Feature Extraction

An Experimental Study of Machine Learning-Based Intrusion Detection for OPC UA over Industrial Private 5G Networks

Authors: Song Son Ha, Kunal Singh, Florian Foerster, Henry Beuster, Tim Kittel, Dominik Merli, Gerd Scholl | Published: 2026-03-24
Machine Learning Application
Feature Extraction
Evaluation Method
2026.03.24 2026.03.26
Literature Database

Explainable Threat Attribution for IoT Networks Using Conditional SHAP and Flow Behavior Modelling

Authors: Samuel Ozechi, Jennifer Okonkwoabutu | Published: 2026-03-24
Model DoS
Feature Extraction
Threat Actor Support
2026.03.24 2026.03.26
Literature Database

Phishing Detection System: An Ensemble Approach Using Character-Level CNN and Feature Engineering

Authors: Rudra Dubey, Arpit Mani Tripathi, Archit Srivastava, Sarvpal Singh | Published: 2025-12-18
Ensemble Learning
次世代フィッシング検出
Feature Extraction
2025.12.18 2025.12.20
Literature Database

Demystifying Feature Engineering in Malware Analysis of API Call Sequences

Authors: Tianheng Qu, Hongsong Zhu, Limin Sun, Haining Wang, Haiqiang Fei, Zheng He, Zhi Li | Published: 2025-12-01
Cybersecurity
Dataset Generation
Feature Extraction
2025.12.01 2025.12.03
Literature Database

DRsam: Detection of Fault-Based Microarchitectural Side-Channel Attacks in RISC-V Using Statistical Preprocessing and Association Rule Mining

Authors: Muhammad Hassan, Maria Mushtaq, Jaan Raik, Tara Ghasempouri | Published: 2025-10-21
Program Analysis
Feature Extraction
Anomaly Detection Method
2025.10.21 2025.10.23
Literature Database

PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants

Authors: Ruofan Liu, Yun Lin, Silas Yeo Shuen Yu, Xiwen Teoh, Zhenkai Liang, Jin Song Dong | Published: 2025-07-21
Social Engineering Attack
Business Email Compromise
Feature Extraction
2025.07.21 2025.07.23
Literature Database

A Crowdsensing Intrusion Detection Dataset For Decentralized Federated Learning Models

Authors: Chao Feng, Alberto Huertas Celdran, Jing Han, Heqing Ren, Xi Cheng, Zien Zeng, Lucas Krauter, Gerome Bovet, Burkhard Stiller | Published: 2025-07-17
IoT Data Analysis Task
Performance Evaluation Method
Feature Extraction
2025.07.17 2025.07.19
Literature Database

KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs

Authors: Xin Fan Guo, Albert Merono Penuela, Sergio Maffeis, Fabio Pierazzi | Published: 2025-06-24
Model Inversion
攻撃戦略分析
Feature Extraction
2025.06.24 2025.06.26
Literature Database

IntelliAV: Building an Effective On-Device Android Malware Detector

Authors: Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto | Published: 2018-02-04
Risk Assessment
Machine Learning Method
Feature Extraction
2018.02.04 2025.05.28
Literature Database