Proof Assistants: History, Ideas and Future
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Experience Implementing a Performant Category-Theory Library in Coq
Experience Implementing a Performant Category-Theory Library in Coq Jason Gross, Adam Chlipala, and David I. Spivak Massachusetts Institute of Technology, Cambridge, MA, USA [email protected], [email protected], [email protected] Abstract. We describe our experience implementing a broad category- theory library in Coq. Category theory and computational performance are not usually mentioned in the same breath, but we have needed sub- stantial engineering effort to teach Coq to cope with large categorical constructions without slowing proof script processing unacceptably. In this paper, we share the lessons we have learned about how to repre- sent very abstract mathematical objects and arguments in Coq and how future proof assistants might be designed to better support such rea- soning. One particular encoding trick to which we draw attention al- lows category-theoretic arguments involving duality to be internalized in Coq's logic with definitional equality. Ours may be the largest Coq development to date that uses the relatively new Coq version developed by homotopy type theorists, and we reflect on which new features were especially helpful. Keywords: Coq · category theory · homotopy type theory · duality · performance 1 Introduction Category theory [36] is a popular all-encompassing mathematical formalism that casts familiar mathematical ideas from many domains in terms of a few unifying concepts. A category can be described as a directed graph plus algebraic laws stating equivalences between paths through the graph. Because of this spar- tan philosophical grounding, category theory is sometimes referred to in good humor as \formal abstract nonsense." Certainly the popular perception of cat- egory theory is quite far from pragmatic issues of implementation. -
Lemma Functions for Frama-C: C Programs As Proofs
Lemma Functions for Frama-C: C Programs as Proofs Grigoriy Volkov Mikhail Mandrykin Denis Efremov Faculty of Computer Science Software Engineering Department Faculty of Computer Science National Research University Ivannikov Institute for System Programming of the National Research University Higher School of Economics Russian Academy of Sciences Higher School of Economics Moscow, Russia Moscow, Russia Moscow, Russia [email protected] [email protected] [email protected] Abstract—This paper describes the development of to additionally specify loop invariants and termination an auto-active verification technique in the Frama-C expression (loop variants) in case the function under framework. We outline the lemma functions method analysis contains loops. Then the verification instrument and present the corresponding ACSL extension, its implementation in Frama-C, and evaluation on a set generates verification conditions (VCs), which can be of string-manipulating functions from the Linux kernel. separated into categories: safety and behavioral ones. We illustrate the benefits our approach can bring con- Safety VCs are responsible for runtime error checks for cerning the effort required to prove lemmas, compared known (modeled) types, while behavioral VCs represent to the approach based on interactive provers such as the functional correctness checks. All VCs need to be Coq. Current limitations of the method and its imple- mentation are discussed. discharged in order for the function to be considered fully Index Terms—formal verification, deductive verifi- proved (totally correct). This can be achieved either by cation, Frama-C, auto-active verification, lemma func- manually proving all VCs discharged with an interactive tions, Linux kernel prover (i. e., Coq, Isabelle/HOL or PVS) or with the help of automatic provers. -
The Beauty, Power and Future of Mathematics I Am Thrilled and at The
The Beauty, Power and Future of Mathematics I am thrilled and at the same time humble to be honored by the Doctor Honoris Causa of the University Politehnica of Bucharest. Romania is a country with a very excellent tradition of mathematics at the very best. When I was in high school in Hong Kong, I read with care an elementary book by Popa with lucid explanation and colorful illustrations of basic mathematical concepts. During my undergraduate studies at Sir George Williams University in Montreal, a professor introduced me to Barbu’s works on nonlinear differential and integral equations. I should also mention that he introduced me to the book on linear partial differential operators by Hörmander. When I was a graduate student at the University of Toronto working under the supervision of Professor Atkinson, I learned Fredholm operators from him and the works of Foias and Voiculescu from the operator theory group. I was also influenced by the school of harmonic analysts led by E. M. Stein at Princeton. When I was a visiting professor at the University of California at Irvine, I learned from Martin Schechter of the works of Foias on nonlinear partial differential equations. This education path of mine points clearly to the influence of Romanian mathematics on me, the importance of knowing in depth different but related fields and my life‐long works on pseudo‐differential operators and related topics in mathematics and quantum physics. I chose to specialize in mathematics when I was in grade 10 at Kowloon Technical School in Hong Kong dated back to 1967, not least inspired by an inspiring teacher. -
