Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.
☆40Aug 2, 2021Updated 4 years ago
Alternatives and similar repositories for android-malware-detection
Users that are interested in android-malware-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆66Feb 21, 2024Updated 2 years ago
- Android Malware Detection using Deep Learning☆53Aug 21, 2019Updated 6 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆94Sep 23, 2022Updated 3 years ago
- ☆13Jan 30, 2022Updated 4 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Nov 21, 2023Updated 2 years ago
- A Static Sensitive Subgraph-based Feature for Android Malware Detection☆11Aug 27, 2021Updated 4 years ago
- Android malware detection using static and dynamic analysis☆39Apr 16, 2019Updated 6 years ago
- ☆43Aug 6, 2021Updated 4 years ago
- A Federated Learning based Android Malware Classification System☆28Feb 15, 2024Updated 2 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Mar 17, 2021Updated 5 years ago
- ☆14Sep 28, 2023Updated 2 years ago
- ☆21Sep 5, 2022Updated 3 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Nov 30, 2021Updated 4 years ago
- ☆24Aug 8, 2025Updated 7 months ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆50Jan 10, 2022Updated 4 years ago
- Detection of Android Malware based on system calls using Support Vector Machines.☆12Nov 27, 2020Updated 5 years ago
- This repository contains experiments for different publications at the intersection of Computer Vision and Computer Security.☆29Feb 22, 2024Updated 2 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆24Mar 28, 2018Updated 7 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆179Oct 12, 2020Updated 5 years ago
- ☆18Apr 4, 2021Updated 4 years ago
- Extract call graph from apks using Flowdroid.☆20Jun 11, 2020Updated 5 years ago
- A Practical Deep Learning-based Android Malware Detection System☆15Nov 4, 2022Updated 3 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆13Jan 14, 2020Updated 6 years ago
- ☆13Dec 30, 2021Updated 4 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
- 布谷鸟异构图构建，对比学习☆11Jun 1, 2022Updated 3 years ago
- This repository is for reviewers to check the code of KDD2021 Dr.Droid☆19May 28, 2021Updated 4 years ago
- ☆16Jun 22, 2022Updated 3 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Mar 24, 2023Updated 3 years ago
- revised☆23Jul 26, 2020Updated 5 years ago
- Malware detection in android using permissions, API calls, CFGs as features☆18Oct 10, 2017Updated 8 years ago
- ☆59Mar 11, 2018Updated 8 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆39Aug 2, 2022Updated 3 years ago
- Code for Deep Android Malware Detection paper☆181Nov 25, 2017Updated 8 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 3 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆45Apr 24, 2020Updated 5 years ago
- ☆36Sep 5, 2020Updated 5 years ago
- Mining API-Level Features for Robust Malware Detection in Android☆24Jan 10, 2018Updated 8 years ago
- adversarial malware detection via a principled way☆24Apr 27, 2023Updated 2 years ago