WalterDiong / TLS-Malware-Detection-with-Machine-Learning
Leveraging machine learning to detect TLS based malware in encrypted traffic without decryption
☆39Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for TLS-Malware-Detection-with-Machine-Learning
- The project is to detect malware traffic in TLS flows using ML☆32Updated 4 years ago
- The report of a supervised classifier to detect malware in TLS traffic☆19Updated 5 years ago
- ☆11Updated 5 years ago
- ☆19Updated 5 years ago
- Anomaly detection based on DNS traffic analysis☆51Updated 4 years ago
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆15Updated 5 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆32Updated 4 years ago
- 🔫基于scapy的SSL/TLS特征提取工具及相应随机森林分类器模型☆19Updated 4 years ago
- This is a paper list about Machine Learning for IDSes☆86Updated 2 months ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆24Updated 2 years ago
- Traffic analysis for Tor-based malware detection and classification☆38Updated last year
- FANCI is a prototype implementation of a machine learning based classification engine for non-existent domains to detect domain gernation…☆29Updated 6 years ago
- ISCXFlowMeter is an Ethernet traffic flow generator and analyzer for anomaly detection which has been used in different network security …☆69Updated 9 months ago
- An IDS implementation using machine learning☆36Updated 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…☆31Updated 3 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆11Updated last year
- Code for Benchmarking two ML Approaches performing Authorship Attribution☆35Updated 2 years ago
- nPrint provides a generalizable data representation for network packets that works directly with machine learning techniques☆103Updated 2 years ago
- web安全机器学习入门☆11Updated 5 years ago
- Flow Interaction Graph based attack traffic detection system.☆137Updated 6 months ago
- 利用强化学习方法 DQN 生成基于机器学习的恶意流量检测模型☆24Updated 3 years ago
- 该资源是各种溯源图相关的论文和资源总结（含PPT），涉及APT攻击检测、入侵检测、流量日志检测、系统安全等领域，希望对大家有所帮助~☆144Updated last year
- DataCon 9102: DNS Analysis, THU Team 1☆42Updated 5 years ago
- DataCon2020大数据安全分析大赛，🏆【方向五】恶意代码分析冠军源码。☆109Updated 4 years ago
- 从pcap获取流的基本 信息工具☆187Updated last year
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆59Updated 2 years ago
- DataCon大数据安全分析大赛，2019年方向二（恶意代码检测）冠军源码、2020年方向五（恶意代码分析）季军源码☆103Updated 3 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…☆40Updated last year
- 收集了部分将机器学习应用于网络流量分类的论文☆153Updated 4 years ago