Optimization Strategy

Adversarial Samples on Android Malware Detection Systems for IoT Systems

Authors: Xiaolei Liu, Xiaojiang Du, Xiaosong Zhang, Qingxin Zhu, Mohsen Guizani | Published: 2019-02-12
Malware Detection Method
Adversarial Attack Methods
Optimization Strategy
2019.02.12 2025.05.28
Literature Database

Model Compression with Adversarial Robustness: A Unified Optimization Framework

Authors: Shupeng Gui, Haotao Wang, Chen Yu, Haichuan Yang, Zhangyang Wang, Ji Liu | Published: 2019-02-10 | Updated: 2019-12-28
Adversarial Learning
Adversarial attack
Optimization Strategy
2019.02.10 2025.05.28
Literature Database

Federated Optimization in Heterogeneous Networks

Authors: Tian Li, Anit Kumar Sahu, Manzil Zaheer, Maziar Sanjabi, Ameet Talwalkar, Virginia Smith | Published: 2018-12-14 | Updated: 2020-04-21
Optimization Strategy
Deep Learning Method
Federated Learning
2018.12.14 2025.05.28
Literature Database

Stealing Hyperparameters in Machine Learning

Authors: Binghui Wang, Neil Zhenqiang Gong | Published: 2018-02-14 | Updated: 2019-09-07
Privacy-Preserving Machine Learning
Model Extraction Attack
Optimization Strategy
2018.02.14 2025.05.28
Literature Database