chenshaojie-happy / Android_Malware_Detection_Method_Based_on_Graph_Attention_NetworksLinks
☆12Updated last year
Alternatives and similar repositories for Android_Malware_Detection_Method_Based_on_Graph_Attention_Networks
Users that are interested in Android_Malware_Detection_Method_Based_on_Graph_Attention_Networks are comparing it to the libraries listed below
Sorting:
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆58Updated last year
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆39Updated 4 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆90Updated 2 years ago
- ☆41Updated 4 years ago
- ☆21Updated 5 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆147Updated last year
- A Static Sensitive Subgraph-based Feature for Android Malware Detection☆11Updated 4 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆36Updated 3 years ago
- ☆19Updated 2 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☆50Updated last year
- ☆13Updated 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
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- A Practical Deep Learning-based Android Malware Detection System☆16Updated 2 years ago
- A Comprehensive Study of Learning-based Android Malware Detectors under Challenging Environments☆13Updated last year
- revised☆22Updated 5 years ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 years ago
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆13Updated 3 years ago
- Android Malware Detection using Deep Learning☆54Updated 6 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆177Updated 4 years ago
- ☆16Updated 3 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Updated 3 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆71Updated last year
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- A curated list of malware-related papers.☆31Updated last year
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆14Updated 5 months ago
- 使用安卓Opcode字节码的N-gram序列特征进行恶意软件检测的完全步骤，使用算法RF，KNN☆19Updated 5 years ago
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆32Updated 8 months ago