unsw-nb15 开源项目推荐（87 个）

vinayakumarr /Network-Intrusion-Detection

网络入侵检测KDDCup“99”、NSL-KDD和UNSW-NB 15

alik604 /cyber-security

Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities

notsodubeyous /IoT-Network-Intrusion-Detection-System-UNSW-NB15

Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset

InitRoot /UNSW_NB15

特征编码UNSW_NB15入侵检测数据。

zhmhbest /python-nidsdata

这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。

Nir-J /ML-Projects

Basic Machine learning projects and assignments done by me.

oqadiSAK /fl-ids

使用Flower框架和UNSW_NB15数据集的入侵检测系统联邦学习。

rdpahalavan /nids-datasets

Download UNSW-NB15 and CIC-IDS2017 Datasets for Network Intrusion Detection (NIDS)

musimathicslab /network-intrusion-detection-gnn

💻 Network System Intrusion Detection using Graph Neural Networks

qaixerabbas /network_intrusion_detection

Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure Systems"

teo-sl /DPLAN_pytorch

This repository contains an implementation of an anomaly detection method called DPLAN, which is based on the reinforcement learning framework. The method is described in the paper "Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data" by Pang et al.

sheatsley /datasets

Scripts for downloading, preprocessing, and numpy-ifying popular machine learning datasets

jackm-g /nettraffic-ml-notes

Notes for technologies useful in applying ml to the unsw-nb15 dataset (Draft)

Bharathyalagi /GAN-BASED-SYNTHETIC-DATA-GENERATION-IN-IDS

Hybrid WCGAN-ACGAN framework for balanced network intrusion detection on NSL-KDD and UNSW-NB15 datasets using XGBoost, Decision Trees, CNN, and AutoGluon classifiers

anishmathewjose /intrusion-detection-system

Multi-class SVM based network intrusion detection system with attribute selection using random forest on the UNSW-NB15 dataset

hassan7100 /IDS-using-Neural-networks

A Python program that uses Neural Networks to detect unusual traffic using UNSW-NB15

georgeani /AutoGraphAD

Code used for paper AutoGraphAD: Unsupervised network anomaly detection using Variational Graph Autoencoders

Sakni-Tasnim /ai-network-threat-detector

AI-powered Intrusion Detection System; binary + multi-class network threat classification using Random Forest on UNSW-NB15 dataset, with TShark + NFStream PCAP support.

Posor /adversarial-NIDS

Étude comparative de la robustesse des systèmes de détection d'intrusion (NIDS) face aux attaques adversariales (Deep Learning & Machine Learning).

nnolas27 /SecPipeAI

Reproducible ML-based network intrusion detection pipeline using CICIDS2017 and UNSW-NB15 datasets.