Experiments in Validating Formal Semantics for C
Experiments in validating formal semantics for C Sandrine Blazy ENSIIE and INRIA Rocquencourt [email protected] Abstract. This paper reports on the design of adequate on-machine formal semantics for a certified C compiler. This compiler is an optimiz- ing compiler, that targets critical embedded software. It is written and formally verified using the Coq proof assistant. The main structure of the compiler is very strongly conditioned by the choice of the languages of the compiler, and also by the kind of semantics of these languages. 1 Introduction C is still widely used in industry, especially for developing embedded software. The main reason is the control by the C programmer of all the resources that are required for program execution (e.g. memory layout, memory allocation) and that affect performance. C programs can therefore be very efficient, but the price to pay is a programming effort. For instance, using C pointer arithmetic may be required in order to compute the address of a memory cell. However, a consequence of this freedom given to the C programmer is the presence of run-time errors such as buffer overflows and dangling pointers. Such errors may be difficult to detect in programs, because of C type casts and more generally because the C type system is unsafe. Many static analysis tools attempt to detect such errors in order to ensure safety properties that may be ensured by more recent languages such as Java. For instance, CCured is a program transformation system that adds memory safety guarantees to C programs by verifying statically that memory errors cannot oc- cur and by inserting run-time checks where static verification is insufficient [1]. -
Foundational Proof Checkers with Small Witnesses
Foundational Proof Checkers with Small Witnesses Dinghao Wu Andrew W. Appel Aaron Stump Princeton University Washington University in St. Louis dinghao,appel @cs.princeton.edu [email protected] f g ABSTRACT tion of the proof witness to the size of the binary machine- Proof checkers for proof-carrying code (and similar) systems language program. Necula's LFi proof witnesses were about can suffer from two problems: huge proof witnesses and un- 4 times as big as the programs whose properties they proved. trustworthy proof rules. No previous design has addressed both of these problems simultaneously. We show the theory, Pfenning's Elf and Twelf systems [14, 15] are implementa- design, and implementation of a proof-checker that permits tions of the Edinburgh Logical Framework. In these sys- small proof witnesses and machine-checkable proofs of the tems, proof-search engines can be represented as logic pro- soundness of the system. grams, much like (dependently typed, higher-order) Prolog. Elf and Twelf build proof witnesses automatically; if each logic-program clause is viewed as an inference rule, then the 1. INTRODUCTION proof witness is a trace of the successful goals and subgoals In a proof-carrying code (PCC) system [10], or in other executed by the logic program. That is, the proof witness proof-carrying applications [3], an untrusted prover must is a tree whose nodes are the names of clauses and whose convince a trusted checker of the validity of a theorem by subtrees correspond to the subgoals of these clauses. sending a proof. Two of the potential problems with this approach are that the proofs might be too large, and that Necula's theorem provers were written in this style, origi- the checker might not be trustworthy. -
The Common HOL Platform
The Common HOL Platform Mark Adams Proof Technologies Ltd, UK Radboud University, Nijmegen, The Netherlands The Common HOL project aims to facilitate porting source code and proofs between members of the HOL family of theorem provers. At the heart of the project is the Common HOL Platform, which defines a standard HOL theory and API that aims to be compatible with all HOL systems. So far, HOL Light and hol90 have been adapted for conformance, and HOL Zero was originally developed to conform. In this paper we provide motivation for a platform, give an overview of the Common HOL Platform’s theory and API components, and show how to adapt legacy systems. We also report on the platform’s successful application in the hand-translation of a few thousand lines of source code from HOL Light to HOL Zero. 1 Introduction The HOL family of theorem provers started in the 1980s with HOL88 [5], and has since grown to include many systems, most prominently HOL4 [16], HOL Light [8], ProofPower HOL [3] and Is- abelle/HOL [12]. These four main systems have developed their own advanced proof facilities and extensive theory libraries, and have been successfully employed in major projects in the verification of critical hardware and software [1, 11] and the formalisation of mathematics [7]. It would clearly be of benefit if these systems could “talk” to each other, specifically if theory, proofs and source code could be exchanged in a relatively seamless manner. This would reduce the considerable duplication of effort otherwise required for one system to benefit from the major projects and advanced capabilities developed on another. -
