Adversarial Attack Methods

Identifying Classes Susceptible to Adversarial Attacks

Authors: Rangeet Pan, Md Johirul Islam, Shibbir Ahmed, Hridesh Rajan | Published: 2019-05-30
Vulnerability of Adversarial Examples
Adversarial Attack Methods
Deep Learning
2019.05.30 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

Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object Tracking

Authors: Yunhan Jia, Yantao Lu, Junjie Shen, Qi Alfred Chen, Zhenyu Zhong, Tao Wei | Published: 2019-05-27 | Updated: 2019-05-30
Cybersecurity
Tracking Method
Adversarial Attack Methods
2019.05.27 2025.05.28
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

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

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

A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning

Authors: Shahbaz Rezaei, Xin Liu | Published: 2019-04-08 | Updated: 2020-01-29
Model evaluation methods
Adversarial Attack Methods
Deep Learning Technology
2019.04.08 2025.05.28
Literature Database

Practical Hidden Voice Attacks against Speech and Speaker Recognition Systems

Authors: Hadi Abdullah, Washington Garcia, Christian Peeters, Patrick Traynor, Kevin R. B. Butler, Joseph Wilson | Published: 2019-03-18
Signal Processing Techniques
Adversarial Attack Methods
Speech Synthesis Technology
2019.03.18 2025.05.28
Literature Database
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