33onethird / feature-extraction
Follow up to the DREBIN paper
☆13Updated 6 years ago
Alternatives and similar repositories for feature-extraction:
Users that are interested in feature-extraction are comparing it to the libraries listed below
- Implementation of DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps☆39Updated 3 years ago
- The repository contains the python implementation of the Android Malware Detection paper: "Empirical assessment of machine learning-based…☆24Updated 7 years ago
- Project FlowCog (2017)☆27Updated 6 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- ☆21Updated 5 years ago
- Mining API-Level Features for Robust Malware Detection in Android☆24Updated 7 years ago
- revised☆22Updated 4 years ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆47Updated 5 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆85Updated 2 years ago
- ☆9Updated 8 years ago
- The scalable bug search for binaries☆69Updated 8 years ago
- Android third-party library Detection☆16Updated 5 years ago
- Discovering Malicious Functionality through Binary Reconstruction☆54Updated 3 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
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆27Updated 2 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆57Updated last year
- ☆16Updated 4 years ago
- ☆43Updated 4 years ago
- This is a deep learning dataset for cross-version binary code similarity detection.☆27Updated 6 years ago
- Codee☆17Updated 4 years ago
- Identifying and Explaining Similarities in Android Apps☆27Updated 6 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- Downloads apks from androzoo repository https://androzoo.uni.lu/☆121Updated 2 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆45Updated 3 years ago
- Drebin - NDSS 2014 Re-implementation☆107Updated 7 years ago
- ☆61Updated 7 years ago
- An IDA Pro Plugin to extract Call Graphs and Control Flow Graphs from an assembly file written in Python.☆66Updated 2 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆13Updated 4 years ago
- ☆60Updated last year