Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO
☆16Feb 19, 2025Updated last year
Alternatives and similar repositories for NIDS-1D_CNN-GA_PSO
Users that are interested in NIDS-1D_CNN-GA_PSO are comparing it to the libraries listed below
Sorting:
- Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGB…☆34Nov 10, 2022Updated 3 years ago
- The proposed hybrid IDS is tested on two public network datasets, the CSE-CIC-IDS2018 and the TON IoT datasets, representing internal and…☆16May 18, 2022Updated 3 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆25Nov 16, 2023Updated 2 years ago
- Journal Article: IEEE Access☆18Oct 23, 2023Updated 2 years ago
- Network System Intrusion Detection using Graph Neural Networks☆20Aug 1, 2023Updated 2 years ago
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 2 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆28Sep 10, 2024Updated last year
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆198Apr 21, 2023Updated 2 years ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆42Apr 17, 2025Updated 10 months ago
- Machine Learning Based - Intrusion Detection System☆32Jun 21, 2022Updated 3 years ago
- Complete Python Pandas Tutorial in Hindi (With Notes)☆11Sep 15, 2023Updated 2 years ago
- Modified the source code to be able run at CoppeliaSim 4.4.0☆13Dec 11, 2022Updated 3 years ago
- Fault detect and diagnose for photovoltaic system☆10Feb 28, 2022Updated 4 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆38Apr 21, 2023Updated 2 years ago
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆10Oct 23, 2021Updated 4 years ago
- Like Tetris, but sand☆12Jun 13, 2023Updated 2 years ago
- Pixel Art Editor☆10Jan 10, 2025Updated last year
- ☆18Jul 17, 2025Updated 7 months ago
- This repo is the results of drilling rate of penetration prediction on the MSEEL drilling dataset using various machine and deep learning…☆12Apr 24, 2022Updated 3 years ago
- My capstone project aiming to create a smart shopping cart system to enhance the shopping experience. This project offers a seamless shop…☆10Aug 15, 2023Updated 2 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆40Jun 15, 2020Updated 5 years ago
- ☆48Aug 7, 2022Updated 3 years ago
- Code for the paper "Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection"☆11Aug 7, 2023Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆43Dec 18, 2022Updated 3 years ago
- about 5G doc and code☆11Jun 14, 2019Updated 6 years ago
- This project aims to identify and classify the anomalies captured in network traffic using different machine learning strategies. After t…☆13Jul 14, 2022Updated 3 years ago
- Next–Generation Intrusion Detection for IoT EVCS: Integrating CNN, LSTM, and GRU Models☆18Feb 19, 2025Updated last year
- Integrating CNN-LSTM Networks with Statistical Filtering Techniques for Optimizing IoT Intrusion Detection☆13Aug 28, 2024Updated last year
- 基于强化学习的异构感知高能效联邦学习调度系统☆14Apr 13, 2024Updated last year
- ☆14Feb 26, 2025Updated last year
- Welcome to the page where you will find each trick/technique/whatever I have learnt in CTFs, real life apps, and reading researches and n…☆12May 17, 2022Updated 3 years ago
- Automatic Number Plate Recognition (ANPR ) using Arduino☆13Nov 7, 2023Updated 2 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆10Jul 11, 2023Updated 2 years ago
- ☆10Mar 7, 2023Updated 3 years ago
- This is a MATLAB-SIMULINK-based model to study the effects of partial shading on PV array characteristics.☆11May 27, 2020Updated 5 years ago
- Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selectio…☆11Jun 26, 2022Updated 3 years ago
- Another Wheel to parse json☆11Mar 13, 2020Updated 5 years ago
- ☆13Dec 30, 2023Updated 2 years ago
- ☆11Oct 7, 2023Updated 2 years ago