nprint / nprintml
nPrintML creates and runs full ML-based traffic analysis pipelines using nPrint and AutoML.
☆47Updated 7 months ago
Related projects: ⓘ
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆117Updated 10 months ago
- nPrint provides a generalizable data representation for network packets that works directly with machine learning techniques☆101Updated 2 years ago
- Flow Interaction Graph based attack traffic detection system.☆120Updated 4 months ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆66Updated 2 years ago
- Traffic analysis for Tor-based malware detection and classification☆37Updated last year
- 网络流量分类对比方法汇总☆138Updated last year
- Implementation of AppScanner☆40Updated 2 years ago
- ☆23Updated 3 years ago
- 多进程读取pcap,基于五元组分流并提取流量特征。结果输出为csv文件,用于机器学习中对加密流量进行分类☆72Updated 2 years ago
- Materials about Encrypted Traffic Analysis☆71Updated last week
- Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"☆99Updated 11 months ago
- It is a network traffic classifier based on deep learning.☆42Updated 6 months ago
- Traffic dataset USTC-TFC2016☆104Updated 5 years ago
- The code and dataset for "Subverting Website Fingerprinting Defenses with Robust Traffic Representation".☆35Updated 8 months ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆71Updated 8 months ago
- The source code and dataset are used to demonstrate the TF model, and reproduce the results of the ACM CCS2019 paper☆45Updated 2 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆68Updated 2 years ago
- Network traffic classifier based on machine learning algorithms☆42Updated 2 years ago
- using deep learning to classify the encrypted network traffic☆139Updated 3 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆76Updated 4 years ago
- ☆55Updated last year
- Code for the paper "Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning" (PETS 2019)☆45Updated 3 years ago
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆17Updated 4 years ago
- Encrypted Network Traffic Classification using Deep Learning☆50Updated 5 months ago
- CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has be…☆152Updated last year
- Codes for WF attacks, defenses☆74Updated 9 months ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆202Updated 8 months ago
- WWW'23 Research Paper: TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆55Updated 6 months ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆31Updated 6 months ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆69Updated 2 years ago