akshitvjain / deeplearning-network-trafficLinks
Network Traffic Identification with Convolutional Neural Networks
☆27Updated 7 years ago
Alternatives and similar repositories for deeplearning-network-traffic
Users that are interested in deeplearning-network-traffic are comparing it to the libraries listed below
Sorting:
- Encrypted Traffic Classification using Deep Learning☆49Updated 7 years ago
- This repository contains the code used and developed during a master thesis at DTU Compute in 2018☆43Updated 7 years ago
- This is a paper list about Machine Learning for IDSes☆91Updated last year
- I have tried some of the machine learning and deep learning algorithm for IDS 2017 dataset. The link for the dataset is here: http://www.…☆42Updated 7 years ago
- A tunneled flooding traffic detection system.☆30Updated last year
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆42Updated 5 years ago
- 收集了部分将机器学习应用于网络流量分类的论文☆175Updated 5 years ago
- Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with…☆41Updated last year
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆16Updated 6 years ago
- Extract network flow features from PCAP files for machine learning and network analysis☆92Updated 2 months ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆37Updated 4 years ago
- ☆23Updated 3 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆48Updated 5 years ago
- ☆20Updated 5 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆93Updated 2 years ago
- AEIDS is a prototype of anomaly-based intrusion detection system which works by remembering the pattern of legitimate network traffic usi…☆14Updated 5 years ago
- ☆58Updated 3 years ago
- Code for the paper "Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning" (PETS 2019)☆49Updated 5 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 4 years ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆98Updated 3 years ago
- IDS abnormal traffic detection tensorflow☆44Updated 6 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆246Updated 2 years ago
- A Behaviour-Based Fingerprinting Method for Device Identification in the IoT☆27Updated 3 years ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆29Updated 3 years ago
- Traffic analysis for Tor-based malware detection and classification☆42Updated 2 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆256Updated 2 years ago
- Traffic dataset USTC-TFC2016☆161Updated 6 years ago
- Network traffic classifier based on machine learning algorithms☆48Updated 3 years ago
- Based on the paper "Fast and lean encrypted Internet traffic classification," in Computer Communications, by S. Roy, T. Shapira and Y. Sh…☆10Updated 3 years ago
- Attention Model for Network Intrusion Detection☆18Updated 6 years ago