network-intrusion-detection | Topic

Topic: "network-intrusion-detection"

StamusNetworks/SELKS

A Suricata based IDS/IPS/NSM distro

Language: Shell - Size: 12 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1,554 - Forks: 292

vinayakumarr/Network-Intrusion-Detection

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

Language: Python - Size: 27.3 KB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 718 - Forks: 241

StamusNetworks/scirius

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

Language: Python - Size: 12.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 649 - Forks: 149

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: almost 2 years ago - Pushed at: over 5 years ago - Stars: 206 - Forks: 87

alik604/cyber-security

Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities

Language: Jupyter Notebook - Size: 81.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 162 - Forks: 45

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: 5 months ago - Pushed at: about 3 years ago - Stars: 70 - Forks: 5

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: over 2 years ago - Pushed at: almost 8 years ago - Stars: 66 - Forks: 43

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: over 2 years ago - Pushed at: about 4 years ago - Stars: 43 - Forks: 23

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: 5 months ago - Pushed at: about 2 years ago - Stars: 40 - Forks: 16

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: about 2 years ago - Stars: 33 - Forks: 10

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: 11 months ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 3

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: 5 months ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

vicky60629/Network-Intrusion-Detection-System

Network Intrusion Detection System

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 4

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 at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 3

Yasir-ali-farrukh/GNN4ID

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

Language: Python - Size: 124 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 12 - Forks: 0

mansipatel2508/Network-Intrusion-Detection-with-Feature-Extraction-ML

The given information of network connection, model predicts if connection has some intrusion or not. Binary classification for good and bad type of the connection further converting to multi-class classification and most prominent is feature importance analysis.

Language: Jupyter Notebook - Size: 6.98 MB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 11 - 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: 5 months ago - Pushed at: 9 months ago - Stars: 9 - Forks: 1

shreyansh26/NIDS-in-an-adversarial-setting

Network Intrusion Detection in an Adversarial setting

Language: Jupyter Notebook - Size: 97.3 MB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 0

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 at: over 2 years ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 5

yuweisunn/segmented-FL

Language: Python - Size: 9.25 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

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 at: 4 months ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 5

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: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 1

OpenIxia/nas-cloud-demo

Keysight NAS (IXIA) Cloud Demo Examples

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

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: over 6 years ago - Stars: 4 - Forks: 1

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: 4 months ago - Pushed at: over 8 years ago - Stars: 4 - Forks: 2

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: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 1

yongzhengooi/Sentinel

Machine learning based network intrusion detection system

Language: Python - Size: 77.9 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

president-xd/xNIDDY

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

Size: 3.91 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

smagnani96/enid 📦

Enhancing Network Intrusion Detection: An Online Methodology for Performance Analysis

Language: Python - Size: 132 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 3 - 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: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

harilexm/Real-Time-Network-Intrusion-Detection-Using-Wireshark-and-Advanced-Ensemble-Learning-Techniques

This project demonstrates end-to-end development of Network Intrusion Detection from dataset, model training to GUI using Flask. So its a complete end-to-end application..

Language: Jupyter Notebook - Size: 27.3 KB - Last synced at: about 14 hours ago - Pushed at: about 16 hours ago - Stars: 2 - Forks: 0

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

Size: 1.95 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 0

out-sec/NetGuard

Network Intrusion Detection System

Language: C++ - Size: 989 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 2 - Forks: 3

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: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

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: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

denverskylines/p0f-api-legacy

passive device fingerprinting api for network intrustion detection

Language: Python - Size: 4.34 MB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

amr-yasser226/machine-learning-for-network-intrusion-detection

A complete pipeline for network intrusion detection comparing label encoding and one‑hot encoding, with SMOTE resampling, feature selection, and ensemble modeling using scikit‑learn and XGBoost, also this was phase one of our University's "CSAI 253- Machine Learning" course.

Language: Jupyter Notebook - Size: 6.48 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

otuemre/RealTimeNIDS

Real-time network intrusion detection system using Zeek flow logs and machine learning (IsolationForest). Detects threats with both signature-based and anomaly-based techniques trained on the CSE-CIC-IDS2018 dataset.

Language: Jupyter Notebook - Size: 44.9 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Fathin-Ishrak-Romeo/Research-Papers_Cybersecurity-ML

Size: 6.84 KB - Last synced at: 6 months ago - Pushed at: 10 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: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0