vinayakakv / android-malware-detection
Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.
☆38Updated 3 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
- ☆35Updated 3 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆55Updated last year
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- Android Malware Detection using Deep Learning☆51Updated 5 years ago
- ☆13Updated 3 years ago
- A Practical Deep Learning-based Android Malware Detection System☆15Updated 2 years ago
- A Static Sensitive Subgraph-based Feature for Android Malware Detection☆11Updated 3 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆83Updated 2 years ago
- ☆11Updated last year
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆140Updated last year
- ☆59Updated 7 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆23Updated 6 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- A Comprehensive Study of Learning-based Android Malware Detectors under Challenging Environments☆12Updated 11 months ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 years ago
- CNN based android malware detection system☆22Updated 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
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 4 years ago
- revised☆21Updated 4 years ago
- ☆18Updated 2 years ago
- Android malware detection using static and dynamic analysis☆39Updated 5 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆34Updated 2 years ago
- 使用安卓Opcode字节码的N-gram序列特征进行恶意软件检测的完全步骤,使用算法RF,KNN☆19Updated 4 years ago
- ☆21Updated 4 years ago
- adversarial malware detection via a principled way☆20Updated last year
- Detection of Android Malware based on system calls using Support Vector Machines.☆13Updated 4 years ago
- ☆21Updated last year
- ☆16Updated 2 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- Codes for AICS'2019 challenge problem☆22Updated 5 years ago