Decision Tree

Verifiable Learning for Robust Tree Ensembles

Authors: Stefano Calzavara, Lorenzo Cazzaro, Giulio Ermanno Pibiri, Nicola Prezza | Published: 2023-05-05 | Updated: 2023-11-11
Random Forest
Adversarial Attack Methods
Decision Tree
2023.05.05 2025.05.28
Literature Database

Privacy Preserving Ultra-Short-term Wind Power Prediction Based on Secure Multi Party Computation

Authors: Hang Fan, Xiaoyu Fan, Tianyi Hao, Wei Wei, Kun Chen, Guosai Wang, Xiaofeng Jia, Yidong Li, Wei Xu | Published: 2023-01-31
Privacy Enhancing Technology
Participant Selection Method
Decision Tree
2023.01.31 2025.05.28
Literature Database

Network Intrusion Detection System in a Light Bulb

Authors: Liam Daly Manocchio, Siamak Layeghy, Marius Portmann | Published: 2022-10-06
IoT Security Risks
Model Design
Decision Tree
2022.10.06 2025.05.28
Literature Database

Federated Boosted Decision Trees with Differential Privacy

Authors: Samuel Maddock, Graham Cormode, Tianhao Wang, Carsten Maple, Somesh Jha | Published: 2022-10-06
Privacy Protection Method
Decision Tree
Weight Update Method
2022.10.06 2025.05.28
Literature Database

Network Intrusion Detection Using Wrapper-based Decision Tree for Feature Selection

Authors: Mubarak Albarka Umar, Chen Zhanfang, Yan Liu | Published: 2020-08-11
Machine Learning Technology
Decision Tree
Evaluation Method
2020.08.11 2025.05.28
Literature Database