Issue 73 ISSN 1027-488X
NEWSLETTER OF THE EUROPEAN MATHEMATICAL SOCIETY Feature History Interview ERCOM Hedgehogs Richard von Mises Mikhail Gromov IHP p. 11 p. 31 p. 19 p. 35 September 2009 Issue 73 ISSN 1027-488X S E European M M Mathematical E S Society Geometric Mechanics and Symmetry Oxford University Press is pleased to From Finite to Infinite Dimensions announce that all EMS members can benefit from a 20% discount on a large range of our Darryl D. Holm, Tanya Schmah, and Cristina Stoica Mathematics books. A graduate level text based partly on For more information please visit: lectures in geometry, mechanics, and symmetry given at Imperial College www.oup.co.uk/sale/science/ems London, this book links traditional classical mechanics texts and advanced modern mathematical treatments of the FORTHCOMING subject. Differential Equations with Linear 2009 | 460 pp Algebra Paperback | 978-0-19-921291-0 | £29.50 Matthew R. Boelkins, Jack L Goldberg, Hardback | 978-0-19-921290-3 | £65.00 and Merle C. Potter Explores the interplaybetween linear FORTHCOMING algebra and differential equations by Thermoelasticity with Finite Wave examining fundamental problems in elementary differential equations. This Speeds text is accessible to students who have Józef Ignaczak and Martin completed multivariable calculus and is appropriate for Ostoja-Starzewski courses in mathematics and engineering that study Extensively covers the mathematics of systems of differential equations. two leading theories of hyperbolic October 2009 | 464 pp thermoelasticity: the Lord-Shulman Hardback | 978-0-19-538586-1 | £52.00 theory, and the Green-Lindsay theory. Oxford Mathematical Monographs Introduction to Metric and October 2009 | 432 pp Topological Spaces Hardback | 978-0-19-954164-5 | £70.00 Second Edition Wilson A. -
Better SMT Proofs for Easier Reconstruction Haniel Barbosa, Jasmin Blanchette, Mathias Fleury, Pascal Fontaine, Hans-Jörg Schurr
Better SMT Proofs for Easier Reconstruction Haniel Barbosa, Jasmin Blanchette, Mathias Fleury, Pascal Fontaine, Hans-Jörg Schurr To cite this version: Haniel Barbosa, Jasmin Blanchette, Mathias Fleury, Pascal Fontaine, Hans-Jörg Schurr. Better SMT Proofs for Easier Reconstruction. AITP 2019 - 4th Conference on Artificial Intelligence and Theorem Proving, Apr 2019, Obergurgl, Austria. hal-02381819 HAL Id: hal-02381819 https://hal.archives-ouvertes.fr/hal-02381819 Submitted on 26 Nov 2019 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Better SMT Proofs for Easier Reconstruction Haniel Barbosa1, Jasmin Christian Blanchette2;3;4, Mathias Fleury4;5, Pascal Fontaine3, and Hans-J¨orgSchurr3 1 University of Iowa, 52240 Iowa City, USA [email protected] 2 Vrije Universiteit Amsterdam, 1081 HV Amsterdam, the Netherlands [email protected] 3 Universit´ede Lorraine, CNRS, Inria, LORIA, 54000 Nancy, France fjasmin.blanchette,pascal.fontaine,[email protected] 4 Max-Planck-Institut f¨urInformatik, Saarland Informatics Campus, Saarbr¨ucken, Germany fjasmin.blanchette,[email protected] 5 Saarbr¨ucken Graduate School of Computer Science, Saarland Informatics Campus, Saarbr¨ucken, Germany [email protected] Proof assistants are used in verification, formal mathematics, and other areas to provide trust- worthy, machine-checkable formal proofs of theorems. -
Introduction to Model Checking and Temporal Logic¹
Formal Verification Lecture 1: Introduction to Model Checking and Temporal Logic¹ Jacques Fleuriot [email protected] ¹Acknowledgement: Adapted from original material by Paul Jackson, including some additions by Bob Atkey. I Describe formally a specification that we desire the model to satisfy I Check the model satisfies the specification I theorem proving (usually interactive but not necessarily) I Model checking Formal Verification (in a nutshell) I Create a formal model of some system of interest I Hardware I Communication protocol I Software, esp. concurrent software I Check the model satisfies the specification I theorem proving (usually interactive but not necessarily) I Model checking Formal Verification (in a nutshell) I Create a formal model of some system of interest I Hardware I Communication protocol I Software, esp. concurrent software I Describe formally a specification that we desire the model to satisfy Formal Verification (in a nutshell) I Create a formal model of some system of interest I Hardware I Communication protocol I Software, esp. concurrent software I Describe formally a specification that we desire the model to satisfy I Check the model satisfies the specification I theorem proving (usually interactive but not necessarily) I Model checking Introduction to Model Checking I Specifications as Formulas, Programs as Models I Programs are abstracted as Finite State Machines I Formulas are in Temporal Logic 1. For a fixed ϕ, is M j= ϕ true for all M? I Validity of ϕ I This can be done via proof in a theorem prover e.g. Isabelle. 2. For a fixed ϕ, is M j= ϕ true for some M? I Satisfiability 3. -
