Random Forest

Federated unsupervised random forest for privacy-preserving patient stratification

Authors: Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler | Published: 2024-01-29
Clustering methods
Random Forest
Federated Learning
2024.01.29 2025.05.27
Literature Database

Zero-Day Threats Detection for Critical Infrastructures

Authors: Mike Nkongolo, Mahmut Tokmak | Published: 2023-06-10
Random Forest
Attack Method
Statistical Methods
2023.06.10 2025.05.28
Literature Database

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

SmartKex: Machine Learning Assisted SSH Keys Extraction From The Heap Dump

Authors: Christofer Fellicious, Stewart Sentanoe, Michael Granitzer, Hans P. Reiser | Published: 2022-09-12 | Updated: 2022-09-13
Memory Management Method
Random Forest
Machine Learning Method
2022.09.12 2025.05.28
Literature Database

Evaluation of a User Authentication Schema Using Behavioral Biometrics and Machine Learning

Authors: Laura Pryor, Jacob Mallet, Rushit Dave, Naeem Seliya, Mounika Vanamala, Evelyn Sowells Boone | Published: 2022-05-07
User Experience Evaluation
Random Forest
Performance Evaluation
2022.05.07 2025.05.28
Literature Database

Phishing URL Detection Through Top-level Domain Analysis: A Descriptive Approach

Authors: Orestis Christou, Nikolaos Pitropakis, Pavlos Papadopoulos, Sean McKeown, William J. Buchanan | Published: 2020-05-13
URL analysis techniques
Random Forest
Machine Learning Algorithm
2020.05.13 2025.05.28
Literature Database

Detection of Advanced Malware by Machine Learning Techniques

Authors: Sanjay Sharma, C. Rama Krishna, Sanjay K. Sahay | Published: 2019-03-07
Malware Evolution
Random Forest
Selection Method
2019.03.07 2025.05.28
Literature Database

Extracting vehicle sensor signals from CAN logs for driver re-identification

Authors: Szilvia Lestyan, Gergely Acs, Gergely Biczok, Zsolt Szalay | Published: 2019-02-24 | Updated: 2019-10-25
Random Forest
Machine Learning
Vehicle Network
2019.02.24 2025.05.28
Literature Database

Contaminant Removal for Android Malware Detection Systems

Authors: Lichao Sun, Xiaokai Wei, Jiawei Zhang, Lifang He, Philip S. Yu, Witawas Srisa-an | Published: 2017-11-07 | Updated: 2017-11-14
Dataset Generation
Malware Detection Method
Random Forest
2017.11.07 2025.05.28
Literature Database

A Machine Learning Based Intrusion Detection System for Software Defined 5G Network

Authors: Jiaqi Li, Zhifeng Zhao, Rongpeng Li | Published: 2017-07-10
Model Performance Evaluation
Random Forest
Machine Learning Method
2017.07.10 2025.05.28
Literature Database