Network Intrusion Detection using SAE/DAE autoencoder and CNN
☆11Jul 11, 2019Updated 7 years ago
Alternatives and similar repositories for Network-Intrusion-Detection
Users that are interested in Network-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:
- AEIDS is a prototype of anomaly-based intrusion detection system which works by remembering the pattern of legitimate network traffic usi…☆14Mar 18, 2020Updated 6 years ago
- This project aims to detect Intrusions with a network using deep learning. The network traffic data is converted to multi channel RGB ima…☆12Nov 27, 2021Updated 4 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
- 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
- Intrusion detection system using CNN and RNN☆26Sep 23, 2019Updated 7 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.
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 3 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
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Jun 25, 2022Updated 4 years ago
- Code release for "Time Series Anomaly Detection by Cumulative Radon Features"☆12Feb 8, 2022Updated 4 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆27Apr 28, 2023Updated 3 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Jul 15, 2023Updated 3 years ago
- STM32 60% Mechanical Keyboard☆12Feb 25, 2017Updated 9 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 24, 2021Updated 4 years ago
- A STM32-based USB keyboard firmware.☆15Jul 13, 2020Updated 6 years ago
- 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.
- The project codes up a three hidden layer deep auto encoder, trained in a greedy layerwise fashion for initializing a corresponding deep …☆11Mar 19, 2017Updated 9 years ago
- ☆12Oct 11, 2024Updated 2 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆149Oct 12, 2021Updated 5 years ago
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Nov 14, 2018Updated 7 years ago
- 基于Vue2+Django+LogisticRegressionCV,KDD-CUP99的网络入侵检测☆14Apr 6, 2022Updated 4 years ago
- Machine Learning in Cybersecurity☆94May 23, 2025Updated last year
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆17May 10, 2023Updated 3 years ago
- 局域均值分解的python实现☆15Nov 29, 2018Updated 7 years ago
- deep learning methods for bearing fault diagnosis☆13Mar 6, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Generative adversarial networks for Network Intrusion Benchmark datasets☆43Aug 2, 2024Updated 2 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆42Jun 15, 2020Updated 6 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Apr 8, 2020Updated 6 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 6 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆125Oct 25, 2022Updated 4 years ago
- A python toolkit for bearing fault detection using deep learning☆22Oct 14, 2025Updated last year
- Intrusion Detection System using Machine Learning and Deep Learning☆89Dec 27, 2023Updated 2 years ago
- 基于SSM框架的请假管理系统☆10Jul 19, 2021Updated 5 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆77Oct 20, 2020Updated 6 years ago
- 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.
- Using LSTM and CNN on CASME2 dataset☆11Aug 10, 2018Updated 8 years ago
- Deep Learning-Based image Steganography implemented with custom CNNs using keras along with Chaotic Encryption🔒 using pycryptodome and E…☆13Feb 21, 2024Updated 2 years ago
- ☆11Oct 7, 2023Updated 3 years ago
- 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
- 本地化 RAG 智能体应用,基于 Python(Qwen Agent)和 Gradio WebUI,集成 Elasticsearch、多模型与可视化界面,助力企业快速搭建私有知识库问答系统。| Local RAG agent app with Python (Qwen Ag…☆19Jul 28, 2025Updated last year
- 开源AGENT代码分享☆16Jul 26, 2025Updated last year
- CNN-based Person Detection using Infrared Images for Night-time Intrusion Warning Systems☆37Jun 30, 2021Updated 5 years ago