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
Recommended Citation
10.57673/gccis-yg55 OR www.doi.org/10.57673/gccis-yg55
Format
pdf, txt and pcapng
College
Golisano College of Computing and Information Sciences
Campus
RIT – Main Campus
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)
ML Model Descriptions and Baselines.pdf (67 kB)