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
Alternatives and similar repositories for Malware-Detection:
Users that are interested in Malware-Detection are comparing it to the libraries listed below
- ☆59Updated 6 years ago
- The repository contains the python implementation of the Android Malware Detection paper: "Empirical assessment of machine learning-based…☆24Updated 7 years ago
- Deep Learning Based Android Malware Detection Framework☆40Updated 4 years ago
- Malware detection in android using permissions, API calls, CFGs as features☆16Updated 7 years ago
- revised☆21Updated 4 years ago
- ☆14Updated 6 years ago
- Source Code of AndrOpGAN: An Android Opcode Generative Adversarial Network for the Obfuscation in Making Malwares☆8Updated 4 years ago
- A malware family classification model based on CNN☆23Updated 2 years ago
- ☆9Updated 7 years ago
- Android Malware Detection using Deep Learning☆51Updated 5 years ago
- Training Vision Transformers from Scratch for Malware Classification☆27Updated 3 years ago
- Android malware detection using static and dynamic analysis☆38Updated 5 years ago
- Drebin - NDSS 2014 Re-implementation☆105Updated 7 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
- Discovering Malicious Functionality through Binary Reconstruction☆51Updated 3 years ago
- Mining API-Level Features for Robust Malware Detection in Android☆24Updated 7 years ago
- ☆50Updated 8 years ago
- Malware detection demo using machine learning.☆24Updated 6 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆20Updated 2 years ago
- ☆16Updated 2 years ago
- Malware Classification using Machine learning☆70Updated 2 months ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆18Updated 6 years ago
- CNN based android malware detection system☆22Updated 5 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆80Updated 2 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆23Updated 6 years ago
- Structural Analysis and Detection of Android Malware☆78Updated 7 months ago
- Detection of Android Malware based on system calls using Support Vector Machines.☆13Updated 4 years ago
- ☆9Updated 7 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆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☆44Updated last year