Adversarial Example

Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions

Authors: Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison Cottrell, Geoffrey Hinton | Published: 2019-07-05 | Updated: 2020-02-18
Adversarial Example
Adversarial attack
Deep Learning Method
2019.07.05 2025.05.28
Literature Database

Adversarial Robustness via Label-Smoothing

Authors: Morgane Goibert, Elvis Dohmatob | Published: 2019-06-27 | Updated: 2019-10-15
Adversarial Example
Adversarial attack
Deep Learning Method
2019.06.27 2025.05.28
Literature Database

Adversarial Examples to Fool Iris Recognition Systems

Authors: Sobhan Soleymani, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi | Published: 2019-06-21 | Updated: 2019-07-18
Adversarial Example
Adversarial attack
Deep Learning Method
2019.06.21 2025.05.28
Literature Database

Convergence of Adversarial Training in Overparametrized Neural Networks

Authors: Ruiqi Gao, Tianle Cai, Haochuan Li, Liwei Wang, Cho-Jui Hsieh, Jason D. Lee | Published: 2019-06-19 | Updated: 2019-11-09
robustness requirements
Adversarial Example
Deep Learning Method
2019.06.19 2025.05.28
Literature Database

Adversarial Robustness Assessment: Why both $L_0$ and $L_\infty$ Attacks Are Necessary

Authors: Shashank Kotyan, Danilo Vasconcellos Vargas | Published: 2019-06-14 | Updated: 2020-07-16
Adversarial Example
Adversarial Learning
Defense Method
2019.06.14 2025.05.28
Literature Database

Adversarial Explanations for Understanding Image Classification Decisions and Improved Neural Network Robustness

Authors: Walt Woods, Jack Chen, Christof Teuscher | Published: 2019-06-07 | Updated: 2019-08-06
Poisoning
Adversarial Example
Adversarial Training
2019.06.07 2025.05.28
Literature Database

DAWN: Dynamic Adversarial Watermarking of Neural Networks

Authors: Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan | Published: 2019-06-03 | Updated: 2021-07-16
Membership Inference
Adversarial Example
Watermarking Technology
2019.06.03 2025.05.28
Literature Database

IoT Network Security from the Perspective of Adversarial Deep Learning

Authors: Yalin E. Sagduyu, Yi Shi, Tugba Erpek | Published: 2019-05-31
Adversarial Example
Adversarial Spectrum Attack Detection
Deep Learning Method
2019.05.31 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

Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss

Authors: Pengcheng Li, Jinfeng Yi, Bowen Zhou, Lijun Zhang | Published: 2019-05-28
Poisoning
Adversarial Example
Adversarial Learning
2019.05.28 2025.05.28
Literature Database
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