Adversarial Example

Are Odds Really Odd? Bypassing Statistical Detection of Adversarial Examples

Authors: Hossein Hosseini, Sreeram Kannan, Radha Poovendran | Published: 2019-07-28
Taxonomy of Attacks
Adversarial Example
Adversarial Training
2019.07.28 2025.05.28
Literature Database

Understanding Adversarial Robustness: The Trade-off between Minimum and Average Margin

Authors: Kaiwen Wu, Yaoliang Yu | Published: 2019-07-26
Trade-off Analysis
Training Method
Adversarial Example
2019.07.26 2025.05.28
Literature Database

Semisupervised Adversarial Neural Networks for Cyber Security Transfer Learning

Authors: Casey Kneale, Kolia Sadeghi | Published: 2019-07-25
Training Method
Adversarial Example
Adversarial Transferability
2019.07.25 2025.05.28
Literature Database

Enhancing Adversarial Example Transferability with an Intermediate Level Attack

Authors: Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge Belongie, Ser-Nam Lim | Published: 2019-07-23 | Updated: 2020-02-27
Effective Perturbation Methods
Adversarial Example
Adversarial Transferability
2019.07.23 2025.05.28
Literature Database

Adversarial Security Attacks and Perturbations on Machine Learning and Deep Learning Methods

Authors: Arif Siddiqi | Published: 2019-07-17
Poisoning
Adversarial Example
Adversarial Attack Methods
2019.07.17 2025.05.28
Literature Database

Latent Adversarial Defence with Boundary-guided Generation

Authors: Xiaowei Zhou, Ivor W. Tsang, Jie Yin | Published: 2019-07-16
Adversarial Example
Adversarial Attack Methods
Deep Learning Technology
2019.07.16 2025.05.28
Literature Database

Evaluating Explanation Without Ground Truth in Interpretable Machine Learning

Authors: Fan Yang, Mengnan Du, Xia Hu | Published: 2019-07-16 | Updated: 2019-08-15
XAI (Explainable AI)
Model Interpretability
Adversarial Example
2019.07.16 2025.05.28
Literature Database

Measuring the Transferability of Adversarial Examples

Authors: Deyan Petrov, Timothy M. Hospedales | Published: 2019-07-14
Adversarial Example
Adversarial attack
Deep Learning Method
2019.07.14 2025.05.28
Literature Database

Adversarial Objects Against LiDAR-Based Autonomous Driving Systems

Authors: Yulong Cao, Chaowei Xiao, Dawei Yang, Jing Fang, Ruigang Yang, Mingyan Liu, Bo Li | Published: 2019-07-11
Adversarial Example
Adversarial attack
Deep Learning Method
2019.07.11 2025.05.28
Literature Database

Why Blocking Targeted Adversarial Perturbations Impairs the Ability to Learn

Authors: Ziv Katzir, Yuval Elovici | Published: 2019-07-11
Adversarial Example
Adversarial attack
Deep Learning Method
2019.07.11 2025.05.28
Literature Database
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