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Static analysis by abstract interpretation aims at automatically proving properties of computer programs. To do this, an over-approximation of program semantics, defined as the least fixpoint of a system of semantic equations, must be…

编程语言 · 计算机科学 2013-05-02 Olivier Bouissou , Yassamine Seladji , Alexandre Chapoutot

Local analysis has long been recognised as an effective tool to combat the state-space explosion problem. In this work, we propose a method that systematises the use of local analysis in the verification of deadlock freedom for concurrent…

软件工程 · 计算机科学 2022-07-20 Pedro Antonino , Augusto Sampaio , Jim Woodcock

The starting point of this work is a framework allowing to model systems with dynamic process creation, equipped with a procedure to detect symmetric executions (ie., which differ only by the identities of processes). This allows to reduce…

计算机科学中的逻辑 · 计算机科学 2013-02-15 Łukasz Fronc

This paper introduces a new hybrid memory analysis, Structural Analysis, which combines an expressive shape analysis style abstract domain with efficient and simple points-to style transfer functions. Using data from empirical studies on…

编程语言 · 计算机科学 2012-01-06 Mark Marron

Estimating consistent parameters of a structured state-space representation requires a reliable initialization when the vector of parameters is computed by using a gradient-based algorithm. In the eponymous companion paper accepted for…

系统与控制 · 计算机科学 2014-06-04 Guillaume Mercère , José Ramos , Olivier Prot

Transaction-level modeling with SystemC has been very successful in describing the behavior of embedded systems by providing high-level executable models, in which many of them have inherent probabilistic behaviors, e.g., random data and…

软件工程 · 计算机科学 2017-12-07 Van Chan Ngo , Axel Legay

Binary decision diagrams can compactly represent vast sets of states, mitigating the state space explosion problem in model checking. Probabilistic systems, however, require multi-terminal diagrams storing rational numbers. They are…

计算机科学中的逻辑 · 计算机科学 2020-01-14 Ernst Moritz Hahn , Arnd Hartmanns

Value-based static analysis techniques express computed program invariants as logical formula over program variables. Researchers and practitioners use these invariants to aid in software engineering and verification tasks. When selecting…

计算机科学中的逻辑 · 计算机科学 2024-04-26 Kenny Ballou , Elena Sherman

We present the first scalable bound analysis that achieves amortized complexity analysis. In contrast to earlier work, our bound analysis is not based on general purpose reasoners such as abstract interpreters, software model checkers or…

编程语言 · 计算机科学 2014-06-04 Moritz Sinn , Florian Zuleger , Helmut Veith

Verification of large and complicated concurrent programs is an important issue in the software world. Stateless model checking is an appropriate method for systematically and automatically testing of large programs, which has proved its…

编程语言 · 计算机科学 2016-03-14 Elaheh Ghassabani , Mohammad Abdollahi Azgomi

Certification through auditing allows to ensure that critical embedded systems are secure. This entails reviewing their critical components and checking for dangerous execution paths. This latter task requires the use of specialized tools…

软件工程 · 计算机科学 2023-03-08 Guilhem Lacombe , David Feliot , Etienne Boespflug , Marie-Laure Potet

We propose an approach on model checking information flow for imperative language with procedures. We characterize our model with pushdown system, which has a stack of unbounded length that naturally models the execution of procedural…

密码学与安全 · 计算机科学 2010-12-15 Cong Sun , Liyong Tang , Zhong Chen

Monotonic abstraction is a technique introduced in model checking parameterized distributed systems in order to cope with transitions containing global conditions within guards. The technique has been re-interpreted in a declarative setting…

计算机科学中的逻辑 · 计算机科学 2014-11-17 Francesco Alberti , Silvio Ghilardi , Natasha Sharygina

In a software product line (SPL), a collection of software products is defined by their commonalities in terms of features rather than explicitly specifying all products one-by-one. Several verification techniques were adapted to establish…

软件工程 · 计算机科学 2013-12-31 Clemens Dubslaff , Sascha Klüppelholz , Christel Baier

Bayesian methods are increasingly being applied to parameterize mechanistic process models used in environmental prediction and forecasting. In particular, models describing ecosystem dynamics with multiple states that are linear and…

应用统计 · 统计学 2021-10-19 John W. Smith , Leah R. Johnson , Robert Q. Thomas

Static analysis, the process of examining code without executing it, is crucial for identifying software issues. Yet, static analysis is hampered by its complexity and the need for customization for different targets. Traditional static…

软件工程 · 计算机科学 2023-12-15 Yu Hao , Weiteng Chen , Ziqiao Zhou , Weidong Cui

Reduced-order models based on level-set methods are widely used tools to qualitatively capture and track the nonlinear dynamics of an interface. The aim of this paper is to develop a physics-informed, data-driven, statistically rigorous…

计算物理 · 物理学 2019-09-20 Hans Yu , Matthew P. Juniper , Luca Magri

Abstraction (in its various forms) is a powerful established technique in model-checking; still, when unbounded data-structures are concerned, it cannot always cope with divergence phenomena in a satisfactory way. Acceleration is an…

计算机科学中的逻辑 · 计算机科学 2013-10-04 Francesco Alberti , Silvio Ghilardi , Natasha Sharygina

Static code analysis is a powerful approach to detect quality deficiencies such as performance bottlenecks, safety violations or security vulnerabilities already during a software system's implementation. Yet, as current software systems…

软件工程 · 计算机科学 2017-10-23 Eric Bodden

In recent years, there has been significant progress in the development and industrial adoption of static analyzers. Such analyzers typically provide a large, if not huge, number of configurable options controlling the precision and…