CN-TU / adversarial-recurrent-idsLinks
Contact: Alexander Hartl, Maximilian Bachl, Fares Meghdouri. Explainability methods and Adversarial Robustness metrics for RNNs for Intrusion Detection Systems. Also contains code for "SparseIDS: Learning Packet Sampling with Reinforcement Learning" (branch "rl").
☆19Updated 4 years ago
Alternatives and similar repositories for adversarial-recurrent-ids
Users that are interested in adversarial-recurrent-ids are comparing it to the libraries listed below
Sorting:
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆131Updated 2 years ago
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆357Updated last year
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆237Updated 2 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆83Updated 3 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆92Updated last year
- 多进程读取pcap,基于五元组分流并提取流量特征。结果输出为csv文件,用于机器学习中对加密流量进行分类☆92Updated 3 years ago
- using deep learning to classify the encrypted network traffic☆168Updated 4 years ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆39Updated last year
- This repository consists of python codes that performs attack classification based on the KDD and CIDDS dataset using CNN, LSTM-RNN and H…☆23Updated 2 years ago
- DDoS attack detection using BLSTM based RNN☆77Updated 5 years ago
- A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection☆144Updated last year
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆95Updated 3 years 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
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆108Updated 5 years ago
- ☆64Updated last month
- Traffic dataset USTC-TFC2016☆148Updated 6 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port and…☆24Updated 6 years ago
- ☆19Updated 3 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆246Updated last year
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆35Updated 5 years ago
- CICIDS2017 dataset☆70Updated 3 years ago
- This is repository of the paper NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging.☆22Updated last year
- Code for the paper "FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications" [NDSS '21]☆36Updated 4 years ago
- The SJTU-AN21 dataset is an anonymity network dataset generated by ten anonymity services.☆10Updated 2 years ago
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆117Updated last year
- Adaptive Federated Learning Approach to DDoS attack detection☆50Updated 11 months ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆64Updated 5 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆47Updated 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☆171Updated 5 years ago