vinayakumarr/Network-Intrusion-Detection

Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15

Language: Python - Size: 27.3 KB - Last synced: 3 days ago - Pushed: about 5 years ago - Stars: 639 - Forks: 233

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.

Language: EJS - Size: 11.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 2

alik604/cyber-security

Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities

Language: Jupyter Notebook - Size: 81.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 162 - Forks: 45

kahramankostas/Multi-class-attack-detection-on-NSL-KDD-dataset-using-TabTransformer

Multi-class attack detection on NSL-KDD dataset using TabTransformer

Language: Jupyter Notebook - Size: 2.99 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

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。

Language: Python - Size: 8.79 KB - Last synced: about 4 hours ago - Pushed: almost 4 years ago - Stars: 39 - Forks: 11

purvit-vashishtha/Ensemble-Methods-on-NSL-KDD

Research Paper on Ensemble Learning on NSL-KDD Dataset

Size: 9.77 KB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

sheatsley/datasets

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

Language: Python - Size: 1.58 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 8 - Forks: 4

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.

Language: EJS - Size: 13.2 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 1

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.

Language: Jupyter Notebook - Size: 22.9 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 42 - Forks: 13

Nithinkumar27/IBM--comparitive-analysis-of-ML-models

Comparative Analysis of Deep Learning and Machine Learning Models for Network Intrusion Detection

Language: Jupyter Notebook - Size: 6.06 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

CynthiaKoopman/Network-Intrusion-Detection

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

Language: Jupyter Notebook - Size: 2.44 MB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 206 - Forks: 87

arindal1/anomaly-threat-hunter-ml

A Random Forest model that detects network intrusion and anomalies, using the NSL-KDD dataset.

Language: Jupyter Notebook - Size: 21.8 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

marcellorinaldo/SF-SOINN-IDS

A network Intrusion Detection System (IDS) based on Self-Organizing Neural Networks (SOINN).

Language: Jupyter Notebook - Size: 3.21 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 3

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.

Language: EJS - Size: 19.4 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 5 - Forks: 4

LeoMartinezTAMUK/Anomaly_Instrusion_Predictor

The following program is capable of analyzing network traffic with multiple different machine learning (ML) and feature selection algorithms to determine whether or not it is malicious.

Language: Python - Size: 3.88 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 1

gamalahmed3265/ACO-Algorithm

this repository for Ant Colony Optimization algorithm works

Language: Jupyter Notebook - Size: 5.46 MB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 1

qaixerabbas/network_intrusion_detection

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

Language: Python - Size: 30.3 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

tomas-o-dev/FeatureFilter

Quick Layered Correlation-based Feature Filtering

Language: Python - Size: 7.02 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

abhinav-bhardwaj/Network-Intrusion-Detection-Using-Machine-Learning

A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach

Language: Jupyter Notebook - Size: 16.4 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 50 - Forks: 33

PradeepThapa/nsl_kdd_classification

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

Language: Python - Size: 3.07 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 15 - Forks: 3

tuanio/autoencoder-anomaly-detection

Language: Jupyter Notebook - Size: 102 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

InitRoot/NSLKDD-Dataset

NSLKDD Dataset for WEKA

Size: 29.2 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 34 - Forks: 22

MohdSaif-1807/any_name-----

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

Language: EJS - Size: 11.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

alik604/dimensionality-reduction-overview

A comparison between Statistical, Machine Learning, PCA, SVD, and REF methods

Language: Jupyter Notebook - Size: 149 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 7 - Forks: 3

Namratha2301/IntrusionDetection

Intrustion Detection Models based on Internet Traffic Data obtained from the NSL-KDD Dataset

Language: Jupyter Notebook - Size: 964 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

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.

Language: Jupyter Notebook - Size: 38.1 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 21 - Forks: 14

dthongvl/ids-machine-learning

IDS based on Machine Learning technical

Language: C++ - Size: 11 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 15 - Forks: 4

joyeetadey/Intrusion-detection-using-RNN

Detedcting attacks in intrusion detedtion using RNN

Language: Jupyter Notebook - Size: 18.6 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

oma219/pacsketch

Network Anomaly Detection Using Probabilistic Data Structures

Language: C++ - Size: 12.8 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

kyuyeonpooh/nsl-kdd-autoencoder

Anomaly IDS using a one-class autoencoder.

Language: Jupyter Notebook - Size: 48.1 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 6 - Forks: 0

tuanio/nsl_kdd

Language: HTML - Size: 9.44 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

deepakjayaprakash/Network-Intrusion-Detection

Analyzes network traffic and tells whether the query is normal or a type of attack. 3 classifiers are built and tested: Naive Bayes, Decision Trees, Random Forests, Followed by a complete visualization of results

Size: 199 KB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 3 - Forks: 5

hugosousa111/machine-learning-analyze

Análise de algoritmos de aprendizagem de máquina para identificação de ataques utilizando a base NSL-KDD

Language: Python - Size: 3.32 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0