Adversarial attack

Security Analysis and Enhancement of Model Compressed Deep Learning Systems under Adversarial Attacks

Authors: Qi Liu, Tao Liu, Zihao Liu, Yanzhi Wang, Yier Jin, Wujie Wen | Published: 2018-02-14 | Updated: 2018-03-19
Certified Robustness
Adversarial Example
Adversarial attack
2018.02.14 2025.05.28
Literature Database

Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection

Authors: Andrea Paudice, Luis Muñoz-González, Andras Gyorgy, Emil C. Lupu | Published: 2018-02-08
Poisoning
Adversarial attack
Detection of Poisonous Data
2018.02.08 2025.05.28
Literature Database

A Game-Theoretic Approach to Design Secure and Resilient Distributed Support Vector Machines

Authors: Rui Zhang, Quanyan Zhu | Published: 2018-02-07
Multi-Objective Optimization
Adversarial attack
Machine Learning Method
2018.02.07 2025.05.28
Literature Database

Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach

Authors: Tsui-Wei Weng, Huan Zhang, Pin-Yu Chen, Jinfeng Yi, Dong Su, Yupeng Gao, Cho-Jui Hsieh, Luca Daniel | Published: 2018-01-31
Certified Robustness
Robustness Evaluation
Adversarial attack
2018.01.31 2025.05.28
Literature Database

Learning to Evade Static PE Machine Learning Malware Models via Reinforcement Learning

Authors: Hyrum S. Anderson, Anant Kharkar, Bobby Filar, David Evans, Phil Roth | Published: 2018-01-26 | Updated: 2018-01-30
Reinforcement Learning Method
Adversarial attack
Machine Learning Method
2018.01.26 2025.05.28
Literature Database

Sparsity-based Defense against Adversarial Attacks on Linear Classifiers

Authors: Zhinus Marzi, Soorya Gopalakrishnan, Upamanyu Madhow, Ramtin Pedarsani | Published: 2018-01-15 | Updated: 2018-06-19
Sparsity Defense
Adversarial Learning
Adversarial attack
2018.01.15 2025.05.28
Literature Database

LatentPoison – Adversarial Attacks On The Latent Space

Authors: Antonia Creswell, Anil A. Bharath, Biswa Sengupta | Published: 2017-11-08
Poisoning
Certified Robustness
Adversarial attack
2017.11.08 2025.05.28
Literature Database

Intriguing Properties of Adversarial Examples

Authors: Ekin D. Cubuk, Barret Zoph, Samuel S. Schoenholz, Quoc V. Le | Published: 2017-11-08
Adversarial Example
Adversarial Learning
Adversarial attack
2017.11.08 2025.05.28
Literature Database