Deep Learning Based Android Malware Detection Framework
☆40Oct 4, 2020Updated 5 years ago
Alternatives and similar repositories for Malware-Detection
Users that are interested in Malware-Detection are comparing it to the libraries listed below
Sorting:
- Android Malware Detection using Deep Learning☆53Aug 21, 2019Updated 6 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆179Oct 12, 2020Updated 5 years ago
- A machine learning based Android malware detection model.☆14Apr 13, 2017Updated 8 years ago
- Effectiveness of additional training of an ANN based model in detectining android malware☆16Aug 7, 2019Updated 6 years ago
- Mining API-Level Features for Robust Malware Detection in Android☆24Jan 10, 2018Updated 8 years ago
- Code for Deep Android Malware Detection paper☆180Nov 25, 2017Updated 8 years ago
- ☆59Mar 11, 2018Updated 7 years ago
- Android malware detection using static and dynamic analysis☆39Apr 16, 2019Updated 6 years ago
- Malware detection project on Android devices using machine learning classification algorithms.☆78Jun 13, 2017Updated 8 years ago
- android app for malware detection☆28Jan 6, 2018Updated 8 years ago
- Structural Analysis and Detection of Android Malware☆76Jun 17, 2024Updated last year
- Android Malware detection using Deep Learning Hybrid Model.☆24Mar 28, 2018Updated 7 years ago
- android malware detection☆12Mar 16, 2016Updated 9 years ago
- Android Malware Detection based on Deep Learning☆13Dec 8, 2017Updated 8 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Nov 30, 2021Updated 4 years ago
- The repository contains the python implementation of the Android Malware Detection paper: "Empirical assessment of machine learning-based…☆24Oct 3, 2017Updated 8 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆13Jan 14, 2020Updated 6 years ago
- Android Malware Detection Framework☆81Jan 4, 2017Updated 9 years ago
- Malware detection in android using permissions, API calls, CFGs as features☆18Oct 10, 2017Updated 8 years ago
- A Practical Deep Learning-based Android Malware Detection System☆15Nov 4, 2022Updated 3 years ago
- One script to create a permission-based dataset of android applications for your next ML Malware Detection gizmo.☆18Dec 1, 2022Updated 3 years ago
- A targeted input generator for Android that improves the effectiveness of dynamic malware analysis.☆59Jun 20, 2018Updated 7 years ago
- Open source malware detection program using machine learning algorithms on system call traces.☆21Jan 3, 2018Updated 8 years ago
- An antivirus powered by machine learning.☆41Feb 4, 2018Updated 8 years ago
- Extract call graph from apks using Flowdroid.☆20Jun 11, 2020Updated 5 years ago
- Static and Dynamic Android App analyzer☆25Dec 22, 2022Updated 3 years ago
- 本科毕业设计,参考LENET-5模型,将恶意软件转化为灰度图,通过卷积神经网络实现了恶意软件检测分类,准确率达98%。☆26Jul 4, 2020Updated 5 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Nov 21, 2023Updated 2 years ago
- A general-purpose, easy-to-use fuzzer with interesting analysis options. Supports feedback-driven code coverage modes.☆23Dec 5, 2017Updated 8 years ago
- ⛔🛡️ WeDefend - Monitor and Protect Windows from Remote Access Trojan☆25Jun 16, 2018Updated 7 years ago
- With the growth of mobile devices and applications, the number of malicious software, or malware, is rapidly increasing in recent years, …☆23Jul 30, 2019Updated 6 years ago
- TIRO - A hybrid iterative deobfuscation framework for Android applications☆27Aug 17, 2018Updated 7 years ago
- This project seeks to apply machine learning algorithms to Android malware classification.☆104Oct 14, 2018Updated 7 years ago
- A Federated Learning based Android Malware Classification System☆28Feb 15, 2024Updated 2 years ago
- OWASP Seraphimdroid is an open source project with aim to create, as a community, an open platform for education and protection of Androi…☆69Jul 17, 2020Updated 5 years ago
- Automated Information Retrieval From APKs For Initial Analysis☆33Oct 2, 2017Updated 8 years ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆28Nov 23, 2022Updated 3 years ago
- A tool for recover router password☆34Jun 19, 2018Updated 7 years ago
- Malware detection using learning and information retrieval for Android☆74Aug 11, 2020Updated 5 years ago