kdd99 开源项目推荐（36 个）

vinayakumarr /Network-Intrusion-Detection

网络入侵检测KDDCup“99”、NSL-KDD和UNSW-NB 15

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

特征编码UNSW_NB15入侵检测数据。

PENGZhaoqing /kdd99-scikit

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

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。

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.

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

using machine-learning to detecte instruction

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

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

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

Towson-Research /GAN-Balancing-Datasets

COSC 490 Towson University

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

ivan-mitb /ML

ISSS610 Applied Machine Learning

ghuecas /kdd99ml

Demo of SciKit ML algorithms using the kdd99 dataset

sobazino /ML_KDD_CUP_1999

INTRUSION DETECTOR | ML