nsl-kdd 开源项目推荐（161 个）

vinayakumarr /Network-Intrusion-Detection

网络入侵检测KDDCup“99”、NSL-KDD和UNSW-NB 15

CynthiaKoopman /Network-Intrusion-Detection

Machine Learning with the NSL-KDD dataset for Network Intrusion Detection

alik604 /cyber-security

Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities

notsodubeyous /Network-Intrusion-Detection-Using-Machine-Learning

A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach

jeremy191 /clustering-based-anomaly-detection

This clustering based anomaly detection project implements unsupervised clustering algorithms on the NSL-KDD and IDS 2017 datasets

Western-OC2-Lab /OASW-Concept-Drift-Detection-and-Adaptation

An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams" published in IEEE Internet of Things Magazine.

Shaik-Sohail-72 /Network-Intrusion-Detection-Using-Deep-Learning

Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN web I/O System.

zhmhbest /python-nidsdata

这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。

InitRoot /NSLKDD-Dataset

NSLKDD Dataset for WEKA

r7sy /IntrusionDetection

This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the study will be available shortly.

PradeepThapa /nsl_kdd_classification

Cyber-attack classification in the network traffic database using NSL-KDD dataset

MohdSaif-1807 /Network-Intrusion-Detection-System-Using-Machine-Learning-and-Deep-Learning

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.

shubhammola /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.

dthongvl /ids-machine-learning

IDS based on Machine Learning technical

qaixerabbas /network_intrusion_detection

Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure Systems"

imharshag /NIDS-using-ML

This project showcases a Network Intrusion Detection System (NIDS) designed to bolster cybersecurity defenses against evolving threats

sheatsley /datasets

Scripts for downloading, preprocessing, and numpy-ifying popular machine learning datasets

kyuyeonpooh /nsl-kdd-autoencoder

Anomaly IDS using a one-class autoencoder.

Central-Cee /-Network-Intrusion-Detection-System-

Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN web I/O System.

yash1th-yerra /Network-Intrusion-Detection-System

The design and implementation of an advanced BiLSTM-based model integrated with an attention mechanism for network intrusion detection using the NSL-KDD dataset.