Datasets
Standard Dataset
DNS Over HTTPS network traffic
- Citation Author(s):
-
KamilJeřábek
- Submitted by:
- Kamil Jerabek
- Last updated:
- Mon, 01/17/2022 - 06:55
- DOI:
- 10.21227/96ea-2055
- Data Format:
- License:
1015 Views- Categories:
- Keywords:
Abstract
Dataset contains generated traffic from single requests towards DNS and DNS over Encryption servers as well as network traffic generated by browsers towards multiple DNS over HTTPS servers. The dataset contains also logs and csv files with queried domains. The IP addresses of the DoH servers are provided in the readme so that users can easily label the data extracted from pcap files. The dataset may be used for Machine Learning purposes (DNS over HTTPS identification).
Contains captured traffic with request/response queried by Firefox and minority part by Chrome browser.
Queries are generated by different DoH settings in Firefox for purpose of page load time measurement, together with logs.
Different DoH servers in dataset can be identified by ip adresses:
- pi-dns - 88.198.91.187
- google - 8.8.8.8, 8.8.4.4
- cloudflare - 104.16.249.249, 104.16.248.249
- mozilla-cloudflare - 104.16.249.249, 104.16.248.249
- opendns - 146.112.41.2, 146.112.41.3
- cz-nic - 185.43.135.1
- dnslify - 185.235.81.1
- dnsoverhttps-net - 104.236.178.232
- ffmuc - 195.30.94.28, 5.1.66.255
- blahdns - 159.69.198.101
- dnsforge - 176.9.93.198, 176.9.1.117
- other DoH IPs - 104.22.72.65, 104.22.73.65
The dataset also contains traffic generated by Firefox browser repeated 3 times (the same websites were loaded 3 times the same way) .
Dataset Files
- Network traffic generated by Firefox browser with DoH enabled towards multiple servers (part1) multiple_all_1.tar.gz (15.14 GB)
- Network traffic generated by Firefox browser with DoH enabled towards multiple servers (part2) multiple_all_2.tar.gz (15.12 GB)
- Network traffic generated by Firefox browser with DoH enabled towards multiple servers (part3) multiple_all_3.tar.gz (20.08 GB)
- Network traffic with single query requests generated by command line tools single_requests.tar.gz (25.46 GB)
- Network traffic generated by Chrome browser with DoH enabled chrome_pcaps.tar.gz (23.79 GB)
- Network traffic with logs generated by Firefox with DoH POST enabled 1. run firefox_doh_post_1.tar.gz (45.40 GB)
- Network traffic with logs generated by Firefox with DoH POST enabled 2. run firefox_doh_post_2.tar.gz (44.70 GB)
- Network traffic with logs generated by Firefox with DoH POST enabled 3. run firefox_doh_post_3.tar.gz (46.29 GB)
- Network traffic with logs generated by Firefox with DoH GET enabled 1. run firefox_doh_get_1.tar.gz (45.59 GB)
- Network traffic with logs generated by Firefox with DoH GET enabled 2. run firefox_doh_get_2.tar.gz (44.71 GB)
- Network traffic with logs generated by Firefox with DNS 1. run firefox_dns_1.tar.gz (43.46 GB)
- Network traffic with logs generated by Firefox with DNS 2. run firefox_dns_2.tar.gz (43.48 GB)
- Network traffic with logs generated by Firefox with DNS 3. run firefox_dns_3.tar.gz (44.41 GB)
- Network traffic with logs generated by Firefox with DoH GET enabled 3. run (1. part) firefox_doh_get_3_part1.tar.gz (41.52 GB)
- Network traffic with logs generated by Firefox with DoH GET enabled 3. run (2. part) firefox_doh_get_3_part2.tar.gz (4.70 GB)
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