cisco-ie/telemetry
Open-source datasets for anyone interested in working with network anomaly based machine learning, data science and research
This project provides real-world datasets for anyone needing to develop, test, or compare algorithms that detect unusual behavior in network traffic. It offers network telemetry data, network topology descriptions, and details about specific network events. Network engineers, cybersecurity analysts, or data scientists focused on network operations would find this useful.
129 stars. No commits in the last 6 months.
Use this if you need realistic network traffic data with labeled anomalies to build or evaluate your network anomaly detection models.
Not ideal if you are looking for a complete anomaly detection solution or an implementation of specific algorithms, as this project only provides the datasets.
Stars
129
Forks
41
Language
—
License
—
Category
Last pushed
Aug 22, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/cisco-ie/telemetry"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
yzhao062/pyod
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
unit8co/darts
A python library for user-friendly forecasting and anomaly detection on time series.
elki-project/elki
ELKI Data Mining Toolkit
raphaelvallat/antropy
AntroPy: entropy and complexity of (EEG) time-series in Python
Minqi824/ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.