Adversarial Attack Detection

Adversarial Image Translation: Unrestricted Adversarial Examples in Face Recognition Systems

Authors: Kazuya Kakizaki, Kosuke Yoshida | Published: 2019-05-09 | Updated: 2020-01-28
Factors of Performance Degradation
Adversarial Example
Adversarial Attack Detection
2019.05.09 2025.05.28
Literature Database

Adaptive Generation of Unrestricted Adversarial Inputs

Authors: Isaac Dunn, Hadrien Pouget, Tom Melham, Daniel Kroening | Published: 2019-05-07 | Updated: 2019-10-01
Adversarial Example
Adversarial Attack Detection
Adaptive Adversarial Training
2019.05.07 2025.05.28
Literature Database

Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples

Authors: Vikash Sehwag, Arjun Nitin Bhagoji, Liwei Song, Chawin Sitawarin, Daniel Cullina, Mung Chiang, Prateek Mittal | Published: 2019-05-05
Poisoning
Adversarial Example
Adversarial Attack Detection
2019.05.05 2025.05.28
Literature Database

CharBot: A Simple and Effective Method for Evading DGA Classifiers

Authors: Jonathan Peck, Claire Nie, Raaghavi Sivaguru, Charles Grumer, Femi Olumofin, Bin Yu, Anderson Nascimento, Martine De Cock | Published: 2019-05-03 | Updated: 2019-05-30
Malware Detection
Adversarial Attack Detection
Machine Learning
2019.05.03 2025.05.28
Literature Database

Transfer of Adversarial Robustness Between Perturbation Types

Authors: Daniel Kang, Yi Sun, Tom Brown, Dan Hendrycks, Jacob Steinhardt | Published: 2019-05-03
Adversarial Example
Adversarial Attack Detection
Adaptive Adversarial Training
2019.05.03 2025.05.28
Literature Database

Defensive Quantization: When Efficiency Meets Robustness

Authors: Ji Lin, Chuang Gan, Song Han | Published: 2019-04-17
Adversarial Learning
Adversarial Attack Detection
Quantized Neural Network
2019.04.17 2025.05.28
Literature Database

Adversarial Defense Through Network Profiling Based Path Extraction

Authors: Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu | Published: 2019-04-17 | Updated: 2019-05-09
Model Performance Evaluation
Adversarial Attack Detection
Deep Learning
2019.04.17 2025.05.28
Literature Database

Are Self-Driving Cars Secure? Evasion Attacks against Deep Neural Networks for Steering Angle Prediction

Authors: Alesia Chernikova, Alina Oprea, Cristina Nita-Rotaru, BaekGyu Kim | Published: 2019-04-15
Adversarial Learning
Adversarial Attack Detection
Deep Learning
2019.04.15 2025.05.28
Literature Database

Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks

Authors: David J. Miller, Zhen Xiang, George Kesidis | Published: 2019-04-12 | Updated: 2019-12-02
Backdoor Attack
Poisoning
Adversarial Attack Detection
2019.04.12 2025.05.28
Literature Database

Malware Evasion Attack and Defense

Authors: Yonghong Huang, Utkarsh Verma, Celeste Fralick, Gabriel Infante-Lopez, Brajesh Kumarz, Carl Woodward | Published: 2019-04-07 | Updated: 2019-04-16
Malware Detection
Adversarial Example
Adversarial Attack Detection
2019.04.07 2025.05.28
Literature Database
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