Research Methodology

Methodology for the Automated Metadata-Based Classification of Incriminating Digital Forensic Artefacts

Authors: Xiaoyu Du, Mark Scanlon | Published: 2019-07-02
Data Extraction and Analysis
Machine Learning Framework
Research Methodology
2019.07.02 2025.05.28
Literature Database

Machine Learning for Intelligent Authentication in 5G-and-Beyond Wireless Networks

Authors: He Fang, Xianbin Wang, Stefano Tomasin | Published: 2019-06-30 | Updated: 2019-07-28
Security Testing
Machine Learning Framework
Research Methodology
2019.06.30 2025.05.28
Literature Database

advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch

Authors: Gavin Weiguang Ding, Luyu Wang, Xiaomeng Jin | Published: 2019-02-20
Poisoning
Adversarial Learning
Research Methodology
2019.02.20 2025.05.28
Literature Database

Use Dimensionality Reduction and SVM Methods to Increase the Penetration Rate of Computer Networks

Authors: Amir Moradibaad, Ramin Jalilian Mashhoud | Published: 2018-12-07 | Updated: 2018-12-13
Malware Detection
Research Methodology
Selection Method
2018.12.07 2025.05.28
Literature Database

Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue

Authors: Zhongyi Hu, Raymond Chiong, Ilung Pranata, Yukun Bao, Yuqing Lin | Published: 2018-10-19
Malware Detection
Performance Evaluation Metrics
Research Methodology
2018.10.19 2025.05.28
Literature Database

Generating Labeled Flow Data from MAWILab Traces for Network Intrusion Detection

Authors: Jinoh Kim, Caitlin Sim, Jinhwan Choi | Published: 2018-10-03
Data Generation
Anomaly Detection in Logs
Research Methodology
2018.10.03 2025.05.28
Literature Database

DeepImageSpam: Deep Learning based Image Spam Detection

Authors: Amara Dinesh Kumar, Vinayakumar R, Soman KP | Published: 2018-10-03
Spam Classification Model
Adversarial Example Detection
Research Methodology
2018.10.03 2025.05.28
Literature Database

Yedrouj-Net: An efficient CNN for spatial steganalysis

Authors: Mehdi Yedroudj, Frederic Comby, Marc Chaumont | Published: 2018-02-26
Privacy Design Principles
Machine Learning Technology
Research Methodology
2018.02.26 2025.05.28
Literature Database