license:mit size_categories:n<1K format:csv modality:tabular library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# InternetCommsTraffic

tags: Network Traffic, Anomaly Detection, Traffic Classification

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'InternetCommsTraffic' dataset is designed for the analysis of network traffic patterns with the aim of improving anomaly detection and traffic classification systems. It comprises of various network traffic data captured from a large-scale network infrastructure. Each record in the dataset represents a discrete flow of network traffic, captured over a period of time. The dataset is intended for researchers and engineers working on machine learning models that can efficiently identify and categorize network traffic for security, performance, and management purposes.


**CSV Content Preview:**

```

timestamp, source_ip, destination_ip, source_port, destination_port, protocol, payload_size, anomaly_label

"2023-01-01 00:00:01", "192.168.1.10", "10.2.5.3", 45678, 80, "TCP", 1024, "Normal"

"2023-01-01 00:00:02", "192.168.1.10", "10.2.5.4", 45679, 443, "TCP", 2048, "Normal"

"2023-01-01 00:00:03", "192.168.1.11", "10.2.5.3", 45680, 22, "SSH", 512, "Suspicious"

"2023-01-01 00:00:04", "10.2.5.3", "192.168.1.12", 80, 21, "TCP", 1500, "Normal"

"2023-01-01 00:00:05", "192.168.1.13", "10.2.5.5", 45681, 8080, "TCP", 756, "Normal"

```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query '':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=InternetCommsTraffic&tags=Network+Traffic,+Anomaly+Detection,+Traffic+Classification
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
