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Despite the tremendous advances that have been made in the last decade on developing useful machine-learning applications, their wider adoption has been hindered by the lack of strong assurance guarantees that can be made about their…

机器学习 · 计算机科学 2019-07-18 He Zhu , Zikang Xiong , Stephen Magill , Suresh Jagannathan

These notes present some extensions of a formal method introduced in an earlier paper. The formal method is designed as a tool for program verification of numerical computation and forms the basis of the software package VPC. Included in…

计算机科学中的逻辑 · 计算机科学 2014-11-21 Garry Pantelis

We provide full certifications of two versions of merge sort of arrays in the verification-aware programming language Dafny. We start by considering schemas for applying the divide-and-conquer or partition method of solution to…

计算机科学中的逻辑 · 计算机科学 2025-09-03 Juan Pablo Carbonell , José E. Solsona , Nora Szasz , Álvaro Tasistro

We present DafnyPro, an inference-time framework that enhances LLMs for generating verification annotations in Dafny. DafnyPro comprises three key components: a diff-checker that prevents modifications to base program logic, a pruner that…

软件工程 · 计算机科学 2026-01-12 Debangshu Banerjee , Olivier Bouissou , Stefan Zetzsche

The goal of this paper is to help mainstream programmers routinely use formal verification on their smart contracts by 1) proposing a new YAML-format for writing general-purpose formal specifications, 2) demonstrating how a formal…

编程语言 · 计算机科学 2019-12-09 Suhabe Bugrara

Formal verification offers a path to provably correct software, but writing verified code remains expensive enough that the technique is rarely used in production. Recent large language models can accelerate this work, and recent benchmarks…

计算机科学中的逻辑 · 计算机科学 2026-05-28 Leo Yao

The complexity of software in embedded systems has increased significantly over the last years so that software verification now plays an important role in ensuring the overall product quality. In this context, SAT-based bounded model…

软件工程 · 计算机科学 2009-11-20 Lucas Cordeiro , Bernd Fischer , Joao Marques-Silva

Formal verification techniques are widely used for detecting design flaws in software systems. Formal verification can be done by transforming an already implemented source code to a formal model and attempting to prove certain properties…

软件工程 · 计算机科学 2017-08-28 Gyula Sallai , Ákos Hajdu , Tamás Tóth , Zoltán Micskei

Reasoning about safety, security, and other dependability attributes of autonomous systems is a challenge that needs to be addressed before the adoption of such systems in day-to-day life. Formal methods is a class of methods that…

人工智能 · 计算机科学 2023-11-17 Ashfaq Farooqui , Behrooz Sangchoolie

In the last decade it became a common practice to formalise software requirements to improve the clarity of users' expectations. In this work we build on the fact that functional requirements can be expressed in temporal logic and we…

软件工程 · 计算机科学 2015-10-12 Jiří Barnat , Petr Bauch , Nikola Beneš , Luboš Brim , Jan Beran , Tomáš Kratochvíla

Many researchers have criticized the field of Software Complexity metrics for the lack of testing, verification, and reproducibility of many metrics and case studies that utilized those metrics. This document describes SMF, a tool that can…

软件工程 · 计算机科学 2017-11-20 Charles Hathaway

Formal verification provides the highest assurance of software correctness and security, but its application to large-scale, evolving systems remains a major challenge. While large language models (LLMs) have shown promise in automating…

软件工程 · 计算机科学 2026-05-06 Yuwei Liu , Xinyi Wan , Yanhao Wang , Minghua Wang , Lin Huang , Tao Wei

The increasing competition in the semiconductor industry has created significant pressure to reduce chip prices while maintaining quality and reliability. Functional verification, particularly for configurable IPs, is a major contributor to…

硬件体系结构 · 计算机科学 2025-10-21 Shuhang Zhang , Jelena Radulovic , Thorsten Dworzak

The software approach to developing Digital Signal Processing (DSP) applications brings some great features such as flexibility, re-usability of resources and easy upgrading of applications. However, it requires long and tedious tests and…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Hahnsang Kim , Theirry Turletti , Amar Bouali

While using formal methods offers advantages over unit testing, their steep learning curve can be daunting to developers and can be a major impediment to widespread adoption. To support integration into an industrial software engineering…

计算机科学中的逻辑 · 计算机科学 2026-01-19 Letitia W. Li , Denley Lam , Vu Le , Daniel Mitchell , Mark J. Gerken , Robert B. Ross

Formal methods have been employed for requirements verification for a long time. However, it is difficult to automatically derive properties from natural language requirements. SpecVerify addresses this challenge by integrating large…

软件工程 · 计算机科学 2025-07-08 Weiqi Wang , Marie Farrell , Lucas C. Cordeiro , Liping Zhao

Build verifiability refers to the property that the build of a software system can be verified by independent third parties and it is crucial for the trustworthiness of a software system. Various efforts towards build verifiability have…

软件工程 · 计算机科学 2022-02-15 Jiawen Xiong , Yong Shi , Boyuan Chen , Filipe R. Cogo , Zhen Ming , Jiang

We explore the possibility of accelerating the formal verification of classical programs with a quantum computer. A common source of security flaws stems from the existence of common programming errors like use after free, null-pointer…

量子物理 · 物理学 2026-05-06 Sebastian Issel , Kilian Tscharke , Pascal Debus

Among formal methods, the deductive verification approach allows establishing the strongest possible formal guarantees on critical software. The downside is the cost in terms of human effort required to design adequate formal specifications…

软件工程 · 计算机科学 2018-11-28 Sylvain Dailler , Claude Marché , Yannick Moy

We propose a methodology for verifying security properties of network protocols at design level. It can be separated in two main parts: context and requirements analysis and informal verification; and formal representation and procedural…

密码学与安全 · 计算机科学 2013-10-29 Jesus Diaz , David Arroyo , Francisco B. Rodriguez