njustbdag / S3FeatureLinks
A Static Sensitive Subgraph-based Feature for Android Malware Detection
☆11Updated 3 years ago
Alternatives and similar repositories for S3Feature
Users that are interested in S3Feature are comparing it to the libraries listed below
Sorting:
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆89Updated 2 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆38Updated 4 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆58Updated last year
- 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☆50Updated last year
- ☆42Updated 4 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆177Updated 4 years ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 years ago
- ☆21Updated 5 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆146Updated last year
- ☆13Updated 3 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- revised☆22Updated 5 years ago
- ☆16Updated 3 years ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆28Updated 2 years ago
- Android Malware Detection using Deep Learning☆54Updated 6 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆36Updated 3 years ago
- Downloads apks from androzoo repository https://androzoo.uni.lu/☆123Updated 2 years ago
- Implementation of DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps☆40Updated 3 years ago
- ☆60Updated 7 years ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆51Updated 6 years ago
- A Practical Deep Learning-based Android Malware Detection System☆16Updated 2 years ago
- ☆19Updated 2 years ago
- A Comprehensive Study of Learning-based Android Malware Detectors under Challenging Environments☆13Updated last year
- ☆12Updated last year
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- Mining API-Level Features for Robust Malware Detection in Android☆24Updated 7 years ago
- ☆25Updated 2 weeks ago
- Android malware detection using static and dynamic analysis☆39Updated 6 years ago
- Popular Android malware datasets☆162Updated 6 years ago