mahitaberrefae / Malware-Detection
With the growth of mobile devices and applications, the number of malicious software, or malware, is rapidly increasing in recent years, which calls for the development of advanced and effective malware detection approaches. We propose an android malware detection system using a deep learning technique called graph convolutional neural networks.…
☆21Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Malware-Detection
- Deep Learning Based Android Malware Detection Framework☆39Updated 4 years ago
- ☆59Updated 6 years ago
- ☆14Updated 6 years ago
- Malware detection in android using permissions, API calls, CFGs as features☆16Updated 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
- revised☆20Updated 4 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☆43Updated last year
- Android Malware Detection using Deep Learning☆50Updated 5 years ago
- Implementation of the paper "Deep Android Malware Detection" as part of the course project for the course Information Assurance & Securit…☆9Updated 6 years ago
- ☆9Updated 7 years ago
- Android malware detection using static and dynamic analysis☆38Updated 5 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆23Updated 6 years ago
- ☆9Updated 7 years ago
- ☆19Updated 11 months ago
- A malware family classification model based on CNN☆23Updated 2 years ago
- Effectiveness of additional training of an ANN based model in detectining android malware☆16Updated 5 years ago
- Structural Analysis and Detection of Android Malware☆78Updated 5 months ago
- ☆21Updated 4 years ago
- Source Code of AndrOpGAN: An Android Opcode Generative Adversarial Network for the Obfuscation in Making Malwares☆8Updated 4 years ago
- Malware detection demo using machine learning.☆24Updated 6 years ago
- Android Malware Detection Using Machine Learning Classifiers ( Using Permissions requested by Apps)☆53Updated last year
- Drebin - NDSS 2014 Re-implementation☆103Updated 6 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆78Updated 2 years ago
- Mining API-Level Features for Robust Malware Detection in Android☆24Updated 6 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆41Updated 4 years ago
- Malware Classification using Machine learning☆69Updated last week
- CNN based android malware detection system☆22Updated 5 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆14Updated 2 years ago
- Transfer Learning for Image-Based Malware Classification☆47Updated 2 years ago
- [AdvML@KDD 2019] Robust Malware Detection Challenge☆17Updated 4 years ago