Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution
☆49Jun 13, 2024Updated last year
Alternatives and similar repositories for net_intrusion_detection
Users that are interested in net_intrusion_detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- Autoencoder approach to detect attacks/intrusions in a network☆10Mar 25, 2023Updated 3 years ago
- Tensorflow环境下，基于CNN算法，KD99与网络数据训练集共3000w数据训练，在19w数据与1w攻检验下，模型准确率为92.8%.☆66Mar 22, 2022Updated 4 years ago
- Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (K…☆102Sep 27, 2017Updated 8 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆207Apr 20, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN w…☆54Aug 10, 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
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 3 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆97May 30, 2019Updated 6 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆150Oct 12, 2021Updated 4 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆206Sep 8, 2021Updated 4 years ago
- ☆23May 15, 2019Updated 7 years ago
- A study on Deep Learning and Graph Neural Network for Intrusion Detection and Prevention (CNN, VAE, GNN,...)☆16Jan 16, 2023Updated 3 years ago
- code for infocom 2021 paper MANDA☆11May 30, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15☆772May 8, 2019Updated 7 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆176Dec 15, 2019Updated 6 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Dec 27, 2023Updated 2 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Apr 9, 2020Updated 6 years ago
- This repository is for exploring various ML and DL techniques for network intrusion detection☆10Jun 21, 2020Updated 5 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆31Feb 20, 2019Updated 7 years ago
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆17Sep 21, 2020Updated 5 years ago
- ☆21Sep 21, 2020Updated 5 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆273Apr 5, 2020Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆124Oct 25, 2022Updated 3 years ago
- ☆11Nov 26, 2019Updated 6 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…☆13Mar 5, 2024Updated 2 years ago
- Botnet detection on IoT Devices☆29Mar 7, 2021Updated 5 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆77Oct 20, 2020Updated 5 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆39Apr 21, 2023Updated 3 years ago
- An Intrusion Detection System based on Deep Belief Networks☆93Oct 27, 2022Updated 3 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆226Apr 25, 2024Updated 2 years ago
- ☆23Jan 4, 2021Updated 5 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.
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).入侵检测领域的相关论文复现/适配本地PC后的代码.☆26Apr 30, 2021Updated 5 years ago
- ☆43Dec 26, 2020Updated 5 years ago
- ☆22May 18, 2019Updated 7 years ago
- ☆19Oct 14, 2020Updated 5 years ago
- ☆35Nov 21, 2022Updated 3 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆298Dec 22, 2023Updated 2 years ago
- Scripts for downloading, preprocessing, and numpy-ifying popular machine learning datasets☆11Jan 2, 2025Updated last year