njustbdag / S3Feature
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
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- revised☆21Updated 4 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆38Updated 3 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆84Updated 2 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆56Updated 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☆48Updated last year
- ☆13Updated 3 years ago
- ☆36Updated 3 years ago
- ☆21Updated 4 years ago
- ☆11Updated last year
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 4 years ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆27Updated 2 years ago
- ☆21Updated last year
- Drebin - NDSS 2014 Re-implementation☆107Updated 7 years ago
- A Practical Deep Learning-based Android Malware Detection System☆16Updated 2 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆141Updated last year
- ☆9Updated 8 years ago
- ☆16Updated 2 years ago
- A Comprehensive Study of Learning-based Android Malware Detectors under Challenging Environments☆12Updated last year
- ☆18Updated 2 years ago
- Android Malware Detection using Deep Learning☆53Updated 5 years ago
- the instructions about request access to AdvDroidZero☆11Updated 11 months ago
- ☆60Updated 7 years ago
- Implementation of DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps☆38Updated 2 years ago
- With the growth of mobile devices and applications, the number of malicious software, or malware, is rapidly increasing in recent years, …☆22Updated 5 years ago
- ☆14Updated 6 years ago
- Malware detection in android using permissions, API calls, CFGs as features☆16Updated 7 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆175Updated 4 years ago
- Extract call graph from apks using Flowdroid.☆19Updated 4 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆34Updated 2 years ago