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

# PacketSentry

tags: Malware Detection, Packet Analysis, Intrusion Detection

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

**Dataset Description:**

The 'PacketSentry' dataset comprises network traffic data collected for the purpose of identifying potential malware-related activities. Each row in the dataset represents an individual network packet, including various features that are analyzed to detect patterns indicative of malware communication.

**Labels:**
- 'Benign': Packets that are confirmed to be normal, non-malicious network traffic.
- 'Malicious': Packets that exhibit characteristics associated with malware activity.

**CSV Content Preview:**

```
PacketID,Timestamp,Protocol,Length,Destination,Labels
001,2023-01-15T08:30:00Z,TCP,65535,192.168.1.100,Benign
002,2023-01-15T08:30:05Z,UDP,1234,192.168.1.200,Malicious
003,2023-01-15T08:30:10Z,TCP,65535,192.168.1.300,Benign
004,2023-01-15T08:30:15Z,TCP,12345,192.168.1.400,Malicious
005,2023-01-15T08:30:20Z,UDP,65535,192.168.1.500,Benign
```

Each row in the 'PacketSentry' dataset has the following columns:

- `PacketID`: A unique identifier for the network packet.
- `Timestamp`: The date and time when the packet was captured.
- `Protocol`: The network protocol used (e.g., TCP, UDP).
- `Length`: The size of the packet in bytes.
- `Destination`: The IP address of the destination endpoint.
- `Labels`: The label indicating whether the packet is considered 'Benign' or 'Malicious' based on the analysis of its features.

**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 'malware detection':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=malware+detection&dataset=PacketSentry&tags=Malware+Detection,+Packet+Analysis,+Intrusion+Detection
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
