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The paper studies how code generation by LLMs can be combined with formal verification to produce critical embedded software. The first contribution is a general framework, spec2code, in which LLMs are combined with different types of…

软件工程 · 计算机科学 2024-11-21 Minal Suresh Patil , Gustav Ung , Mattias Nyberg

Large language models (LLMs) have demonstrated significant potential in automating hardware synthesis, yet substantial barriers remain for industrial-scale, datapath-centric designs due to ambiguous specifications and a lack of formal…

硬件体系结构 · 计算机科学 2026-03-11 Kezhi Li , Min Li , Xiangyu Wen , Shibo Zhao , Jieying Wu , Junhua Huang , Qiang Xu

Formal specifications, such as pre- and post-conditions provide a solid basis for performing thorough program verification. However, developers rarely provide such formal specifications, hence if AI could help in constructing them, it would…

软件工程 · 计算机科学 2026-03-19 I. S. W. B. Prasetya , Fitsum Kifetew , Davide Prandi

We show that verification of object-oriented programs by means of the assertional method can be achieved in a simple way by exploiting a syntax-directed transformation from object-oriented programs to recursive programs. This transformation…

计算机科学中的逻辑 · 计算机科学 2011-11-09 Krzysztof R. Apt , Frank S. de Boer , Ernst-Ruediger Olderog , Stijn de Gouw

In this paper we report the experience of using AutoProof to statically verify a small object oriented program. We identified the problems that emerged by this activity and we classified them according to their nature. In particular, we…

软件工程 · 计算机科学 2017-06-20 Mansur Khazeev , Victor Rivera , Manuel Mazzara , Leonard Johard

We study the classical problem of verifying programs with respect to formal specifications given in the linear temporal logic (LTL). We first present novel sound and complete witnesses for LTL verification over imperative programs. Our…

Despite the vast body of research literature proposing algorithms with formal guarantees, the amount of verifiable code in today's systems remains minimal. This discrepancy stems from the inherent difficulty of verifying code, particularly…

软件工程 · 计算机科学 2025-01-10 Changjie Wang , Mariano Scazzariello , Marco Chiesa

Formal Methods (FMs) are currently essential for verifying the safety and reliability of software systems. However, the specification writing in formal methods tends to be complex and challenging to learn, requiring familiarity with various…

软件工程 · 计算机科学 2024-04-30 Jianyu Zhang , Long Zhang , Yixuan Wu , Feng Yang

Teaching college students how to write rigorous proofs is a critical objective in courses that introduce formal reasoning. Over the course of several years, we have developed a mechanically-checkable style of calculational reasoning that we…

计算机科学中的逻辑 · 计算机科学 2023-07-25 Andrew T. Walter , Ankit Kumar , Panagiotis Manolios

Declarative styles such as functional programming (FP) are rapidly gaining ground on their imperative cousins, including procedural and object-oriented programming. The shift is subtle because it is happening within the context of…

软件工程 · 计算机科学 2016-06-22 Morgan C. Benton , Nicole M. Radziwill

Formal verification of memory-manipulating programs critically depends on precise function specifications that capture memory states written by experts. This requirement has become a major bottleneck as large language models (LLMs)…

软件工程 · 计算机科学 2026-03-17 Liao Zhang , Tong Chen , Xiwei Wu , Qi Liu , Xiyu Zhai , Xinqi Wang , Qinxiang Cao

We formally verify an algorithm for approximate policy iteration on Factored Markov Decision Processes using the interactive theorem prover Isabelle/HOL. Next, we show how the formalized algorithm can be refined to an executable, verified…

人工智能 · 计算机科学 2024-06-12 Maximilian Schäffeler , Mohammad Abdulaziz

We show how to transform into programs the proofs in classical Analysis which use the existence of an ultrafilter on the integers. The method mixes the classical realizability introduced by the author, with the "forcing" of P. Cohen. The…

计算机科学中的逻辑 · 计算机科学 2008-09-16 Jean-Louis Krivine

In resolving instances of a computational problem, if multiple instances of interest share a feature in common, it may be fruitful to compile this feature into a format that allows for more efficient resolution, even if the compilation is…

计算复杂性 · 计算机科学 2015-03-03 Hubie Chen

Formal methods provide systematic and rigorous techniques for software development. We strongly believe that they must be taught in computer science curricula. In this paper we present the pedagogic rationale and the concrete implementation…

计算机科学中的逻辑 · 计算机科学 2021-11-17 Salwa Souaf , Frédéric Loulergue

The interplay between process behaviour and spatial aspects of computation has become more and more relevant in Computer Science, especially in the field of collective adaptive systems, but also, more generally, when dealing with systems…

计算机科学中的逻辑 · 计算机科学 2014-06-27 Vincenzo Ciancia , Diego Latella , Michele Loreti , Mieke Massink

Formal verification techniques aim at formally proving the correctness of a computer program with respect to a formal specification, but the expertise and effort required for applying formal specification and verification techniques and…

软件工程 · 计算机科学 2023-01-10 João Pascoal Faria , Rui Abreu

Autonomous systems -- such as self-driving cars, autonomous drones, and automated trains -- must come with strong safety guarantees. Over the past decade, techniques based on formal methods have enjoyed some success in providing strong…

软件工程 · 计算机科学 2020-06-17 Nathan Fulton , Nathan Hunt , Nghia Hoang , Subhro Das

Our research is part of a wider project that aims to investigate and reason about the correctness of scheme-based source code transformations of Erlang programs. In order to formally reason about the definition of a programming language and…

编程语言 · 计算机科学 2020-08-19 Péter Bereczky , Dániel Horpácsi , Simon Thompson

We present a method for synthesizing recursive functions that provably satisfy a given specification in the form of a polymorphic refinement type. We observe that such specifications are particularly suitable for program synthesis for two…

编程语言 · 计算机科学 2016-04-22 Nadia Polikarpova , Ivan Kuraj , Armando Solar-Lezama