RadionBik / ML-based-network-traffic-classifierLinks
Network traffic classifier based on machine learning algorithms
☆47Updated 3 years ago
Alternatives and similar repositories for ML-based-network-traffic-classifier
Users that are interested in ML-based-network-traffic-classifier are comparing it to the libraries listed below
Sorting:
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆16Updated 6 years ago
- ☆25Updated 2 years ago
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆359Updated last year
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 3 years ago
- CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has be…☆192Updated 2 years ago
- This is a Python version of CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) - an Ethernet traffic Bi-flow generator and analyzer for …☆79Updated 4 years ago
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆46Updated last year
- Traffic dataset USTC-TFC2016☆152Updated 6 years ago
- using deep learning to classify the encrypted network traffic☆169Updated 4 years ago
- This forked repository contains our fixed version of the original CICFlowmeter tool. The improvements were implemented as part of our pap…☆50Updated last year
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆131Updated 2 years ago
- ISCXFlowMeter is an Ethernet traffic flow generator and analyzer for anomaly detection which has been used in different network security …☆75Updated last year
- This repository contains the code used and developed during a master thesis at DTU Compute in 2018☆42Updated 7 years ago
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆97Updated 2 years ago
- DoHlyzer is a DNS over HTTPS (DoH) traffic flow generator and analyzer for anomaly detection and characterization.☆69Updated 2 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆47Updated 5 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆144Updated 2 years ago
- CICIDS2017 dataset☆70Updated 3 years ago
- Flow Interaction Graph based attack traffic detection system.☆180Updated last year
- IDS abnormal traffic detection tensorflow☆44Updated 6 years ago
- Encrypted Network Traffic Classification using Deep Learning☆61Updated last year
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆42Updated 5 years ago
- nPrint provides a generalizable data representation for network packets that works directly with machine learning techniques☆120Updated last week
- IoT SENTINEL : Automated Device-Type Identification for Security Enforcement in IoT with Machine Learning☆44Updated 7 years ago
- This program allow you to extract some features from pcap files.☆40Updated 2 years ago
- Encrypted Traffic Classification using Deep Learning☆48Updated 7 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆243Updated 2 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆92Updated last year
- A set of methods to enable traffic classification using randomness tests. We also add an automated database creation algorithm.☆17Updated 4 years ago
- A tunneled flooding traffic detection system.☆29Updated last year