Malware Detection Method

Ransomware Detection and Classification Strategies

Authors: Aldin Vehabovic, Nasir Ghani, Elias Bou-Harb, Jorge Crichigno, Aysegul Yayimli | Published: 2023-04-10
Network Threat Detection
Malware Detection Method
Machine Learning Technology
2023.04.10 2025.05.28
Literature Database

Feature Mining for Encrypted Malicious Traffic Detection with Deep Learning and Other Machine Learning Algorithms

Authors: Zihao Wang, Vrizlynn L. L. Thing | Published: 2023-04-07
Protocol Performance Evaluation
Malware Detection Method
Feature Extraction Method
2023.04.07 2025.05.28
Literature Database

Analysis, Detection, and Classification of Android Malware using System Calls

Authors: Shubham Shakya, Mayank Dave | Published: 2022-08-12
Malware Classification
Malware Detection Method
Attack Method
2022.08.12 2025.05.28
Literature Database

Online Malware Classification with System-Wide System Calls in Cloud IaaS

Authors: Phillip Brown, Austin Brown, Maanak Gupta, Mahmoud Abdelsalam | Published: 2022-08-09
Malware Classification
Malware Detection Method
Machine Learning Method
2022.08.09 2025.05.28
Literature Database

Robust Machine Learning for Malware Detection over Time

Authors: Daniele Angioni, Luca Demetrio, Maura Pintor, Battista Biggio | Published: 2022-08-09
Malware Detection Method
Robustness Evaluation
Machine Learning Method
2022.08.09 2025.05.28
Literature Database

DeepTLS: comprehensive and high-performance feature extraction for encrypted traffic

Authors: Zhi Liu | Published: 2022-08-08
Malware Detection Method
Performance Evaluation
Communication Analysis
2022.08.08 2025.05.28
Literature Database

Watch Your Back: Identifying Cybercrime Financial Relationships in Bitcoin through Back-and-Forth Exploration

Authors: Gibran Gomez, Pedro Moreno-Sanchez, Juan Caballero | Published: 2022-06-01 | Updated: 2022-10-18
Malware Detection Method
Transaction Profit and Performance
Funding
2022.06.01 2025.05.28
Literature Database

Machine Learning-based Ransomware Detection Using Low-level Memory Access Patterns Obtained From Live-forensic Hypervisor

Authors: Manabu Hirano, Ryotaro Kobayashi | Published: 2022-05-27 | Updated: 2022-08-18
Cyber Threat
Data Management System
Malware Detection Method
2022.05.27 2025.05.28
Literature Database

A Large Scale Study and Classification of VirusTotal Reports on Phishing and Malware URLs

Authors: Euijin Choo, Mohamed Nabeel, Ravindu De Silva, Ting Yu, Issa Khalil | Published: 2022-05-26
Network Threat Detection
Malware Detection Method
Malicious URL Analysis
2022.05.26 2025.05.28
Literature Database

Towards a Fair Comparison and Realistic Evaluation Framework of Android Malware Detectors based on Static Analysis and Machine Learning

Authors: Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, Jose Miguel-Alonso | Published: 2022-05-25 | Updated: 2022-10-06
Dataset evaluation
Malware Detection Method
Static Analysis
2022.05.25 2025.05.28
Literature Database
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