GitHub topics: network-intrusion-detection

Repositories

aliasghar100/10-Latest-Final-Year-Projects-with-Source-Code

10 Latest Final Year Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

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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 at: 9 days ago - Pushed at: over 1 year ago - Stars: 40 - Forks: 16

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 at: 12 days ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 5

Projects-Developer/Final-Year-Project-Topics-For-Computer-Engineering

Final Year Project Topics For Computer Engineering Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

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Projects-Developer/10-Latest-Final-Year-Projects-with-Source-Code

10 Latest Final Year Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Size: 6.84 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 3 - Forks: 1

Projects-Developer/Full-Stack-Network-Intrusion-Detection-System-Using-Machine-Learning

The project aims to design and develop a full-stack network intrusion detection system using machine learning techniques. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

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Yasir-ali-farrukh/GNN4ID

GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets

Language: Python - Size: 124 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 12 - Forks: 0

StamusNetworks/SELKS

A Suricata based IDS/IPS/NSM distro

Language: Shell - Size: 10.4 MB - Last synced at: 19 days ago - Pushed at: 8 months ago - Stars: 1,520 - Forks: 286

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 at: 19 days ago - Pushed at: 12 months ago - Stars: 16 - Forks: 2

vinayakumarr/Network-Intrusion-Detection

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

Language: Python - Size: 27.3 KB - Last synced at: 21 days ago - Pushed at: almost 6 years ago - Stars: 718 - Forks: 241

veydantkatyal/network-intrusion-detection-system-nus

Scalable Network Intrusion Detection System (NIDS) using XAI and Neural networks which detects and classifies cyber attacks for threat prevention in real time.

Language: Jupyter Notebook - Size: 24 MB - Last synced at: 2 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

yongzhengooi/Sentinel

Machine learning based network intrusion detection system

Language: Python - Size: 77.9 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

otuemre/vigiNIDS

VigiNIDS: A machine learning-based system for detecting malicious network traffic using the UNSW-NB15 dataset. It distinguishes between normal and attack activities, providing a data-driven approach to network security.

Language: Jupyter Notebook - Size: 9.15 MB - Last synced at: 23 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

shreyansh26/NIDS-in-an-adversarial-setting

Network Intrusion Detection in an Adversarial setting

Language: Jupyter Notebook - Size: 97.3 MB - Last synced at: 10 days ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 0

JieJayCao/GateKeeper

Language: Python - Size: 1000 Bytes - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

leovidith/Network-Intrusion-Detection

Language: Jupyter Notebook - Size: 40 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

president-xd/xNIDDY

A python-based Network Intusion Detection System, for every one.

Size: 3.91 KB - Last synced at: 13 days ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

imharshag/NIDS-using-ML

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

Size: 105 KB - Last synced at: 22 days ago - Pushed at: 4 months ago - Stars: 8 - Forks: 1

Fathin-Ishrak-Romeo/Research-Papers_Cybersecurity-ML

Size: 6.84 KB - Last synced at: 29 days ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

SyedWaliAbbas/UM-NIDS-Tool

The Unified Multimodal NIDS Dataset Tool performs the standardization of network intrusion detection datasets by extracting comprehensive flow, payload, and contextual features from raw PCAP files, ensuring consistency across datasets and enhancing machine learning-driven threat detection and analysis.

Language: Jupyter Notebook - Size: 652 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - 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: 4.87 MB - Last synced at: 6 months ago - Pushed at: 9 months ago - Stars: 27 - Forks: 3

LeoMartinezTAMUK/Network_Intrusion_DNN-CTGAN

Utilizing Generative AI coupled with Deep Neural Networks to classify network intrusions from the widely recognized NSL-KDD dataset and is based on a research paper I produced in Spring 2024 with the help of a few others listed below.

Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

smagnani96/enid 📦

Enhancing Network Intrusion Detection: An Online Methodology for Performance Analysis

Language: Python - Size: 132 KB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

evildevill/NetSniff

NetSniff (Network intrusion detection system) is a real-time network packet sniffer and analyzer built using C.

Language: C - Size: 6.84 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 11.1 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

alik604/cyber-security

Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities

Language: Jupyter Notebook - Size: 81.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 162 - Forks: 45

StamusNetworks/scirius

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

Language: Python - Size: 11.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year 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 at: about 1 year ago - Pushed at: about 1 year 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 at: over 1 year ago - Pushed at: about 6 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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

sahaavi/Network-Intrusion-Detection

An Anomaly-based intrusion detection system using Deep Learning

Language: Jupyter Notebook - Size: 7.43 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - 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 at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 33 - Forks: 10

vinayakumarr/Intrusion-detection

Intrusion Detection

Size: 1000 Bytes - Last synced at: over 1 year ago - Pushed at: over 6 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 at: over 1 year ago - Pushed at: over 1 year 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 at: over 1 year ago - Pushed at: about 5 years ago - Stars: 206 - Forks: 87

vicky60629/Network-Intrusion-Detection-System

Network Intrusion Detection System

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 15 - 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 at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - 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 at: about 2 years ago - Pushed at: over 3 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 at: about 2 years ago - Pushed at: about 2 years 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 at: about 2 years ago - Pushed at: over 7 years ago - Stars: 66 - Forks: 43

OpenIxia/nas-cloud-demo

Keysight NAS (IXIA) Cloud Demo Examples

Size: 2.69 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

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 at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 3 - Forks: 1

Related Keywords

network-intrusion-detection 50 machine-learning 25 cybersecurity 17 deep-learning 13 nsl-kdd 9 nids 9 network 8 network-security 8 python 8 random-forest 6 tensorflow 6 knn 6 classification 5 kdd99 5 intrusion-detection 5 intrusion-detection-system 5 anomaly-detection 4 malware-detection 4 detect-anomalies 4 unsw-nb15 4 mern-stack 4 mongodb 4 nodejs 4 security 4 reactjs 4 rnn-model 4 ids 4 detection 3 data-science 3 cyber-security 3 finalyearprojects 3 final-year-projects 3 computerscienceprojects 3 data-preprocessing 2 logistic-regression 2 gui 2 packet-capture 2 decision-trees 2 management 2 payload-extraction 2 data-mining 2 suricata 2 threat-hunting 2 user-interface 2 pcap-parser 2 jupyter-notebook 2 research 2 cic-ids-2018 2 xgboost 2 anamoly-detection 2 python3 2 datamining 2 keras 2 sklearn 2 attendance-system 2 bca 2 blockchain 2 computer-science-projects 2 network-analysis 2 thesis 2 cryptographhy 2 cyber-threat 2 mca 2 mtech-projects 2 keystroke-dynamics 2 suricata-rules 1 machine-learning-algorithms 1 signatures 1 interface 1 weka 1 unsw 1 kdd-dataset 1 python-machine-learning 1 catboost-classifier 1 competition 1 f1-score 1 kaggle-competition 1 r 1 naive-bayes 1 rainbow-table 1 pytorch 1 antikeylogging 1 malware 1 research-paper 1 kdd 1 financial-anomaly-detection 1 denial-of-service 1 class 1 packet-sniffer 1 packet-analyser 1 model-assessment 1 generative-adversarial-network 1 artificial-intelligence 1 heart-disease-prediction 1 alcatraz 1 system 1 decision-tree-classifier 1 iot 1 iot-security 1 linear-regression 1