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GitHub topics: network-intrusion-detection

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

StamusNetworks/SELKS

A Suricata based IDS/IPS/NSM distro

Language: Shell - Size: 10.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1,170 - Forks: 260

StamusNetworks/scirius

Scirius is a web application for Suricata ruleset management and threat hunting.

Language: Python - Size: 11.9 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 587 - Forks: 149

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

MrKhan0747/Network-Intrusion-Detection

The aim of the project is to detect the intrusion in network. The dataset link has been mentioned below.

Language: Jupyter Notebook - Size: 153 KB - Last synced: 5 months ago - Pushed: about 5 years ago - Stars: 4 - Forks: 1

RimTouny/Network-Intrusion-Detection-Kaggle-Competition-Predictive-Modeling-and-F1-Score-Optimization

Kaggle competition on network intrusion detection. Train model, predict test set, submit as CSV (ID, Class). F1-score metric. Part of my 2023 master's program at the University of Ottawa in AI for Cyber Security.

Language: Jupyter Notebook - Size: 1.29 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

racsa-lab/Edge-Detect

Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".

Language: Python - Size: 27.5 MB - Last synced: 5 months ago - Pushed: 11 months ago - Stars: 33 - Forks: 10

vinayakumarr/Intrusion-detection

Intrusion Detection

Size: 1000 Bytes - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

Master-Sorcerer/BytesProcessor

This class allows to efficiently convert bigger than memory pcap files to a labeled feature-per-byte dataset in parquet format

Language: Python - Size: 46.9 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 5 - Forks: 1

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

vicky60629/Network-Intrusion-Detection-System

Network Intrusion Detection System

Language: Jupyter Notebook - Size: 12.5 MB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 15 - Forks: 4

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

ponedo/Network-intrusion-detection-system-based-on-heuristic-downsampling-and-random-forest

WHU毕业设计,基于欠采样-随机森林的入侵检测模型。A simple WHU graduation project. Thank you Wuhan University.

Language: TSQL - Size: 49 MB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 0

Yasir-ali-farrukh/Payload-Byte

Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.

Language: Jupyter Notebook - Size: 4.86 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 10 - Forks: 2

s41m0n/enid

Enhancing Network Intrusion Detection: An Online Methodology for Performance Analysis

Language: Python - Size: 132 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

sahaavi/Network-Intrusion-Detection

An Anomaly-based intrusion detection system using Deep Learning

Language: Jupyter Notebook - Size: 7.43 MB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

abhinav-bhardwaj/IoT-Network-Intrusion-Detection-System-UNSW-NB15

Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset

Language: Jupyter Notebook - Size: 24.5 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 43 - Forks: 23

Tanya-Tandon02/Cyber-Security

The objective of the project is to build network intrusion detection system to detect anomalies and attacks in the network.

Language: Jupyter Notebook - Size: 6.31 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

dimtics/Network-Intrusion-Detection-Using-Machine-Learning-Techniques

Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (KNN), Logistic Regression and Random Forest.

Language: Jupyter Notebook - Size: 4.11 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 66 - Forks: 43

shreyansh26/NIDS-in-an-adversarial-setting

Network Intrusion Detection in an Adversarial setting

Language: Jupyter Notebook - Size: 97.3 MB - Last synced: about 2 months ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 0

OpenIxia/nas-cloud-demo

Keysight NAS (IXIA) Cloud Demo Examples

Size: 2.69 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 0

Vatshayan/Network-Intrusion-Detection-Project

Network Intrusion Detection System Project using Machine Learning with code and Documents

Language: Jupyter Notebook - Size: 566 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 2

deepakjayaprakash/Alcatraz

The product is developed as a part of the final year project. It is aimed at providing an architecture and open source code to developers so that they can embed this into their applications to enhance the security. The services provided are top notch and cover the broad spectrum of computer and network security. All the features of the product involve the application of Data Mining and Machine Learning techniques onto the domain of Computer Security.

Language: PHP - Size: 7.59 MB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 3 - Forks: 1

hectorpadin1/Network-Intrusion-Detection-System

En este proyecto se evalúan y comparan diferentes técnicas de aprendizaje automático para la detección de intrusiones en red.

Language: Jupyter Notebook - Size: 4.77 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 14 - Forks: 3

charafmrah/network-intrusion-detection

Applying machine learning algorithms to classify military network connections as normal or anomalous.

Language: Jupyter Notebook - Size: 2.58 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

yongzhengooi/Sentinel

Machine learning based network intrusion detection system

Language: Python - Size: 77.9 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

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

yuweisunn/segmented-FL

Language: Python - Size: 9.25 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 1

trishac97/Network-Intrusion-Data-Science-Analysis

Size: 4.2 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

kirank23/Network-Intrusion-Detection-Using-Machine-Learning

Network Intrusion Detection using Machine Learning.

Language: Jupyter Notebook - Size: 4.14 MB - Last synced: about 1 year ago - Pushed: about 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

Anshumank399/Network-Intrusion-Detection-using-Machine-Learning

Assess various ML algorithms on KDD99 network dataset then apply the best algorithm (Random Forest) using R.

Language: R - Size: 2.86 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 7 - Forks: 5

deepakjayaprakash/Research-Work

Contains some papers on Keystroke Biometric Authentcation, Network Intrusion Detction and Alcatraz

Size: 1.54 MB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 1

Related Keywords
network-intrusion-detection 35 machine-learning 19 deep-learning 12 cybersecurity 9 nsl-kdd 8 nids 7 network-security 7 network 7 tensorflow 6 knn 5 random-forest 5 classification 5 kdd99 5 intrusion-detection 5 python 4 cyber-security 4 security 4 anomaly-detection 4 detect-anomalies 4 mern-stack 4 mongodb 4 nodejs 4 rnn-model 4 reactjs 4 detection 3 unsw-nb15 3 data-science 3 ids 3 anamoly-detection 2 keras 2 intrusion-detection-system 2 logistic-regression 2 decision-trees 2 pcap-parser 2 payload-extraction 2 data-mining 2 keystroke-dynamics 2 cic-ids-2018 2 data-preprocessing 2 user-interface 2 threat-hunting 2 suricata 2 management 2 gui 2 finalyearproject 1 final-year-project 1 kdd-dataset 1 final-project 1 college-project 1 capstone-project 1 btechfinalyear 1 machine-learning-algorithms 1 weka 1 btech-project 1 academic-project 1 network-visibility 1 network-traffic-monitor 1 network-traffic-analysis 1 cloud-security 1 antikeylogging 1 cleverhans 1 adversarial-machine-learning 1 jupyter-notebook 1 xgboost-classifier 1 predictive-modeling 1 research-paper 1 rule-based-machine 1 federated-learning 1 signature-detection 1 hybrid-detection 1 cse-cic-ids-2018 1 cic-ids-2017 1 image-classification 1 keystroke-authentication 1 anti-keylogging 1 alcatraz 1 thesis 1 project-ppt 1 segmented-federated-learning 1 r-language 1 project 1 network-visualization 1 caret 1 network-analysis 1 naive-bayes 1 r 1 mtech-project 1 major-project 1 data-preparation 1 edge-computing 1 ccnc 1 kaggle-competition 1 f1-score 1 competition 1 catboost-classifier 1 python-machine-learning 1 suricata-rules 1 signatures 1 interface 1 security-monitoring 1