WalterDiong / TLS-Malware-Detection-with-Machine-Learning
Leveraging machine learning to detect TLS based malware in encrypted traffic without decryption
☆39Updated 4 years ago
Alternatives and similar repositories for TLS-Malware-Detection-with-Machine-Learning:
Users that are interested in TLS-Malware-Detection-with-Machine-Learning are comparing it to the libraries listed below
- The project is to detect malware traffic in TLS flows using ML☆35Updated 5 years ago
- The report of a supervised classifier to detect malware in TLS traffic☆19Updated 5 years ago
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆15Updated 5 years ago
- ☆12Updated 5 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆39Updated 4 years ago
- Anomaly detection based on DNS traffic analysis☆51Updated 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 5 years ago
- Traffic analysis for Tor-based malware detection and classification☆39Updated 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☆108Updated 2 years ago
- ☆24Updated 5 years ago
- An IDS implementation using machine learning☆36Updated 7 years ago
- A Zeek script to generate features based on timing, volume and metadata for traffic classification.☆55Updated 4 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…☆34Updated 3 years ago
- Machine-learning-based intrusion detection☆36Updated 6 years ago
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆64Updated 2 years ago
- DataCon 9102: DNS Analysis, THU Team 1☆42Updated 5 years ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆25Updated 3 years ago
- This program allow you to extract some features from pcap files.☆38Updated last year
- 本科毕业设计，参考LENET-5模型，将恶意软件转化为灰度图，通过卷积神经网络实现了恶意软件检测分类，准确率达98%。☆22Updated 4 years ago
- Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with…☆38Updated 9 months ago
- A set of methods to enable traffic classification using randomness tests. We also add an automated database creation algorithm.☆17Updated 3 years ago
- 阿里云安全恶意程序检测比赛☆113Updated 4 years ago
- web安全机器学习入门☆11Updated 6 years ago
- ☆26Updated last year
- Flow Interaction Graph based attack traffic detection system.☆153Updated 10 months ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆21Updated 3 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆13Updated 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
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆70Updated 2 years ago