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Program Synthesis for Program Analysis

Cristina David, Pascal Kesseli, Daniel Kroening, Matt Lewis
2018 ACM Transactions on Programming Languages and Systems  
We provide instantiations of our framework for solving a diverse range of program verification tasks such as termination, non-termination, safety and bug finding, superoptimisation and refactoring.  ...  As our focus is on programs that use bit-vectors, we build a decision procedure for this fragment over finite domains in the form of a program synthesiser.  ...  Encoding the synthesis problem We now express the synth and verif formulae as safety properties of C − programs as shown in Fig. 3 .  ... 
doi:10.1145/3174802 fatcat:iop4bqbtardarc7kuxxud6sudq

Programmed Strategies for Program Verification

Richard B. Kieburtz
2007 Electronical Notes in Theoretical Computer Science  
Plover is an automated property-verifier for Haskell programs that has been under development for the past three years as a component of the Programatica project.  ...  In Programatica, predicate definitions and property assertions written in P-logic, a programming logic for Haskell, can be embedded in the text of a Haskell program module.  ...  Fixed-point predicate definitions are particularly useful in defining properties of potentially infinite data structures, but that topic is beyond the scope of the present paper.  ... 
doi:10.1016/j.entcs.2007.02.045 fatcat:3gnit7ab3zd4hilkj7h2ahsjmu

Validation process for railway interlocking systems

A. Bonacchi, A. Fantechi, S. Bacherini, M. Tempestini
2016 Science of Computer Programming  
An interlocking system monitors the status of the objects in a railway yard, allowing or denying the movement of trains, in accordance with safety rules.  ...  The high number of complex interlocking rules that guarantee the safe movements of independent trains in a large station makes the verification of such systems a complex task, which needs to be addressed  ...  Acknowledgments The second author has been partially funded by Villum Fonden.  ... 
doi:10.1016/j.scico.2016.04.004 fatcat:sqftsseqqjhdfduib6h7fxha3a

Automating the Verification of Floating-Point Programs [chapter]

Clément Fumex, Claude Marché, Yannick Moy
2017 Lecture Notes in Computer Science  
In the context of deductive program verification, handling floating-point computations is challenging.  ...  Our approach is implemented in the Why3 environment and its front-end SPARK 2014 for the development of safety-critical Ada programs.  ...  Regarding the use of abstract interpretation to verifying FP programs, this indeed obtained very good successes in industrial contexts. In 2004, Miné used Acknowledgements.  ... 
doi:10.1007/978-3-319-72308-2_7 fatcat:pj5a5gredzeu7ezxshgnrrjowe

Program sketching

Armando Solar-Lezama
2012 International Journal on Software Tools for Technology Transfer (STTT)  
In sketching, the programmer uses a partial program, a sketch, to describe the desired implementation strategy, and leaves the low-level details of the implementation to an automated synthesis procedure  ...  The result is a synthesis procedure that is able to handle complex problems from a variety of domains including ciphers, scientific programs, and even concurrent data-structures.  ...  Moving beyond semantic equivalence and safety In many situations, programmers care about many other factors that go beyond functional correctness.  ... 
doi:10.1007/s10009-012-0249-7 fatcat:mlktcgt2kve4jb6c7frrn3cz6a

Accurate Theorem Proving for Program Verification [chapter]

Byron Cook, Daniel Kroening, Natasha Sharygina
2006 Lecture Notes in Computer Science  
This paper also provides experimental evidence that the proposed approach is practical when applied to industrial program verification. This paper is an extended version of [1] .  ...  We propose the use of a theorem prover called Cogent, which provides better accuracy for ANSI-C expressions with the possibility of nested logic quantifiers.  ...  Acknowledgments The authors would like to thank Mike Barnett, Sergey Berezin, Vijay Ganesh, Rustan Leino, Madan Musuvathi, and Lintao Zhang for their ideas and comments related to this work.  ... 
doi:10.1007/11925040_7 fatcat:uzsrqszp6jezvlukyvzgbdbvka

Verifying Procedural Programs via Constrained Rewriting Induction [article]

Carsten Fuhs, Cynthia Kop, Naoki Nishida
2017 arXiv   pre-print
We show that we can automatically verify memory safety and prove correctness of realistic functions.  ...  This paper aims to develop a verification method for procedural programs via a transformation into Logically Constrained Term Rewriting Systems (LCTRSs).  ...  Equivalence checking is also used in proofs of secure information flow [Terauchi and Aiken 2005] and can be used to prove safety properties, e.g., memory safety. Why LCTRSs.  ... 
arXiv:1409.0166v5 fatcat:pkretib4p5d47cft2zoshbrssi

Evaluating Robustness of Neural Networks with Mixed Integer Programming [article]

Vincent Tjeng, Kai Xiao, Russ Tedrake
2019 arXiv   pre-print
Verification of networks enables us to gauge their vulnerability to such adversarial examples. We formulate verification of piecewise-linear neural networks as a mixed integer program.  ...  The computational speedup allows us to verify properties on convolutional networks with an order of magnitude more ReLUs than networks previously verified by any complete verifier.  ...  the objective becomes quadratic, and we have to use a Mixed Integer Quadratic Program (MIQP) solver.  ... 
arXiv:1711.07356v3 fatcat:jwvlp3qh7jabji3vfblbtt3swu

