025.05.28
Literature Database

RAB: Provable Robustness Against Backdoor Attacks

Authors: Maurice Weber, Xiaojun Xu, Bojan Karlaš, Ce Zhang, Bo Li | Published: 2020-03-19 | Updated: 2023-08-03
Backdoor Attack
Robustness
Adversarial Example
2020.03.19 2025.05.28
Literature Database

Adversarial Transferability in Wearable Sensor Systems

Authors: Ramesh Kumar Sah, Hassan Ghasemzadeh | Published: 2020-03-17 | Updated: 2021-07-15
Adversarial Example
Adversarial Attack Methods
Non-Identical Dataset
2020.03.17 2025.05.28
Literature Database

Manifold Regularization for Locally Stable Deep Neural Networks

Authors: Charles Jin, Martin Rinard | Published: 2020-03-09 | Updated: 2020-09-22
Training Method
Robustness
Adversarial Example
2020.03.09 2025.05.28
Literature Database

Gradient-based adversarial attacks on categorical sequence models via traversing an embedded world

Authors: Ivan Fursov, Alexey Zaytsev, Nikita Kluchnikov, Andrey Kravchenko, Evgeny Burnaev | Published: 2020-03-09 | Updated: 2020-10-12
Adversarial Example
Adversarial attack
Generative Model
2020.03.09 2025.05.28
Literature Database
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