flame0409 / Android-Malware-DetectionLinks
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
Alternatives and similar repositories for Android-Malware-Detection
Users that are interested in Android-Malware-Detection are comparing it to the libraries listed below
Sorting:
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆38Updated 3 years ago
- Android Malware Detection using Deep Learning☆54Updated 5 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- ☆61Updated 7 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆24Updated 7 years ago
- A Practical Deep Learning-based Android Malware Detection System☆16Updated 2 years ago
- 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
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- ☆11Updated last year
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 3 years ago
- CNN based android malware detection system☆22Updated 5 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆17Updated 3 years ago
- Malware detection in android using permissions, API calls, CFGs as features☆17Updated 7 years ago
- This project contains 10010 ELF files (6165 IoT Botnet of different variant and 3845 benign files)☆9Updated 6 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
- ☆16Updated 3 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆58Updated last year
- 基于卷积神经网络的恶意软件检测方法☆52Updated 6 years ago
- ☆13Updated 3 years ago
- Codes for AICS'2019 challenge problem☆22Updated 5 years ago
- 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
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆15Updated 5 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆21Updated 3 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Updated 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
- IDS abnormal traffic detection tensorflow☆39Updated 5 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
- A Static Sensitive Subgraph-based Feature for Android Malware Detection☆11Updated 3 years ago