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 5 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.☆39Updated 4 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆147Updated last year
- Android Malware Detection using Deep Learning☆53Updated 6 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆19Updated 4 years ago
- IDS abnormal traffic detection tensorflow☆44Updated 6 years ago
- ☆59Updated 7 years ago
- Android malware detection using static and dynamic analysis☆38Updated 6 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 3 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 3 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆93Updated 3 years ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆28Updated 3 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆144Updated 2 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)☆33Updated 3 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆24Updated 7 years ago
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆16Updated 6 years ago
- CICIDS2017 dataset☆70Updated 3 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 5 years ago
- ☆21Updated 4 years ago
- ☆11Updated 3 years ago
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆49Updated 5 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- A Practical Deep Learning-based Android Malware Detection System☆15Updated 2 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…☆35Updated 4 years ago
- ☆11Updated last year
- ☆20Updated 3 years ago
- ☆47Updated 3 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Updated 4 years ago
- 基于卷积神经网络的恶意软件检测方法☆54Updated 6 years ago