nds-group / ETC_NOMS_2024Links
Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning
☆12Updated last month
Alternatives and similar repositories for ETC_NOMS_2024
Users that are interested in ETC_NOMS_2024 are comparing it to the libraries listed below
Sorting:
- An Efficient Design of Intelligent Network Data Plane☆49Updated 2 years ago
- Artifacts accompanying the NSDI '24 paper: Leo: Online ML-based Traffic Classification at Multi-Terabit Line Rate.☆19Updated last year
- ☆61Updated 3 months ago
- Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation (INFOCOM22 & ToN23)☆37Updated 2 years ago
- ☆25Updated 2 years ago
- Code for the paper "FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications" [NDSS '21]☆35Updated 4 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆98Updated 5 years ago
- Flowrest: in-switch flow-level classification with random forests☆26Updated last year
- Netgpt: Generative pretrained transformer for network traffic☆26Updated 6 months ago
- tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.☆28Updated 7 months ago
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆20Updated 7 months ago
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆34Updated 6 years ago
- ☆16Updated 2 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆89Updated last year
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆87Updated 3 years ago
- ☆32Updated 6 months ago
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆106Updated last year
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆233Updated 2 years ago
- In-network detection of network attacks using Random Forests and P4☆23Updated last year
- ☆58Updated 2 years ago
- An anonymized mobile traffic dataset published by Chen's team (National University of Defense Technology)☆47Updated last year
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- Planter is a modular framework for realising in one-click in-network machine learning algorithms.☆24Updated last year
- Classifying network traffic using machine learning approach☆22Updated 5 years ago
- ☆61Updated 7 months ago
- Do Switches Dream of Machine Learning?, HotNets 2019☆63Updated 5 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆15Updated last year
- ☆25Updated last year
- (SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare☆86Updated last year
- Encrypted Network Traffic Classification using Deep Learning☆52Updated last year