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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