kdd99

CynthiaKoopman/Network-Intrusion-Detection

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

alik604/cyber-security

Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities

ggulgun/NIDS-Intrusion-Detection

Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for training test. correct set is used for test. PCA is used for dimension reduction. SVM and KNN supervised algorithms are the classification algorithms of project. Accuracy : %83.5 For SVM , %80 For KNN

InitRoot/UNSW_NB15

Feature coded UNSW_NB15 intrusion detection data.

PENGZhaoqing/kdd99-scikit

Solutions to kdd99 dataset with Decision tree and Neural network by scikit-learn

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.

xiaoyu2018/QuantumCnn-NetworkAttackDetection

修改谷歌提供的样例量子卷积神经网络模型，基于KDD99数据集进行训练，实现了网络攻击分类检测。

404notf0und/Tree-ensemble-Intrusion-Detection-with-KDD99

using machine-learning to detecte instruction

CharlieDDDD/KDD-Cup-99-CNN-PyTorch

This is a classification model with five classes (normal, DOS, R2L, U2R,PROBING). Ignore the content features of TCP connection ( columns 10-22 of KDD Cup 99 dataset) when training the model to adapt the project that a kdd99 feature extractor

IndexFziQ/ML-ATIC

Abnormal Traffic Identification Classifier based on Machine Learning. My code for undergraduate graduation design.

PradeepThapa/nsl_kdd_classification

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

timeamagyar/kdd-cup-99-python

Analysis and preprocessing of the kdd cup 99 dataset using python and scikit-learn

dangnh0611/kdd99_ids

Kdd99 dataset analyzing and some data reproducing experiments with SDN

Towson-Research/GAN-Balancing-Datasets

COSC 490 Towson University

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

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

addievo/intrusionDetection

An Intrusion Detection System (IDS) implemented in Python, which utilizes machine learning techniques and the KDD Cup 1999 dataset to detect and classify network intrusions in real-time.

gau820827/KDD1999

This is the strong baseline in final competition (KDD1999) of NTU Machine Learning 2016 Fall lectured by Hung-Yi Lee

ghuecas/kdd99ml

Demo of SciKit ML algorithms using the kdd99 dataset

ivan-mitb/ML

ISSS610 Applied Machine Learning

Youssef-AK/NSL-KDDCup99

Work with NSL-KDD to reach best accuracy

AndrewQuijano/Operating_Systems_II

Creating an Intrusion Detection System

batuhaniskr/ml-intrusion-detection

Intrusion detection using machine learning for KDD 99 dataset

concision/kdd-cup-1999-model

A Tensorflow model to detect network intrusions in the KDD Cup 1999 data-set.

ductaingn/Network-Anomaly-Detection

Network Anomaly Detection Using Deep Neural Network

trishac97/Network-Intrusion-Data-Science-Analysis

amine177/4nids-data-science-tools

An introductory course to pandas and scikit learn

beatabb/Kernel_Based_Machine_Learning-course

Project for Kernel-Based Machine Learning and Multivariate Modelling course at UPC Barcelona (FIB)

niccoboa/IntrusionDetectionKDD99

Intrusion Detection (KDD Cup 1999 Dataset) using Perceptron and Random Forest. UniFi AI final exam.

ray-tracer96024/Anomaly-Detection-Using-Machine-Learning-KDD-CUP-99

Anomaly detection using machine learning

YatiVijay/Intrusion-Detection-

A predictive model capable of distinguishing between bad connections and good connections using machine learning.

lucaslrolim/EEL840-KDD-CUP-99

Project developed during Network Security class at Federal University of Rio de Janeiro on spring 2017