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…☆68Feb 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☆98Sep 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☆150Nov 21, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Android malware detection using static and dynamic analysis☆40Apr 16, 2019Updated 7 years ago
- A Static Sensitive Subgraph-based Feature for Android Malware Detection☆11Aug 27, 2021Updated 4 years ago
- ☆43Aug 6, 2021Updated 4 years ago
- CNN based android malware detection system☆22Aug 12, 2019Updated 6 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
- ☆22Sep 5, 2022Updated 3 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆17Nov 30, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆25Aug 8, 2025Updated 11 months ago
- This repository contains experiments for different publications at the intersection of Computer Vision and Computer Security.☆29Feb 22, 2024Updated 2 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆52Jan 10, 2022Updated 4 years ago
- Detection of Android Malware based on system calls using Support Vector Machines.☆12Nov 27, 2020Updated 5 years ago
- A Practical Deep Learning-based Android Malware Detection System☆15Nov 4, 2022Updated 3 years ago
- adversarial malware detection via a principled way☆24Apr 27, 2023Updated 3 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆179Oct 12, 2020Updated 5 years ago
- ☆19Apr 4, 2021Updated 5 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆24Mar 28, 2018Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Extract call graph from apks using Flowdroid.☆19Jun 11, 2020Updated 6 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☆59Oct 19, 2023Updated 2 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆13Jan 14, 2020Updated 6 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆76Sep 25, 2023Updated 2 years ago
- A Comprehensive Study of Learning-based Android Malware Detectors under Challenging Environments☆14Apr 2, 2024Updated 2 years ago
- ☆14Dec 30, 2021Updated 4 years ago
- ☆16Jun 22, 2022Updated 4 years ago
- Drebin - NDSS 2014 Re-implementation☆106Dec 20, 2017Updated 8 years ago
- 布谷鸟异构图构建,对比学习☆11Jun 1, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository is for reviewers to check the code of KDD2021 Dr.Droid☆19May 28, 2021Updated 5 years ago
- Malware detection in android using permissions, API calls, CFGs as features☆18Oct 10, 2017Updated 8 years ago
- revised☆24Jul 26, 2020Updated 5 years ago
- Exercises for practicing MLSec for Systems Security☆10Sep 2, 2024Updated last year
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Mar 24, 2023Updated 3 years ago
- 主题为”基于GAN的恶意软件对抗样本生成“。首先介绍了恶意软件发展现状,引出基于模式匹配、特征空间和问题空间三种方式去检测恶意软件。然后介绍了如何生成对抗样本攻击恶意软件检测器,详细介绍了基于GAN的恶意软件对抗样本的MalGAN框架,并对实验结果进行了对比。最后总结了结构…☆40Jul 25, 2021Updated 4 years ago
- the instructions about request access to AdvDroidZero☆13Apr 10, 2024Updated 2 years ago