kdd99

There are 9 repositories under kdd99 topic.

vinayakumarr / Network-Intrusion-Detection
Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15
cybersecurity deep-learning intrusion-detection kdd99 machine-learning network-intrusion-detection network-security nsl-kdd unsw-nb15
Language:Python 756
CynthiaKoopman / Network-Intrusion-Detection
Machine Learning with the NSL-KDD dataset for Network Intrusion Detection
nsl-kdd datamining feature-selection network-intrusion-detection intrusion-detection-system machine-learning kdd99 decision-trees random-forest cross-validation
Language:Jupyter Notebook 268
cyber-security
alik604 / cyber-security
Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities
python malware malware-detection unsw-nb15 cyber-security network-intrusion-detection intrusion-detection rainbow-table denial-of-service financial-anomaly-detection kdd kdd99 nsl-kdd unsw pytorch deep-learning ids security anomaly-detection machine-learning
Language:Jupyter Notebook 213
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
data-science data-mining data-mining-algorithms svm knn pca dimensionality-reduction machine-learning ids intrusion-detection-system intrusion-detection kdd99 kdd-dataset
Language:Python 92
InitRoot / UNSW_NB15
Feature coded UNSW_NB15 intrusion detection data.
intrusion intrusion-detection kdd99 unsw-nb15
89
PENGZhaoqing / kdd99-scikit
Solutions to kdd99 dataset with Decision tree and Neural network by scikit-learn
confusion-matrix decision-tree intrusion-detection kdd99 mlp scikit-learn
Language:Python 59
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。
tensorflow quantum-machine-learning tesorflow-quantum kdd99
Language:Python 39
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.
keras autoencoder kdd99 nsl-kdd intrusion-detection machine-learning python
Language:Jupyter Notebook 32
IndexFziQ / ML-ATIC
Abnormal Traffic Identification Classifier based on Machine Learning. My code for undergraduate graduation design.
abnormal-traffic-identification decision-tree-classifier kdd99 machine-learning netflow
Language:Java 29
404notf0und / Tree-ensemble-Intrusion-Detection-with-KDD99
using machine-learning to detecte instruction
kdd99 tree-ensemble intrusion-detection
Language:Python 28
nsl_kdd_classification
PradeepThapa / nsl_kdd_classification
Cyber-attack classification in the network traffic database using NSL-KDD dataset
nsl-kdd classification-algorithm catboost-model cyber-attacks-analytics kdd99 ensemble-machine-learning cyber-attack-classification classification-algorithms kdd-dataset network-traffic-database machine-learning-algorithms attack u2r r2l
Language:Python 27
timeamagyar / kdd-cup-99-python
Analysis and preprocessing of the kdd cup 99 dataset using python and scikit-learn
kdd99 python sklearn matplotlib smote cluster-centroids resampling-methods principal-component-analysis linear-separability convex-hull one-hot-encode standardization normalization
Language:Jupyter Notebook 22
dangnh0611 / kdd99_ids
Kdd99 dataset analyzing and some data reproducing experiments with SDN
ids kdd99 mininet onos sdn wireshark
Language:Jupyter Notebook 10
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.
ai cybersecurity data ids intrusion-detection-system kdd99 machine-learning-algorithms python random-forest-classifier
Language:Python 8
Towson-Research / GAN-Balancing-Datasets
COSC 490 Towson University
gan tensorflow python3 keras datasets kdd99 mysql machine-learning
Language:Jupyter Notebook 8
Anshumank399 / Network-Intrusion-Detection-using-Machine-Learning
Assess various ML algorithms on KDD99 network dataset then apply the best algorithm (Random Forest) using R.
kdd99 kdd-dataset network-intrusion-detection machine-learning-algorithms random-forest weka
Language:R 7
gau820827 / KDD1999
This is the strong baseline in final competition (KDD1999) of NTU Machine Learning 2016 Fall lectured by Hung-Yi Lee
data-science kdd99 machine-learning security
Language:Python 4
ghuecas / kdd99ml
Demo of SciKit ML algorithms using the kdd99 dataset
intrusion-detection kdd99 machine-learning scikit-learn
Language:Python 4
ivan-mitb / ML
ISSS610 Applied Machine Learning
kdd99 ids intrusion-detection machine-learning sklearn scikit-learn
Language:Jupyter Notebook 4
Youssef-AK / NSL-KDDCup99
Work with NSL-KDD to reach best accuracy
ids kdd99
Language:Jupyter Notebook 3
sobazino / ML_KDD_CUP_1999
INTRUSION DETECTOR | ML
algorithms decision-trees kdd99 machine-learning python
Language:Python 2
amine177 / 4nids-data-science-tools
An introductory course to pandas and scikit learn
kdd99 scikit-learn pandas decision-trees neural-network k-means svm machine-learning
Language:Jupyter Notebook 1
AndrewQuijano / Operating_Systems_II
Creating an Intrusion Detection System
ids scikit-learn kdd99 nsl-kdd-dataset
Language:Python 1
batuhaniskr / ml-intrusion-detection
Intrusion detection using machine learning for KDD 99 dataset
anomaly-detection classification-algorithm intrusion-detection kdd99 machine-learning
Language:Jupyter Notebook 1
concision / kdd-cup-1999-model
A Tensorflow model to detect network intrusions in the KDD Cup 1999 data-set.
jupyter-notebook kdd-dataset kdd99 kddcup99 machine-learning python tensorflow
Language:Jupyter Notebook 1
ductaingn / Network-Anomaly-Detection
Network Anomaly Detection Using Deep Neural Network
anomaly-detection deep-neural-networks kdd99
Language:Python 1
trishac97 / Network-Intrusion-Data-Science-Analysis
network-intrusion-detection data-science r-language kdd99
1
YazdanEtedali / SDN_DDoS_Detection_and_Mitigation_System
Artificial Intelligence and Cybersecurity
catboost feature-engineering kdd99 machine-learning ryu-controller scikit-learn sdn-controller xgboost-classifier mininet
Language:Jupyter Notebook 1
beatabb / Kernel_Based_Machine_Learning-course
Project for Kernel-Based Machine Learning and Multivariate Modelling course at UPC Barcelona (FIB)
ensamble-methods kdd99 kernel-methods kernelsvm machine-learning machinelearning svm svm-classifier
Language:Jupyter Notebook 0
Mohammed-Majid / Clustering_Anomaly_Detection
Unsupervised (Clustering) Anomaly detection on Network Traffic Activity using a dataset from the annual KDD Cup competition
anomaly-detection k-means-clustering kdd99 network-analysis unsupervised-learning
Language:Jupyter Notebook 0
niccoboa / IntrusionDetectionKDD99
Intrusion Detection (KDD Cup 1999 Dataset) using Perceptron and Random Forest. UniFi AI final exam.
artificial-intelligence intrusion-detection kdd99 perceptron random-forest scikit-learn supervised-learning
Language:Python 0
QuirkyCroissant / KMeansAnomalyDetection
Anomaly detection by kmeans clustering applied on network traffic log files to train a model to detect fraudulant network behaviour
anomaly-detection clustering-algorithm data-science fraud-detection kdd99 kddcup kmeans-clustering machine-learning network-security pyspark python
Language:Jupyter Notebook 0
ray-tracer96024 / Anomaly-Detection-Using-Machine-Learning-KDD-CUP-99
Anomaly detection using machine learning
jupyter-notebook machine-learning kdd99
Language:Jupyter Notebook 0
YatiVijay / Intrusion-Detection-
A predictive model capable of distinguishing between bad connections and good connections using machine learning.
intrusion-detection pyspark python machine-learning pca-analysis kdd99
Language:Jupyter Notebook 0
LorysHamadache / kdd99-intrusion-detection
Network intrusion detection using the KDD Cup 1999 dataset. Explores multiple ML models and combines KNN with Random Forest for optimal results.
kdd99 ml network statistics
lucaslrolim / EEL840-KDD-CUP-99
Project developed during Network Security class at Federal University of Rio de Janeiro on spring 2017
machine-learning scikit-learn kdd99 kdd-dataset
Language:Jupyter Notebook

