Malware Detection

Gravity Falls: A Comparative Analysis of Domain-Generation Algorithm (DGA) Detection Methods for Mobile Device Spearphishing

Authors: Adam Dorian Wong, John D. Hastings | Published: 2026-03-03
フィッシング検出手法
Malware Detection
2026.03.03 2026.03.04
Literature Database

SafePickle: Robust and Generic ML Detection of Malicious Pickle-based ML Models

Authors: Hillel Ohayon, Daniel Gilkarov, Ran Dubin | Published: 2026-02-23
Malware Detection
Malware Detection Method
Model Extraction Attack
2026.02.23 2026.02.25
Literature Database

A Comparison of Adversarial Learning Techniques for Malware Detection

Authors: Pavla Louthánová, Matouš Kozák, Martin Jureček, Mark Stamp | Published: 2023-08-19
Malware Detection
Adversarial Example
Adversarial attack
2023.08.19 2025.05.28
Literature Database

Cryptographic ransomware encryption detection: Survey

Authors: Kenan Begovic, Abdulaziz Al-Ali, Qutaibah Malluhi | Published: 2023-06-21
API Monitoring Method
Malware Detection
Cryptography
2023.06.21 2025.05.28
Literature Database

On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunities

Authors: Masoud Mehrabi Koushki, Ibrahim AbuAlhaol, Anandharaju Durai Raju, Yang Zhou, Ronnie Salvador Giagone, Huang Shengqiang | Published: 2023-06-12
Role of MLSecOps
Cybersecurity
Malware Detection
2023.06.12 2025.05.28
Literature Database

MalIoT: Scalable and Real-time Malware Traffic Detection for IoT Networks

Authors: Ethan Weitkamp, Yusuke Satani, Adam Omundsen, Jingwen Wang, Peilong Li | Published: 2023-04-02
LSTM Model Performance Evaluation
Malware Detection
Machine Learning Method
2023.04.02 2025.05.28
Literature Database

Automated Machine Learning for Deep Learning based Malware Detection

Authors: Austin Brown, Maanak Gupta, Mahmoud Abdelsalam | Published: 2023-03-03 | Updated: 2023-11-03
Hyperparameter Tuning
Malware Detection
Model Performance Evaluation
2023.03.03 2025.05.28
Literature Database

Design of secure and robust cognitive system for malware detection

Authors: Sanket Shukla | Published: 2022-08-03
Malware Detection
Robustness
Adversarial Example
2022.08.03 2025.05.28
Literature Database

Cybersecurity: Past, Present and Future

Authors: Shahid Alam | Published: 2022-07-04 | Updated: 2024-03-03
Storage Device
Digital Forensics
Malware Detection
2022.07.04 2025.05.28
Literature Database

Fusing Feature Engineering and Deep Learning: A Case Study for Malware Classification

Authors: Daniel Gibert, Carles Mateu, Jordi Planes, Quan Le | Published: 2022-06-12
Malware Detection
Adversarial Example
Deep Learning Method
2022.06.12 2025.05.28
Literature Database
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