Contributors

Rochester Institute of Technology

Resource Type

Dataset

Publisher

Rochester Institute of Technology

Abstract

This collection of datasets contains packets from a variety of layer 2, layer 3, layer 4 and application layer protocols.

This document describes the content of the network traffic datasets included in this collection and the conditions under which the packets were collected. These datasets were assembled from 2020 onward and so represent contemporary network traffic. There are periodic updates or additions to the dataset collection.

This collection contains curated (ex. enforced balance) and non-curated (raw) datasets. Both text and pcap (pcapng) file types can be opened with Wireshark.

When referencing these datasets, please use the following DOI:

10.57673/gccis-yg55 OR www.doi.org/10.57673/gccis-yg55

Contact info: Bruce Hartpence bhhics@rit.edu

Daryl Johnson dgjics@rit.edu

Bill Stackpole wrsics@rit.edu

DOI

10.57673/gccis-yg55

Publication Date

Fall 11-1-2023

Disciplines

Digital Communications and Networking

Format

pdf, txt and pcapng

College

Golisano College of Computing and Information Sciences

Campus

RIT – Main Campus

dataset0.txt (61728 kB)
Curated, balanced training dataset, 5000 samples per class, 70000 packets total.

dataset0_images.zip (27296 kB)
dataset1.txt (4136 kB)
Curated, balanced validation dataset, 500 samples each class, 7000 packets total.

dataset1_images.zip (2663 kB)
dataset2.txt (247803 kB)
Curated, unbalanced test dataset, 99998 packets

dataset2_images.zip (44982 kB)
dataset3.txt (69255 kB)
Curated, unbalanced test dataset, 25847 packets

dataset3_images.zip (11652 kB)
dataset4.txt (78868 kB)
Curated, unbalanced test dataset, 28145 packets

dataset4_images.zip (12532 kB)
dataset5.txt (9486 kB)
Curated, unbalanced test dataset, 24354 packets

dataset5_images.zip (8219 kB)
dataset6.txt (27783 kB)
Curated, unbalanced test dataset, 18610 packets

dataset6_images.zip (7746 kB)
capture1-10-11-23.pcapng (952256 kB)
Uncurated, raw capture, 978827 packets

topology-10-11-23.png (92 kB)

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