Dataset Generation

Attack Rules: An Adversarial Approach to Generate Attacks for Industrial Control Systems using Machine Learning

Authors: Muhammad Azmi Umer, Chuadhry Mujeeb Ahmed, Muhammad Taha Jilani, Aditya P. Mathur | Published: 2021-07-11
Dataset Generation
Data Flow Analysis
Attack Scenario Analysis

A Large-Scale Database for Graph Representation Learning

Authors: Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau | Published: 2020-11-16 | Updated: 2021-11-07
Dataset Generation
Performance Evaluation
Malware Detection Method

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

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

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

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

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