brett-gt / IntrusionDetectionSystem
Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.
☆30Updated 4 years ago
Alternatives and similar repositories for IntrusionDetectionSystem:
Users that are interested in IntrusionDetectionSystem are comparing it to the libraries listed below
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆43Updated 5 months ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 4 years ago
- ☆39Updated 2 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆42Updated 4 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆52Updated 5 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆30Updated 4 years ago
- CICIDS2017 dataset☆65Updated 3 years ago
- Deep learning models for network intrusion detection☆34Updated last year
- An Intrusion Detection System based on Deep Belief Networks☆80Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆68Updated 4 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…☆9Updated 11 months ago
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆45Updated 4 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆32Updated 4 years ago
- Intrusion detection system using CNN and RNN☆22Updated 5 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Updated 4 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆44Updated 8 months ago
- Based on the CICIDS2017 dataset and Pytorch platform☆28Updated 5 years ago
- A Deep Learning approach toward creating a NIDS using python☆26Updated last year
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆107Updated 2 years ago
- Anomaly Detection using PCA and BiGAN☆13Updated 4 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆60Updated 4 years ago
- IDS abnormal traffic detection tensorflow☆39Updated 5 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆33Updated 6 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆34Updated 7 months ago
- Intrusion Detection System using Machine Learning and Deep Learning☆84Updated last year
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆31Updated 5 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆10Updated 7 months ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆19Updated 3 years ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆25Updated 4 years ago