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:
- ☆59Updated 7 years ago
- With the growth of mobile devices and applications, the number of malicious software, or malware, is rapidly increasing in recent years, …☆23Updated 6 years ago
- Training Vision Transformers from Scratch for Malware Classification☆30Updated 4 years ago
- Malware Classification using Machine learning☆74Updated last year
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Updated 2 years ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆33Updated last year
- ☆24Updated 3 months ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Updated 3 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆40Updated 4 years ago
- Using Android Malware Dataset (CICAndMal2017)☆10Updated 6 years ago
- Android Malware Detection using Deep Learning☆53Updated 6 years ago
- The project is to detect malware traffic in TLS flows using ML☆35Updated 5 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆73Updated 3 years ago
- ☆37Updated last year
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆14Updated 2 years ago
- Code for Benchmarking two ML Approaches performing Authorship Attribution☆42Updated 3 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- ☆31Updated 3 years ago
- Leveraging machine learning to detect TLS based malware in encrypted traffic without decryption☆39Updated 5 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆178Updated 5 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
- 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)☆34Updated 3 years ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 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
- ☆31Updated last year
- A tunneled flooding traffic detection system.☆29Updated 11 months ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆47Updated 3 years ago
- The repository contains the python implementation of the Android Malware Detection paper: "Empirical assessment of machine learning-based…☆24Updated 8 years ago
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆52Updated 7 months ago
- This repository contains scripts and dataset for a Apt Identification Triage System☆16Updated 6 years ago