tuanhong3498 / Evaluation-of-Machine-Learning-Algorithm-in-Network-Based-Intrusion-Detection-System
☆10Updated last year
Alternatives and similar repositories for Evaluation-of-Machine-Learning-Algorithm-in-Network-Based-Intrusion-Detection-System:
Users that are interested in Evaluation-of-Machine-Learning-Algorithm-in-Network-Based-Intrusion-Detection-System are comparing it to the libraries listed below
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated 7 months ago
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆13Updated 4 months ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 2 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆13Updated last year
- ☆41Updated 2 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆20Updated 3 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆35Updated 8 months ago
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆17Updated last year
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 5 years ago
- Deep learning models for network intrusion detection☆35Updated 2 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆34Updated 4 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago
- A study on Deep Learning and Graph Neural Network for Intrusion Detection and Prevention (CNN, VAE, GNN,...)☆9Updated 2 years ago
- Anomaly Detection using PCA and BiGAN☆13Updated 4 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Updated 5 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆32Updated 4 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆62Updated 4 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆44Updated 7 months ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆33Updated 2 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Updated 4 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆16Updated last year
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆13Updated 2 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆16Updated last year
- A Few-shot Based Model-Agnostic Meta-Learning for Intrusion Detection in Security of Internet of Things☆12Updated 2 months ago
- An Intrusion Detection System based on Deep Belief Networks☆83Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆16Updated 2 years ago
- ☆19Updated 2 months ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆10Updated 9 months ago