PROGRAM VERIFICATION Robert S. Boyer and J
PROGRAM VERIFICATION Robert S. Boyer and J Strother Moore To Appear in the Journal of Automated Reasoning The research reported here was supported by National Science Foundation Grant MCS-8202943 and Office of Naval Research Contract N00014-81-K-0634. Institute for Computing Science and Computer Applications The University of Texas at Austin Austin, Texas 78712 1 Computer programs may be regarded as formal mathematical objects whose properties are subject to mathematical proof. Program verification is the use of formal, mathematical techniques to debug software and software specifications. 1. Code Verification How are the properties of computer programs proved? We discuss three approaches in this article: inductive invariants, functional semantics, and explicit semantics. Because the first approach has received by far the most attention, it has produced the most impressive results to date. However, the field is now moving away from the inductive invariant approach. 1.1. Inductive Assertions The so-called Floyd-Hoare inductive assertion method of program verification [25, 33] has its roots in the classic Goldstine and von Neumann reports [53] and handles the usual kind of programming language, of which FORTRAN is perhaps the best example. In this style of verification, the specifier "annotates" certain points in the program with mathematical assertions that are supposed to describe relations that hold between the program variables and the initial input values each time "control" reaches the annotated point. Among these assertions are some that characterize acceptable input and the desired output. By exploring all possible paths from one assertion to the next and analyzing the effects of intervening program statements it is possible to reduce the correctness of the program to the problem of proving certain derived formulas called verification conditions. -
Testing Noninterference, Quickly
Testing Noninterference, Quickly Cat˘ alin˘ Hrit¸cu1 John Hughes2 Benjamin C. Pierce1 Antal Spector-Zabusky1 Dimitrios Vytiniotis3 Arthur Azevedo de Amorim1 Leonidas Lampropoulos1 1University of Pennsylvania 2Chalmers University 3Microsoft Research Abstract To answer this question, we take as a case study the task of Information-flow control mechanisms are difficult to design and extending a simple abstract stack-and-pointer machine to track dy- labor intensive to prove correct. To reduce the time wasted on namic information flow and enforce termination-insensitive nonin- proof attempts doomed to fail due to broken definitions, we ad- terference [23]. Although our machine is simple, this exercise is vocate modern random testing techniques for finding counterexam- both nontrivial and novel. While simpler notions of dynamic taint ples during the design process. We show how to use QuickCheck, tracking are well studied for both high- and low-level languages, a property-based random-testing tool, to guide the design of a sim- it has only recently been shown [1, 24] that dynamic checks are ple information-flow abstract machine. We find that both sophis- capable of soundly enforcing strong security properties. Moreover, ticated strategies for generating well-distributed random programs sound dynamic IFC has been studied only in the context of lambda- and readily falsifiable formulations of noninterference properties calculi [1, 16, 25] and While programs [24]; the unstructured con- are critically important. We propose several approaches and eval- trol flow of a low-level machine poses additional challenges. (Test- uate their effectiveness on a collection of injected bugs of varying ing of static IFC mechanisms is left as future work.) subtlety. -
An Anti-Locally-Nameless Approach to Formalizing Quantifiers Olivier Laurent
An Anti-Locally-Nameless Approach to Formalizing Quantifiers Olivier Laurent To cite this version: Olivier Laurent. An Anti-Locally-Nameless Approach to Formalizing Quantifiers. Certified Programs and Proofs, Jan 2021, virtual, Denmark. pp.300-312, 10.1145/3437992.3439926. hal-03096253 HAL Id: hal-03096253 https://hal.archives-ouvertes.fr/hal-03096253 Submitted on 4 Jan 2021 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. An Anti-Locally-Nameless Approach to Formalizing Quantifiers Olivier Laurent Univ Lyon, EnsL, UCBL, CNRS, LIP LYON, France [email protected] Abstract all cases have been covered. This works perfectly well for We investigate the possibility of formalizing quantifiers in various propositional systems, but as soon as (first-order) proof theory while avoiding, as far as possible, the use of quantifiers enter the picture, we have to face one ofthe true binding structures, α-equivalence or variable renam- nightmares of formalization: quantifiers are binders... The ings. We propose a solution with two kinds of variables in question of the formalization of binders does not yet have an 1 terms and formulas, as originally done by Gentzen. In this answer which makes perfect consensus .