dmbb / MPTAnalysisLinks
Code for USENIX'18 paper: "Effective Detection of Multimedia Protocol Tunneling using Machine Learning"
☆12Updated 3 years ago
Alternatives and similar repositories for MPTAnalysis
Users that are interested in MPTAnalysis are comparing it to the libraries listed below
Sorting:
- Code for the paper "FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications" [NDSS '21]☆35Updated 4 years ago
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆129Updated last year
- ☆25Updated last year
- CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has be…☆186Updated last year
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆33Updated 6 years ago
- ☆14Updated 2 years ago
- (SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare☆86Updated last year
- Flowrest: in-switch flow-level classification with random forests☆26Updated last year
- nPrintML creates and runs full ML-based traffic analysis pipelines using nPrint and AutoML.☆54Updated last year
- Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"☆106Updated last year
- An Efficient Design of Intelligent Network Data Plane☆49Updated 2 years ago
- Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation (INFOCOM22 & ToN23)☆37Updated 2 years ago
- nPrint provides a generalizable data representation for network packets that works directly with machine learning techniques☆114Updated 3 years ago
- Flow Interaction Graph based attack traffic detection system.☆166Updated last year
- ☆17Updated last year
- IoT SENTINEL : Automated Device-Type Identification for Security Enforcement in IoT with Machine Learning☆43Updated 6 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆232Updated 2 years ago
- ☆14Updated 3 years ago
- The source code and dataset are used to demonstrate the TF model, and reproduce the results of the ACM CCS2019 paper☆51Updated 3 years ago
- Traffic dataset USTC-TFC2016☆139Updated 6 years ago
- ☆33Updated 6 years ago
- In-network detection of network attacks using Random Forests and P4☆23Updated last year
- 从pcap获取流的基本信息工具☆218Updated last year
- CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is an Ethernet traffic Bi-flow generator and analyzer for anomaly detection that has …☆628Updated last year
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆241Updated last year
- ☆19Updated 3 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆96Updated 5 years ago
- ☆116Updated 2 years ago
- Codes for WF attacks, defenses☆83Updated last year
- The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper☆180Updated 2 years ago