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A website and framework for testing NIDS detection
A PyTorch implementation of of E-GraphSAGE.
A website and framework for testing NIDS detection
Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN web I/O System.
这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。
Scripts to deploy virtual testbed for log data analysis and anomaly detection.
En este proyecto se evalúan y comparan diferentes técnicas de aprendizaje automático para la detección de intrusiones en red.
A method for grouping, clustering, and merging semi-structured alerts
Download UNSW-NB15 and CIC-IDS2017 Datasets for Network Intrusion Detection (NIDS)
Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning, Recurrent Neural Network models, MERN web I/O System.
Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN web I/O System. The deployed project link is as follows.
Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.
AEIDS is a prototype of anomaly-based intrusion detection system which works by remembering the pattern of legitimate network traffic using Autoencoder.
Home router IDS solution with a Raspberry Pi 3. Dynamically resolves device name, manufacturer, and alerts user of Snort analytics through email or text. Currently handles around 15,000 rules.
suricata-check is a command line utility to provide feedback on Suricata rules. The tool can detect various issues including those covering syntax validity, interpretability, rule specificity, rule coverage, and efficiency.
Basic c2-matrix analysis enviroment using Suricata + Wazuh + Elastic stack
Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO
Tag Generation and Text Generation Inference for Network Packets using Transformers
Machine Learning-based Intrusion Detection System (IDS) tailored for resource-constrained networks
Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN web I/O System.
Suricata config to apply IDPS mode on Ubuntu 18.04 LTS
This repository contains my third year dissertation. My dissertation focused in evaluating and creating a DNN for a Network Intrusion Detection System (NIDS).
Network Intrusion Detection in an Adversarial setting
Official repository of the "Network Intrusion Datasets: A Survey, Limitations, and Recommendations" by Goldschmidt and Chudá, 2025.
A Network Intrusion Detection System (NIDS) based on a Graph Neural Network (GNN), using E-GraphSAGE, implemented with PyTorch and PyTorch Geometric.