annamalai-nr / drebin
Drebin - NDSS 2014 Re-implementation
☆106Updated 7 years ago
Alternatives and similar repositories for drebin:
Users that are interested in drebin are comparing it to the libraries listed below
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆83Updated 2 years ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆46Updated 5 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆55Updated last year
- revised☆21Updated 4 years ago
- ☆21Updated 4 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆140Updated 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☆47Updated last year
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆38Updated 3 years ago
- ☆59Updated 7 years ago
- Downloads apks from androzoo repository https://androzoo.uni.lu/☆119Updated 2 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆175Updated 4 years ago
- Android Malware Detection using Deep Learning☆51Updated 5 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆56Updated last year
- Malware detection using the Drebin dataset☆20Updated last year
- ☆35Updated 3 years ago
- Mining API-Level Features for Robust Malware Detection in Android☆24Updated 7 years ago
- ☆21Updated last year
- The repository contains the python implementation of the Android Malware Detection paper: "Empirical assessment of machine learning-based…☆24Updated 7 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 4 years ago
- Popular Android malware datasets☆154Updated 6 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 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
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆13Updated 2 years ago
- ☆9Updated 8 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆34Updated 2 years ago
- Deep Learning Based Android Malware Detection Framework☆40Updated 4 years ago
- A Static Sensitive Subgraph-based Feature for Android Malware Detection☆11Updated 3 years ago
- CNN based android malware detection system☆22Updated 5 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆106Updated 7 months ago