netsharecmu / NetShare
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
☆79Updated 11 months ago
Related projects: ⓘ
- ☆25Updated 6 months ago
- Code for the paper "FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications" [NDSS '21]☆31Updated 3 years ago
- An Efficient Design of Intelligent Network Data Plane☆36Updated last year
- AI/ML and Cybersecurity: The Emperor has no Clothes☆15Updated 11 months ago
- Packet Representation Learning for Traffic Classification☆26Updated last year
- ☆18Updated last year
- tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.☆20Updated 10 months ago
- It is a network traffic classifier based on deep learning.☆42Updated 6 months ago
- Network Traffic Transformer to learn network dynamics from packet traces. Learn fundamental dynamics with pre-training and fine-tune to m…☆17Updated 8 months ago
- ☆16Updated 11 months ago
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆117Updated 10 months ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆30Updated 3 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆68Updated 2 years ago
- ☆15Updated 2 months ago
- An anonymized mobile traffic dataset published by Chen's team (National University of Defense Technology)☆38Updated 8 months ago
- Planter is a modular framework for realising in one-click in-network machine learning algorithms.☆24Updated 3 months ago
- ☆20Updated last year
- Implementation of AppScanner☆40Updated 2 years ago
- Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation (INFOCOM22 & ToN23)☆27Updated last year
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆30Updated 5 years ago
- source code for USENIX Security paper xNIDS☆31Updated 3 weeks ago
- Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"☆99Updated 11 months ago
- ☆55Updated last year
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆76Updated 4 years ago
- Predicting network performance at scale☆30Updated 2 years ago
- BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems (NDSS'23)☆12Updated last year
- nPrint provides a generalizable data representation for network packets that works directly with machine learning techniques☆101Updated 2 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆71Updated 8 months ago
- EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification☆12Updated 3 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆69Updated 2 years ago