Towards Mutation Analysis for Lustre Programs

Lydie du Bousquet, Michel Delaunay
2008 Electronical Notes in Theoretical Computer Science  
Mutation analysis is usually used to provide indication of the fault detection ability of a test set. It is mainly used for unit testing evaluation.  ...  This paper describes mutation analysis principles and their adaptation to the Lustre programming language. Alien-V, a mutation tool for Lustre is presented.  ...  It can be used to prove the correctness of a Lustre program with respect to some safety properties or to compare two programs. As input, Lesar need a verification program [19] .  ... 
doi:10.1016/j.entcs.2008.05.009 fatcat:eiln2f3p5jbl7kiitsrf625kv4

Program Verification via Predicate Constraint Satisfiability Modulo Theories [article]

Hiroshi Unno and Yuki Satake and Tachio Terauchi and Eric Koskinen
2020 arXiv   pre-print
We have implemented the proposed framework and obtained promising results on diverse verification problems that are beyond the scope of the previous verification frameworks based on CHCs.  ...  While it is known that the satisfiability of CHCs and the validity of queries for Constrained Logic Programs (CLP) are inter-reducible, we show that, thanks to the added expressiveness, pCSP is expressive  ...  Authors' addresses: Hiroshi Unno, University of Tsukuba, Japan , RIKEN AIP, Japan, uhiro@cs.tsukuba.ac.jp; Yuki Satake, University of Tsukuba, Japan, satake@logic.cs.tsukuba.ac.jp; Tachio Terauchi, Waseda  ... 
arXiv:2007.03656v1 fatcat:lxrru6gt7rgknnc35mrv5iqzda

Guaranteed Optimization for Domain-Specific Programming [chapter]

Todd L. Veldhuizen
2004 Lecture Notes in Computer Science  
They can also function as decision procedures, suggesting an approach of 'optimizers as theorem provers,' in which optimizing compilers can be used to check domainspecific safety properties and check proofs  ...  For software engineering reasons, it is often best to provide domain-specific programming environments in the context of a generalpurpose language.  ...  Acknowledgments We thank Andrew Lumsdaine and the referees for helpful discussions and comments on drafts of this paper.  ... 
doi:10.1007/978-3-540-25935-0_18 fatcat:2oqzis2z2fcmbhrdn24xntdhiy

Trusting Computations: a Mechanized Proof from Partial Differential Equations to Actual Program [article]

Sylvie Boldo, François Clément, Jean-Christophe Filliâtre (LRI, INRIA Saclay - Île-de-France), Micaela Mayero, Guillaume Melquiond (LRI, INRIA Saclay - Île-de-France), Pierre Weis
2014 arXiv   pre-print
This C program implements the second-order centered finite difference explicit scheme for solving the 1D wave equation.  ...  Scientific computing programs make no exception in that respect, and even bring specific accuracy issues due to their massive use of floating-point computations.  ...  Acknowledgments We are grateful to Manuel Kauers, Veronika Pillwein, and Bruno Salvy, who provided us help with the nonnegativity of the fundamental solution of the discrete wave equation (Lemma 5.2).  ... 
arXiv:1212.6641v3 fatcat:h25wy4wfr5fm3orhck5qzsyjdu

Overview of the Languages for Safe Smart Contract Programming

A.V. Tyurin, I.V. Tyuluandin, V.S. Maltsev, I.A. Kirilenko, D.A. Berezun
2019 Proceedings of the Institute for System Programming of RAS  
172 as other properties according to reasoning, safety, expressiveness, and readability. In the end, we have summarized related work and possible future research topics.  ...  So, [17] provides an overview of smart contracts programming languages, security properties, and verification methods along with some classification of them.  ...  SCILLA has been shallow-embedded in COQ, specifying such properties as contract terminology, contract state, and transitions along with blockchain states, which allows properties verification in isolation  ... 
doi:10.15514/ispras-2019-31(3)-13 fatcat:3xo4izhtszdjze6cqpz6smtkhy

Automatic verification for interactive graphical programs

Carl Eastlund, Matthias Felleisen
2009 Proceedings of the Eighth International Workshop on the ACL2 Theorem Prover and its Applications - ACL2 '09  
In the past, verification efforts for such programs have usually ignored the I/O aspects of programs and focused instead on their core functionality.  ...  We have successfully verified theorems about a number of interactive programs with Dracula; we have also successfully used Dracula as a motivational tool to introduce students to the world of automated  ...  VERIFIED INTERACTIVE GRAPHICAL PROGRAMS To validate the applicability of Dracula and the above recipes for safety and liveness, we conducted six experiments proving properties of interactive programs.  ... 
doi:10.1145/1637837.1637843 fatcat:7bd5bnemdndrrndiw54x5vdkhi

Algebraic Program Analysis [chapter]

Zachary Kincaid, Thomas Reps, John Cyphert
2021 Lecture Notes in Computer Science  
It explains the foundations of algebraic program analysis, its strengths and limitations, and gives examples of algebraic program analyses for numerical invariant generation and termination analysis.  ...  AbstractThis paper is a tutorial on algebraic program analysis.  ...  Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the authors, and do not necessarily reflect the views of the sponsoring entities.  ... 
doi:10.1007/978-3-030-81685-8_3 fatcat:375brjonbbgfdfwpp72juwnljq
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