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P2 StacKAT: Infinite State Network Verification

StacKAT:无限状态网络验证
PLDI 9(PLDI)2025匹配度 2/10 · 该论文属于程序验证/逻辑与自动机方向,研究网络验证语言StacKAT及其等价判定与公理化,但研究对象是网络协议与栈自动机,不涉及LLM/Agent、机器学习系统静态分析、浮点程序分析或贝叶斯程序分析,与用户研究画像核心方向距离较远。引用 0 inbox
Jules Jacobs, Nate Foster, Tobias Kappé, Dexter Kozen, Lily Saada, Alexandra Silva, Jana Wagemaker
crossref: 2026-09-10

AI 速览

一句话:提出带栈的网络验证语言 StacKAT,并给出基于有限自动机的等价判定与完备公理化。

现有 NetKAT 等网络验证语言难以建模解析、源路由和遥测等需要栈结构的行为。论文提出 StacKAT,将有限状态变量与栈分别视为已解析报文头和待解析内容,支持循环、有限状态变量、非确定性与 push/pop 操作,从而表达无限状态网络程序。作者基于有限自动机为 StacKAT 程序等价性设计判定过程,可验证全网性质并在程序不等价时给出反例;同时给出等价公理化并证明其完备性。

问题
现有 NetKAT 等网络验证语言难以表达解析、源路由、遥测等依赖栈结构的行为,这类行为对应无限状态,难以建模与验证。
方法
提出 StacKAT,将有限状态变量和栈视为报文头与待解析内容,支持循环、非确定性及 push/pop;基于有限自动机给出程序等价判定过程,并提供等价公理化。
评估
理论评估表明该判定过程可验证全网性质、在程序不等价时给出反例,并证明公理化的完备性。
原文摘要(Abstract)

We develop StacKAT, a network verification language featuring loops, finite state variables, nondeterminism, and—most importantly—access to a stack with accompanying push and pop operations. By viewing the variables and stack as the (parsed) headers and (to-be-parsed) contents of a network packet, StacKAT can express a wide range of network behaviors including parsing, source routing, and telemetry. These behaviors are difficult or impossible to model using existing languages like NetKAT . We develop a decision procedure for StacKAT program equivalence, based on finite automata. This decision procedure provides the theoretical basis for verifying network-wide properties and is able to provide counterexamples for inequivalent programs. Finally, we provide an axiomatization of StacKAT equivalence and establish its completeness.

链接与引用

DOI 原文 · PDF(开放获取) ·

BibTeX
@article{paperbot3111,
  title = {StacKAT: Infinite State Network Verification},
  author = {Jules Jacobs and Nate Foster and Tobias Kappé and Dexter Kozen and Lily Saada and Alexandra Silva and Jana Wagemaker},
  journal = {Proceedings of the ACM on Programming Languages},
  volume = {9},
  number = {PLDI},
  year = {2025},
  doi = {10.1145/3729257}
}