This project aims to characterize the incoming traffic in an IoT (Internet of Things) environment using Machine Learning and Deep Learning Techniques. We have utilized the Bot-IoT dataset created in the Cyber Range Lab of UNSW Canberra. There were four categories to characterize in the dataset. The traffic categories are (a) DDoS (b) DoS (c) Rec…
☆10Jan 18, 2022Updated 4 years ago
Alternatives and similar repositories for Bot-IoT
Users that are interested in Bot-IoT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The project aims to analyse different types of attacks using the Bot-IoT dataset and also apply & compare different classification algori…☆13Oct 19, 2021Updated 5 years ago
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆15Dec 11, 2022Updated 3 years ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆20May 29, 2023Updated 3 years ago
- This is a code reproduction for the paper titled "N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders"☆14Apr 22, 2021Updated 5 years ago
- Journal Article: IEEE Access☆20Oct 23, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆23May 13, 2022Updated 4 years ago
- Botnet detection on IoT Devices☆30Mar 7, 2021Updated 5 years ago
- Network System Intrusion Detection using Graph Neural Networks☆23Aug 1, 2023Updated 3 years ago
- Kdd99 dataset analyzing and some data reproducing experiments with SDN☆11Aug 14, 2020Updated 6 years ago
- Web Attacks Detection based on CNN☆17Apr 6, 2019Updated 7 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆22Oct 16, 2021Updated 5 years ago
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆26Nov 30, 2024Updated last year
- 此仓库代码为本人参加的CCF-BDCI-2022 赛道:Web攻击检测与分类识别 (多分类任务),比赛rank-23。队员:Furen Xu☆16Feb 6, 2023Updated 3 years ago
- This project utilizes LSTM-based network intrusion detection to improve cybersecurity, achieving high accuracy and low false positive rat…☆11Apr 26, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆11Jul 11, 2023Updated 3 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).☆28Apr 30, 2021Updated 5 years ago
- ☆22Oct 22, 2024Updated 2 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Jun 25, 2022Updated 4 years ago
- ☆11Dec 16, 2021Updated 4 years ago
- Position and velocity PID control of a DC motor using LabView and Arduino☆16Apr 23, 2018Updated 8 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 6 years ago
- This repository contains an implementation of an anomaly detection method called DPLAN, which is based on the reinforcement learning fram…☆13Jan 8, 2024Updated 2 years ago
- Evolutionary decision trees☆11Jun 16, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Simple access control list for python.☆15Apr 13, 2011Updated 15 years ago
- 📊 Source code for 'Query a Digital Music Store Database' project☆12Aug 29, 2018Updated 8 years ago
- Python notebooks for the tutorial paper on feature selection☆29Nov 15, 2024Updated last year
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- My team built a Machine Learning model to detect SQL Injections. The dataset was prepared by capturing normal and malicious HTTP request…☆26Mar 5, 2024Updated 2 years ago
- ☆10Feb 24, 2020Updated 6 years ago
- A Python module to train simple multi-layer perceptron neural networks using Levenberg-Marquardt training☆36Dec 12, 2018Updated 7 years ago
- ☆12May 1, 2021Updated 5 years ago
- 操作系统课程设计,使用c++基于Qt框架开发的任务管理器,ui仿照win10☆11Mar 23, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- My introduction project to the Ethereum Blockchain, Solidity, and Smart Contracts.☆17Sep 12, 2021Updated 5 years ago
- 编译原理C语言LL1语法分析器的简单实现☆12Aug 31, 2020Updated 6 years ago
- Integrating CNN-LSTM Networks with Statistical Filtering Techniques for Optimizing IoT Intrusion Detection☆15Aug 28, 2024Updated 2 years ago
- 网络安全态势感知新闻平台(前台)☆20Jun 27, 2018Updated 8 years ago
- Journal Article: Telematics and Informatics Reports☆15Jun 18, 2023Updated 3 years ago
- 对称可搜索加密,Cash的实现方案☆19Jun 10, 2018Updated 8 years ago
- Set of useful files to help to learn or test forensics tools and techniques☆13Nov 7, 2020Updated 6 years ago
Are these results useful?