This is a simple DNN based application for an IDS based on the CICIDS2017 dataset
☆39Aug 8, 2020Updated 5 years ago
Alternatives and similar repositories for ML-based-IDS-CICIDS2017
Users that are interested in ML-based-IDS-CICIDS2017 are comparing it to the libraries listed below
Sorting:
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 2 years ago
- implement IDS using deep learning☆12May 24, 2019Updated 6 years ago
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆13Apr 16, 2020Updated 5 years ago
- DNN-Ensemble IDS is a machine learning based classification model for intrusion detection exploiting ensembles of classifiers.☆13May 12, 2021Updated 4 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆40Jun 15, 2020Updated 5 years ago
- 数据清洗与合并 Data Cleaning and Merging ; 机器学习模型 Machine Learning Models； 深度学习模型 Deep Learning Models ；PCA, t-SNE分析 PCA, t-SNE Analysis； 数据，结…☆17Jun 18, 2024Updated last year
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆25Apr 28, 2023Updated 2 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆66Aug 14, 2020Updated 5 years ago
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆111Oct 19, 2023Updated 2 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆172Dec 15, 2019Updated 6 years ago
- CICIDS2017 dataset☆70Jan 4, 2022Updated 4 years ago
- Estimation and analysis of round trip time in TCP traffic☆14Apr 11, 2022Updated 3 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port and…☆24Nov 30, 2018Updated 7 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆31Dec 26, 2019Updated 6 years ago
- Intrusion detection system using CNN and RNN☆25Sep 23, 2019Updated 6 years ago
- 基于CNN+LSTM时空神经网络的在线流量分类模型☆15Jul 7, 2022Updated 3 years ago
- Code for our submission to IEEE CNS 2022☆24Oct 10, 2023Updated 2 years ago
- Network data classifier based on the recurrent neural network.☆20Apr 3, 2019Updated 6 years ago
- ☆31Mar 2, 2018Updated 8 years ago
- Deep Learning model for analysis and identify the application for given Teletraffic pattern. 1D convolution and FFN models using for this…☆20May 30, 2021Updated 4 years ago
- Networking IDS , network traffic classification with ML. Final Project for ECE-417.☆14Jan 21, 2020Updated 6 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port an…☆42Jul 20, 2018Updated 7 years ago
- RBLJAN: Robust Byte-Label Joint Attention Network for Network Traffic Classification☆15Oct 17, 2024Updated last year
- A SDN project to implement moving target defense☆11Nov 21, 2014Updated 11 years ago
- The binary version of Harris Hawk Optimization (HHO), called Binary Harris Hawk Optimization (BHHO) is applied for feature selection task…☆14Jan 10, 2021Updated 5 years ago
- CNN-LSTM-attention☆10Jan 6, 2021Updated 5 years ago
- ☆11Sep 11, 2020Updated 5 years ago
- Machine-learning-based intrusion detection☆38Jul 13, 2018Updated 7 years ago
- An IDS implementation using machine learning☆39Aug 5, 2017Updated 8 years ago
- simple network signature/rule intrusion detection system written in Python.☆15Jun 10, 2024Updated last year
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆15Nov 9, 2023Updated 2 years ago
- 自习室预约小程序就是用户在使用小程序在线订场服务，在小程序中，可以直观的看到自习室的预约情况、预约费用，然后在线缴付订金。还可以邀请小伙伴一起组队，只需要几分钟就能完成整个预约过程。有了自习室小程序，要查看附近有哪些自习室，直接在微信打开附近的小程序，周边自习室一览无遗；想…☆15Sep 29, 2022Updated 3 years ago
- ☆40Dec 10, 2021Updated 4 years ago
- ☆16Aug 30, 2022Updated 3 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 5 years ago
- NetGrok: Visualizing real-time computer network usage☆11Mar 25, 2015Updated 10 years ago
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆18May 10, 2023Updated 2 years ago
- The proposed hybrid IDS is tested on two public network datasets, the CSE-CIC-IDS2018 and the TON IoT datasets, representing internal and…☆15May 18, 2022Updated 3 years ago
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆10Sep 29, 2022Updated 3 years ago