Private Federated Learning with Domain Adaptation
Authors: Daniel Peterson, Pallika Kanani, Virendra J. Marathe | Published: 2019-12-13
Machine Learning Technology
Expansion of Cyber Attack Data From Unbalanced Datasets Using Generative Techniques
Authors: Ibrahim Yilmaz, Rahat Masum | Published: 2019-12-10
Detecting Cyberattacks in Industrial Control Systems Using Online Learning Algorithms
Authors: Guangxia Lia, Yulong Shena, Peilin Zhaob, Xiao Lu, Jia Liu, Yangyang Liu, Steven C. H. Hoi | Published: 2019-12-08
Effect of Imbalanced Datasets on Security of Industrial IoT Using Machine Learning
Authors: Maede Zolanvari, Marcio A. Teixeira, Raj Jain | Published: 2019-12-02
Cognitive Internet of Vehicles: Motivation, Layered Architecture and Security Issues
Authors: Khondokar Fida Hasan, Tarandeep Kaur, Md. Mhedi Hasan, Yanming Feng | Published: 2019-11-20
Machine Learning in Network Security Using KNIME Analytics
Authors: Munther Abualkibash | Published: 2019-11-18
Universal Approximation with Certified Networks
Authors: Maximilian Baader, Matthew Mirman, Martin Vechev | Published: 2019-09-30 | Updated: 2020-01-14
Alleviating Privacy Attacks via Causal Learning
Authors: Shruti Tople, Amit Sharma, Aditya Nori | Published: 2019-09-27 | Updated: 2020-07-17
Matrix Sketching for Secure Collaborative Machine Learning
Authors: Mengjiao Zhang, Shusen Wang | Published: 2019-09-24 | Updated: 2021-07-08
Multi-task Learning and Catastrophic Forgetting in Continual Reinforcement Learning
Authors: João Ribeiro, Francisco S. Melo, João Dias | Published: 2019-09-22