Responsibility and verification: Importance value in temporal logics
Corto Mascle, Christel Baier, Florian Funke, Simon Jantsch, Stefan Kiefer
摘要
We aim at measuring the influence of the nondeterministic choices of a part of a system on its ability to satisfy a specification. For this purpose, we apply the concept of Shapley values to verification as a means to evaluate how important a part of a system is. The importance of a component is measured by giving its control to an adversary, alone or along with other components, and testing whether the system can still fulfill the specification. We study this idea in the framework of model-checking with various classical types of linear-time specification, and propose several ways to transpose it to branching ones. We also provide tight complexity bounds in almost every case.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了最后一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper4
- Backward Responsibility in Transition Systems Using General Power IndicesChristel Baier, Roxane van den Bossche, Sascha Klüppelholz, Johannes Lehmann 等AAAI 2024 · 被引用 4 次
- Synthesis of Temporal CausalityBernd Finkbeiner, Hadar Frenkel, Niklas Metzger, Julian SiberCAV 2024 · 被引用 2 次
- Closure and Complexity of Temporal CausalityMishel Carelli, Bernd Finkbeiner, Julian SiberLICS 2025 · 被引用 1 次
- Formal Quality Measures for Predictors in Markov Decision ProcessesChristel Baier, Sascha Klüppelholz, Jakob Piribauer, Robin ZiemekAAAI 2025
它引用的顶会 Paper1
相关 Paper
- Complexity of Computing the Shapley Value in Games with ExternalitiesOskar SkibskiAAAI 2020 · 被引用 1 次
- Problems with Shapley-value-based explanations as feature importance measuresI. Elizabeth Kumar, Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle A. FriedlerICML 2020 · 被引用 458 次
- On Measuring Causal Contributions via do-interventionsYonghan Jung, Shiva Prasad Kasiviswanathan, Jin Tian, Dominik Janzing 等ICML 2022 · 被引用 36 次
- From global to local MDI variable importances for random forests and when they are Shapley valuesAntonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel 等NeurIPS 2021 · 被引用 16 次
- Computing the Shapley Value of Facts in Query AnsweringDaniel Deutch, Nave Frost, Benny Kimelfeld, Mikaël MonetSIGMOD 2022 · 被引用 31 次
