13-14 October 2018
Okura Hotel
Europe/Amsterdam timezone

Resolver detection using machine learning

14 Oct 2018, 10:00
30m
Heian I/II (Okura Hotel)

Heian I/II

Okura Hotel

Ferdinand Bolstraat 333 1072 LH Amsterdam NL
Standard Presentation Public Workshop Joint OARC & CENTR-Tech Public Workshop

Speaker

Sebastian Castro (NZRS)

Description

Using DNS traffic observed at the .nz nameservers, hand curated monitoring and resolver addresses, feature engineering and machine learning, we are able to identify resolver behaviour using traffic from an authorative nameserver. This technique can be extended to detect other patterns, like validating resolvers or QNAME minimization.

Talk Duration 30 Minutes

Primary authors

Mrs. Jing Qiao (InternetNZ) Sebastian Castro (NZRS)

Presentation Materials

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