yueyueL / DL-based-Android-Malware-Defenses-review
Papers, code and datasets about deep learning for Android malware defenses and malware detection
☆140Updated last year
Alternatives and similar repositories for DL-based-Android-Malware-Defenses-review:
Users that are interested in DL-based-Android-Malware-Defenses-review are comparing it to the libraries listed below
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆55Updated last year
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 years ago
- ☆35Updated 3 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☆83Updated 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☆47Updated last year
- Android Malware Detection using Deep Learning☆51Updated 5 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆56Updated last year
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- ☆59Updated 7 years ago
- A Practical Deep Learning-based Android Malware Detection System☆15Updated 2 years ago
- ☆21Updated last year
- CNN based android malware detection system☆22Updated 5 years ago
- revised☆21Updated 4 years ago
- ☆13Updated 3 years ago
- Popular Android malware datasets☆154Updated 6 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 4 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆66Updated last year
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆175Updated 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
- the instructions about request access to AdvDroidZero☆11Updated 11 months ago
- adversarial malware detection via a principled way☆20Updated last year
- ☆16Updated 2 years ago
- ☆21Updated 4 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆23Updated 6 years ago
- A curated list of malware-related papers.☆24Updated last year
- Malware detection using the Drebin dataset☆20Updated last year
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆34Updated 2 years ago
- Android malware detection using static and dynamic analysis☆38Updated 5 years ago