MSG-Xtra / Deep_learning_for_android_malware_detection
Effectiveness of additional training of an ANN based model in detectining android malware
☆16Updated 5 years ago
Alternatives and similar repositories for Deep_learning_for_android_malware_detection:
Users that are interested in Deep_learning_for_android_malware_detection are comparing it to the libraries listed below
- Android malware detection using static and dynamic analysis☆39Updated 5 years ago
- Android Malware Detection using Deep Learning☆53Updated 5 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆24Updated 6 years ago
- ☆14Updated 6 years ago
- ☆60Updated 7 years ago
- Implementation of the paper "Deep Android Malware Detection" as part of the course project for the course Information Assurance & Securit…☆9Updated 7 years ago
- Malware detection in android using permissions, API calls, CFGs as features☆16Updated 7 years ago
- CNN based android malware detection system☆22Updated 5 years ago
- Detection of Android Malware based on system calls using Support Vector Machines.☆13Updated 4 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- With the growth of mobile devices and applications, the number of malicious software, or malware, is rapidly increasing in recent years, …☆22Updated 5 years ago
- Deep Learning Based Android Malware Detection Framework☆40Updated 4 years ago
- A Practical Deep Learning-based Android Malware Detection System☆16Updated 2 years ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 years ago
- One script to create a permission-based dataset of android applications for your next ML Malware Detection gizmo.☆17Updated 2 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆38Updated 3 years ago
- Mining API-Level Features for Robust Malware Detection in Android☆24Updated 7 years ago
- The repository contains the python implementation of the Android Malware Detection paper: "Empirical assessment of machine learning-based…☆24Updated 7 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆175Updated 4 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆56Updated last year
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- Android Malware Detection Using Machine Learning Classifiers ( Using Permissions requested by Apps)☆54Updated last year
- ☆35Updated 3 years ago
- revised☆21Updated 4 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆141Updated last year
- Bachelor Thesis for XAMK - Machine Learning Methods for Malware Detection and Classification☆12Updated 5 years ago
- 从Androzoo下载数据集，区分年份以及良性/恶意应用，支持协程、代理、断点继续、错误重试等☆48Updated last year
- An approach to detect Malware Files using Deep Learning☆5Updated 5 years ago
- Code for Deep Android Malware Detection paper☆176Updated 7 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆15Updated 3 years ago