matthew-64 / Hydra2_Adversarial_NIDSLinks
As society and technology develop, more and more of our time is spent online, from shopping to socialising, working to banking. Ensuring our safety from malicious actors trying to capitalise on this digitisation is becoming ever more important. One such system that was developed to defend against attacks is a Network Intrusion Detection System (…
☆13Updated 2 years ago
Alternatives and similar repositories for Hydra2_Adversarial_NIDS
Users that are interested in Hydra2_Adversarial_NIDS are comparing it to the libraries listed below
Sorting:
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆64Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆83Updated 2 years ago
- CICIDS2017 dataset☆70Updated 3 years ago
- Deep learning models for network intrusion detection☆37Updated 2 years ago
- ⼀个有潜⼒的⽹络⼊侵检测算法，引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中，在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…☆10Updated last year
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago
- Based on the CICIDS2017 dataset and Pytorch platform☆28Updated 6 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 5 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Updated 4 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆45Updated 9 months ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Updated last year
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆34Updated 5 years ago
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆72Updated last year
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆42Updated 4 years ago
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆85Updated 4 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆33Updated 4 years ago
- A Deep Learning approach toward creating a NIDS using python☆25Updated last year
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated 9 months ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆25Updated 5 years ago
- ☆43Updated 2 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆46Updated 5 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆112Updated 2 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆46Updated last year
- Network Intrusion Detection System(Abnormal Detection)☆11Updated 5 years ago
- Synthesis of Adversarial DDos Attacks Using Tabular Generative Adversarial Networks☆10Updated 2 years ago
- Deep Learning Tool for Off-line Network Intrusion Detection System☆23Updated 6 years ago
- ☆85Updated last year
- Generative adversarial networks for Network Intrusion Benchmark datasets☆35Updated 11 months ago