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
☆18Updated 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.☆40Updated 4 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Updated 2 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Updated 2 years ago
- IDS abnormal traffic detection tensorflow☆44Updated 6 years ago
- Android malware detection using static and dynamic analysis☆39Updated 6 years ago
- ☆59Updated 7 years ago
- Android Malware Detection using Deep Learning☆53Updated 6 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
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆52Updated 5 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆13Updated 6 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆144Updated 2 years ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆29Updated 3 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆21Updated 4 years ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆15Updated 3 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Updated 4 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆64Updated last year
- A Federated Learning based Android Malware Classification System☆27Updated last year
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).入侵检测领域的相关论文复现/适配本地PC后的代码.☆26Updated 4 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆24Updated 7 years ago
- ☆13Updated 4 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☆55Updated 2 years ago
- ☆20Updated 5 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 4 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆179Updated 5 years ago
- A Practical Deep Learning-based Android Malware Detection System☆15Updated 3 years ago
- source code for USENIX Security paper xNIDS☆58Updated last year
- ☆48Updated 3 years ago