Dataset Generation

Data Analytics-enabled Intrusion Detection: Evaluations of ToN_IoT Linux Datasets

Authors: Nour Moustafa, Mohiuddin Ahmed, Sherif Ahmed | Published: 2020-10-04
Dataset Generation
Data Extraction and Analysis
Attack Method
2020.10.04 2025.05.28
Literature Database

Automatic Malware Description via Attribute Tagging and Similarity Embedding

Authors: Felipe N. Ducau, Ethan M. Rudd, Tad M. Heppner, Alex Long, Konstantin Berlin | Published: 2019-05-15 | Updated: 2020-01-23
Dataset Generation
Malware Detection Method
Model Evaluation
2019.05.15 2025.05.28
Literature Database

Multiple perspectives HMM-based feature engineering for credit card fraud detection

Authors: Yvan Lucas, Pierre-Edouard Portier, Léa Laporte, Olivier Caelen, Liyun He-Guelton, Sylvie Calabretto, Michael Granitzer | Published: 2019-05-15
Dataset Generation
Model Evaluation
Role of Machine Learning
2019.05.15 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

Semi-supervised classification for dynamic Android malware detection

Authors: Li Chen, Mingwei Zhang, Chih-Yuan Yang, Ravi Sahita | Published: 2017-04-19
Online Malware Detection
Security Analysis Method
Dataset Generation
2017.04.19 2025.05.28
Literature Database