kdd99

vinayakumarr / Network-Intrusion-Detection

CynthiaKoopman / Network-Intrusion-Detection

alik604 / cyber-security

ggulgun / NIDS-Intrusion-Detection

InitRoot / UNSW_NB15

PENGZhaoqing / kdd99-scikit

xiaoyu2018 / QuantumCnn-NetworkAttackDetection

r7sy / IntrusionDetection

IndexFziQ / ML-ATIC

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

PradeepThapa / nsl_kdd_classification

timeamagyar / kdd-cup-99-python

dangnh0611 / kdd99_ids

addievo / intrusionDetection

Towson-Research / GAN-Balancing-Datasets

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

gau820827 / KDD1999

ghuecas / kdd99ml

ivan-mitb / ML

Youssef-AK / NSL-KDDCup99

sobazino / ML_KDD_CUP_1999

amine177 / 4nids-data-science-tools

AndrewQuijano / Operating_Systems_II

batuhaniskr / ml-intrusion-detection

concision / kdd-cup-1999-model

ductaingn / Network-Anomaly-Detection

trishac97 / Network-Intrusion-Data-Science-Analysis

YazdanEtedali / SDN_DDoS_Detection_and_Mitigation_System

beatabb / Kernel_Based_Machine_Learning-course

Mohammed-Majid / Clustering_Anomaly_Detection

niccoboa / IntrusionDetectionKDD99

QuirkyCroissant / KMeansAnomalyDetection

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

YatiVijay / Intrusion-Detection-

LorysHamadache / kdd99-intrusion-detection

lucaslrolim / EEL840-KDD-CUP-99