Literature Database

Weight Map Layer for Noise and Adversarial Attack Robustness

Authors: Mohammed Amer, Tomás Maul | Published: 2019-05-02 | Updated: 2020-12-02
Robust Estimation
Future Research
Adversarial Attack Methods
2019.05.02 2025.05.28
Literature Database

NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks

Authors: Yandong Li, Lijun Li, Liqiang Wang, Tong Zhang, Boqing Gong | Published: 2019-05-01 | Updated: 2019-12-09
Adversarial Example
Adversarial Attack Methods
Deep Learning Technology
2019.05.01 2025.05.28
Literature Database

To believe or not to believe: Validating explanation fidelity for dynamic malware analysis

Authors: Li Chen, Carter Yagemann, Evan Downing | Published: 2019-04-30
Malware Detection
Deep Learning Technology
Image Classification Interpretation
2019.04.30 2025.05.28
Literature Database

Detecting Adversarial Examples through Nonlinear Dimensionality Reduction

Authors: Francesco Crecchi, Davide Bacciu, Battista Biggio | Published: 2019-04-30 | Updated: 2019-05-01
Adversarial Example
Adversarial Attack Methods
Deep Learning Technology
2019.04.30 2025.05.28
Literature Database

Adversarial Training and Robustness for Multiple Perturbations

Authors: Florian Tramèr, Dan Boneh | Published: 2019-04-30 | Updated: 2019-10-18
Robust Estimation
Adversarial Example
Adversarial Attack Methods
2019.04.30 2025.05.28
Literature Database

Adversarial Training for Free!

Authors: Ali Shafahi, Mahyar Najibi, Amin Ghiasi, Zheng Xu, John Dickerson, Christoph Studer, Larry S. Davis, Gavin Taylor, Tom Goldstein | Published: 2019-04-29 | Updated: 2019-11-20
Poisoning
Adversarial Example
Adaptive Adversarial Training
2019.04.29 2025.05.28
Literature Database

SEALion: a Framework for Neural Network Inference on Encrypted Data

Authors: Tim van Elsloo, Giorgio Patrini, Hamish Ivey-Law | Published: 2019-04-29
Framework
Encryption Method
Deep Learning Technology
2019.04.29 2025.05.28
Literature Database

Deep pNML: Predictive Normalized Maximum Likelihood for Deep Neural Networks

Authors: Koby Bibas, Yaniv Fogel, Meir Feder | Published: 2019-04-28 | Updated: 2020-01-08
Out-of-Distribution Detection
Robust Estimation
Deep Learning Technology
2019.04.28 2025.05.28
Literature Database

End-to-End Adversarial Learning for Intrusion Detection in Computer Networks

Authors: Bahram Mohammadi, Mohammad Sabokrou | Published: 2019-04-25
Intrusion Detection System
Deep Learning Technology
Evaluation Method
2019.04.25 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
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