vanlalruata / DDoS-attack-detection-and-mitigation-using-deep-neural-network-in-SDN-environmentLinks
Computers & Security
☆18Updated last year
Alternatives and similar repositories for DDoS-attack-detection-and-mitigation-using-deep-neural-network-in-SDN-environment
Users that are interested in DDoS-attack-detection-and-mitigation-using-deep-neural-network-in-SDN-environment are comparing it to the libraries listed below
Sorting:
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port and…☆24Updated 6 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 5 years ago
- Software Defined Network traffic classification☆21Updated 4 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆32Updated 6 years ago
- Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN w…☆49Updated 2 years ago
- The use of machine learning to classify network traffic☆41Updated 5 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆177Updated 4 years ago
- A thesis submitted for the degree of Master of Science in Computer Networks and Security☆230Updated 2 years ago
- DDOS Mitigation System based on Ryu SDN Controller with Port Blocking Mechanism☆27Updated 2 years ago
- This project aims to identify and classify the anomalies captured in network traffic using different machine learning strategies. After t…☆12Updated 3 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆50Updated last year
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆37Updated 5 years ago
- Journal Article: International Journal of Information Technology☆12Updated 2 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆165Updated 5 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Updated 5 years ago
- IoT intrusion Detection Model based on neural network and random forests☆48Updated 7 years ago
- sdn network ddos detection using machine learning☆105Updated 4 years ago
- Deep learning models for network intrusion detection☆40Updated 2 years ago
- Intrusion detection system using CNN and RNN☆24Updated 6 years ago
- Intrusion Detection using various Data Mining Techniques (KDD Cup 1999 Data)☆19Updated 6 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Updated 4 years ago
- Extracting data and analyzing the network traffic flow☆13Updated 7 years ago
- ⼀个有潜⼒的⽹络⼊侵检测算法,引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中,在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…☆11Updated last year
- Baseline experiments on training a Decision Tree Classifier and a Random Forest Classifier using Grid Search with Cross Validation on the…☆47Updated 3 years ago
- Simulation of SDN network and generating our own dataset using iperf and hping3 tools. This locally generated dataset is used to train v…☆23Updated last year
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port an…☆40Updated 7 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆143Updated 4 years ago
- Attention Model for Network Intrusion Detection☆18Updated 6 years ago