akshitvjain / deeplearning-network-trafficLinks
Network Traffic Identification with Convolutional Neural Networks
☆25Updated 6 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☆46Updated 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☆89Updated 10 months ago
- Code for the paper "Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning" (PETS 2019)☆48Updated 4 years ago
- Packet Representation Learning for Traffic Classification☆29Updated 7 months 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
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 3 years ago
- Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆125Updated 2 years ago
- Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with…☆41Updated last year
- ☆22Updated 3 years ago
- A tunneled flooding traffic detection system.☆24Updated 7 months ago
- ☆20Updated 4 years ago
- Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"☆106Updated last year
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆41Updated 5 years ago
- This program allow you to extract some features from pcap files.☆40Updated 2 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆23Updated 4 years ago
- : An LLM Approach for Open-Set Encrypted Traffic Classification☆34Updated 2 weeks ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- Source codes used on the academic paper, "A Lightweight IoT Cryptojacking Detection Mechanism in Heterogeneous Smart Home Networks".☆10Updated 2 years ago
- Traffic analysis for Tor-based malware detection and classification☆40Updated 2 years ago
- nPrint provides a generalizable data representation for network packets that works directly with machine learning techniques☆114Updated 3 years ago
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆39Updated last year
- ☆27Updated 2 years ago
- Multitask Learning Approach for Network Traffic Classification☆55Updated 6 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆81Updated 3 years ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆87Updated 3 years ago
- SDN based system to translate MUD profile to flow rules using Faucet as a controller☆10Updated 6 years ago
- 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.…☆41Updated 6 years ago
- ☆28Updated last year
- Replication files for arXiv:1805.03735 Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic☆11Updated 6 years ago