malscan-android / MalScan
MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis
☆41Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for MalScan
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆78Updated 2 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆50Updated 9 months 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
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆26Updated last year
- ☆21Updated 4 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆18Updated 3 years ago
- revised☆20Updated 4 years ago
- ☆32Updated 3 years ago
- A Static Sensitive Subgraph-based Feature for Android Malware Detection☆11Updated 3 years ago
- ☆16Updated 2 years ago
- ☆14Updated 3 years ago
- Drebin - NDSS 2014 Re-implementation☆103Updated 6 years ago
- A curated list of malware-related papers.☆22Updated 8 months ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆58Updated last year
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆129Updated last year
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆35Updated 3 years ago
- adversarial malware detection via a principled way☆16Updated last year
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆33Updated 2 years ago
- ☆19Updated 11 months ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆55Updated last year
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 4 years ago
- The repository contains the python implementation of the Android Malware Detection paper: "Empirical assessment of machine learning-based…☆24Updated 7 years ago
- ☆9Updated 7 years ago
- the instructions about request access to AdvDroidZero☆10Updated 7 months ago
- ☆18Updated 10 months ago
- ☆12Updated 2 years ago
- A unified framework for AI-enhanced code analysis.☆9Updated last year
- ☆14Updated 6 years ago
- ☆59Updated 6 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆14Updated 2 years ago