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:
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Updated 2 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆40Updated 4 years ago
- ☆24Updated 5 months ago
- ☆59Updated 7 years ago
- Android Malware Detection using Deep Learning☆53Updated 6 years ago
- ☆32Updated 3 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆74Updated 2 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- A tunneled flooding traffic detection system.☆30Updated last year
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆93Updated 3 years ago
- Using Android Malware Dataset (CICAndMal2017)☆10Updated 6 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
- Insider threat detection via bert☆23Updated 4 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆179Updated 5 years ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 8 years ago
- Leveraging machine learning to detect TLS based malware in encrypted traffic without decryption☆39Updated 5 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆62Updated last year
- 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 4 years ago
- Training Vision Transformers from Scratch for Malware Classification☆29Updated 4 years ago
- Adversarial machine learning and explainable machine learning for cyber security☆12Updated 3 years ago
- ☆35Updated last year
- 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
- Malware Classification using Machine learning☆76Updated 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…☆37Updated 4 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Updated 3 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆14Updated 2 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆74Updated 3 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Updated 2 years ago
- : An LLM Approach for Open-Set Encrypted Traffic Classification☆56Updated 2 months ago
- ☆16Updated 3 years ago