yihanchen3 / Network-Anomaly-Traffic-Detection-and-Prediction-using-Spatio-Temporal-NetworksView on GitHub
Purposed a network traffic classification and prediction model based on CNN, TCN and Attention mechanism.
☆23Nov 13, 2023Updated 2 years ago
Alternatives and similar repositories for Network-Anomaly-Traffic-Detection-and-Prediction-using-Spatio-Temporal-Networks
Users that are interested in Network-Anomaly-Traffic-Detection-and-Prediction-using-Spatio-Temporal-Networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Jun 3, 2021Updated 4 years ago
- 6 different state of art prediction models applied to mobile network traffic prediction are available.☆24Oct 3, 2022Updated 3 years ago
- 网络流量预测☆23Apr 15, 2023Updated 3 years ago
- convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.☆18Feb 16, 2024Updated 2 years ago
- Implementing Multi-level attention netowrk for spatio-temporal prediction☆17Apr 18, 2019Updated 7 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.
- This platform is designed and implemented for encrypted traffic classification using deep learning☆19Oct 7, 2023Updated 2 years ago
- This project aims to detect the anomalies in Web-Traffic using a C-LSTM architecture.☆26May 25, 2020Updated 5 years ago
- Minimal Working Example of a (baseline) Temporal Convolutional Autoencoder (TCN-AE) for Anomaly Detection in Time Series☆57Apr 26, 2021Updated 4 years ago
- Code support as a published paper!☆75Apr 29, 2024Updated last year
- [ICML 25] "Preference Optimization for Combinatorial Optimization Problems"☆25Jun 6, 2025Updated 10 months ago
- Open Source Reinforcement Learning Framework for Routing and Spectrum Assignment☆10Mar 18, 2021Updated 5 years ago
- LSTM and ARIMA for network traffic prediction (Christoph Kaiser's MA)☆39Apr 1, 2020Updated 6 years ago
- ☆12Jun 12, 2025Updated 10 months ago
- ☆97Dec 14, 2024Updated last year
- 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.
- Complete Automation framework for API using python + pytest +requests +github actions☆17Oct 26, 2023Updated 2 years ago
- Simulation of SDN network and generating our own dataset using iperf and hping3 tools. This locally generated dataset is used to train v…☆27May 5, 2024Updated last year
- [TKDE 2024] Robust Knowledge Adaptation for Dynamic Graph Neural Networks☆11Apr 11, 2024Updated 2 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- ☆11Nov 11, 2021Updated 4 years ago
- CNN-Bidirectional LSTM network to forecast long term traffic flow in Madrid.☆27Feb 11, 2026Updated 2 months ago
- ☆11Jan 13, 2020Updated 6 years ago
- The work develops a multi-step time series load forecasting model that predicts daily power consumption for the upcoming week based on hi…☆25Jul 28, 2024Updated last year
- A Python package for evaluating feature importance in LightGBM models using SHAP, permutation importance, and more. Ideal for model inter…☆16Nov 15, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Apr 18, 2023Updated 3 years ago
- Long Short-Term Memory Recurrent Neural Network for Traffic Prediction in Cellular Networks☆12Sep 28, 2020Updated 5 years ago
- This project is about the undergraduate thesis, the main idea is about route allocation algorithm.☆11Mar 28, 2020Updated 6 years ago
- ☆18Nov 22, 2021Updated 4 years ago
- SDN application for implementing the shortest path routing using RYU SDN controller☆10Jul 23, 2019Updated 6 years ago
- this sdn project would use the ryu controller and classify the flows as being the elephant or mice depending upon time and bandwidth☆10Mar 3, 2021Updated 5 years ago
- 基于LSTM的SDN流量预测与负载均衡☆10Feb 9, 2022Updated 4 years ago
- A Graph Neural Network-based Intrusion Detection System☆35Aug 12, 2024Updated last year
- ☆99Mar 25, 2023Updated 3 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.
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆52Mar 2, 2024Updated 2 years ago
- SDN traffic matrix prediction with LSTM☆14Feb 18, 2022Updated 4 years ago
- ☆23Jan 21, 2021Updated 5 years ago
- A Web-Application based service which can control/assign the bandwidth of a Virtual Network based on Mininet using RYU as the SDN Control…☆12Apr 24, 2020Updated 5 years ago
- 异常检测算法☆24Aug 19, 2023Updated 2 years ago
- The code of flow-by-flow network traffic prediction.☆15Aug 14, 2022Updated 3 years ago
- ☆14Dec 28, 2024Updated last year