daivc96 / android-malware-classificationLinks
☆11Updated last year
Alternatives and similar repositories for android-malware-classification
Users that are interested in android-malware-classification are comparing it to the libraries listed below
Sorting:
- Android Malware Detection using Deep Learning☆54Updated 5 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆38Updated 3 years ago
- ☆61Updated 7 years ago
- A Practical Deep Learning-based Android Malware Detection System☆16Updated 2 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆58Updated last year
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆145Updated last year
- Android malware detection using static and dynamic analysis☆39Updated 6 years ago
- CNN based android malware detection system☆22Updated 5 years ago
- ☆16Updated 2 years ago
- 基于卷积神经网络的恶意软件检测方法☆52Updated 6 years ago
- Training Vision Transformers from Scratch for Malware Classification☆28Updated 3 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Updated 3 years ago
- Malware Classification using Machine learning☆71Updated 6 months ago
- With the growth of mobile devices and applications, the number of malicious software, or malware, is rapidly increasing in recent years, …☆24Updated 5 years ago
- Adversarial Malware Generator Using GANs☆54Updated 10 months ago
- Transfer Learning for Image-Based Malware Classification☆46Updated 3 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆24Updated 7 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- Drebin - NDSS 2014 Re-implementation☆107Updated 7 years ago
- Few-Shot malware classification using fused features of static analysis and dynamic analysis (基于静态+动态分析的混合特征的小样本恶意代码分类框架)☆31Updated 3 years ago
- ☆11Updated last year
- 主题为”基于GAN的恶意软件对抗样本生成“。首先介绍了恶意软件发展现状,引出基于模式匹配、特征空间和问题空间三种方式去检测恶意软件。然后介绍了如何生成对抗样本攻击恶意软件检测器,详细介绍了基于GAN的恶意软件对抗样本的MalGAN框架,并对实验结果进行了对比。最后总结了结构…☆34Updated 3 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆21Updated 3 years 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 4 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆13Updated last year
- ☆30Updated 2 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆69Updated last year
- Deep Learning Based Android Malware Detection Framework☆40Updated 4 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆87Updated 2 years ago