Iceberg: Automated Verification of DNS Authoritative Engines via Just-in-Time Summarization

Yuxing Xiang, Rilin Huang, Naiqian Zheng, and Xin Jin, Peking University

As the core of DNS services, DNS authoritative engines are responsible for answering DNS queries with DNS responses, where any bugs may lead to severe consequences. While it is critical to ensure the correctness of the engine, existing solutions fail to deliver both correctness guarantees and low manual effort when applied to large and complex implementations in use. The state-of-the-art solution, DNS-V, relies on extra manual specifications for scaling verification, which still incurs a prohibitive cost.

In this paper, we present Iceberg, an automated verification framework for DNS authoritative engines that holistically reduces manual effort. To achieve this, we propose just-in-time (JIT) summarization, a refinement-proof approach that utilizes invariants from DNS zones to enable the use of automated summaries throughout verification, especially for domain-specific DNS operations. In addition, we employ a set of techniques to further scale automation, including symbolic regions, summary optimization, and stub function interposing. We apply Iceberg to four open-source DNS engines, identifying 12 new bugs while keeping manual effort low.

NSDI '26 Open Access Sponsored by
King Abdullah University of Science and Technology (KAUST)

Open Access Media

USENIX is committed to Open Access to the research presented at our events. Papers and proceedings are freely available to everyone once the event begins. Any video, audio, and/or slides that are posted after the event are also free and open to everyone. Support USENIX and our commitment to Open Access.

BibTeX
@inproceedings {316728,
author = {Yuxing Xiang and Rilin Huang and Naiqian Zheng and Xin Jin},
title = {Iceberg: Automated Verification of {DNS} Authoritative Engines via {Just-in-Time} Summarization},
booktitle = {23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI 26)},
year = {2026},
isbn = {978-1-939133-54-0},
address = {Renton, WA},
pages = {761--775},
url = {https://www.usenix.org/conference/nsdi26/presentation/xiang-iceberg},
publisher = {USENIX Association},
month = may
}

Presentation Video