2024 Fast polyhedra abstract domain

Fast polyhedra abstract domain

Author: ocol

August undefined, 2024

WebNumerical (subpolyhedra) domains are commonly used in static program analysis. Examples include box, pentagon, octagon, and polyhedra, each offering a different … Webdomain is implemented based on interval linear programming and an interval variant of Fourier-Motzkin variable elimination. The preliminary experimental results of the …

Fast polyhedra abstract domain Proceedings of the 44th ACM …

WebIn this paper, we present a new approach and a complete implementation for speeding up Polyhedra domain analysis. Our approach does not lose precision, and for many … WebJan 18, 2024 · Our experimental results demonstrate massive gains in both space and time: we show end-to-end speedups of two to five orders of magnitude compared to state-of … chonys art room

Certifying geometric robustness of neural networks

WebIn terms of cost and precision, our domain is in between the well-known fast but imprecise interval domain and the costly polyhedron domain. We show that it is precise enough … WebJun 11, 2024 · The experiments show that the proposed algorithms achieve a substantial speedup over existing techniques and illustrate significant precision advantages for the clients, presenting strong evidence that symbolic abstraction of numeric domains can be efficient and practical for large and realistic programs. PDF A Fresh Look at Zones and … WebDec 31, 2016 · In this paper, we present a new approach and a complete implementation for speeding up Polyhedra domain analysis. Our approach does not lose precision, and for … grease hub covers

Simple and precise static analysis of untrusted Linux kernel extensions ...

An abstract domain for certifying neural networks

WebAs a consequence, static analysis with the Polyhedra domain is thought to be impractical when applied to large scale, real world programs. In this paper, we present a new … WebJan 1, 2024 · A new approach and a complete implementation for speeding up Polyhedra domain analysis is presented and the key insight underlying the work is that polyhedra … grease hsnWebAdvanced Computing Laboratory Fast Abstract Domains by Decomposition Explanation Numerical (subpolyhedra) domains are commonly used in static program analysis. Examples include box, pentagon, octagon, and polyhedra, each offering a different trade-off in accuracy and speed. chonyou

"WebIn this paper, we present a new approach and a complete implementation for speeding up Polyhedra ... " - Fast polyhedra abstract domain

Fast polyhedra abstract domain

WebThe polyhedra abstract domain is one of the most powerful and commonly used numerical abstract domains in the field of static program analysis based on abstract interpretation. In this paper, we present an implementation of the polyhedra domain using floating-point arithmetic without sacrificing soundness. WebOur abstract domain, formally described in Section 4, associates two constraints with each variablexi: an upper polyhedral constraint and a …

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WebFast Polyhedra Abstract Domain Gagandeep Singh, Markus Püschel, Martin Vechev, POPL 2024. Making Numerical Program Analysis Fast Gagandeep Singh, Markus Püschel, Martin Vechev, PLDI 2015. Sitemap Follow: GitHub Feed © 2024 Gagandeep Singh. Powered by Jekyll& AcademicPages, a fork of Minimal Mistakes. WebGagandeep Singh, Timon Gehr, Markus Püschel, and Martin Vechev. 2024. An abstract domain for certifying neural networks. Proceedings of the ACM on Programming Languages, 3, POPL (2024 ... Gagandeep Singh, Markus Püschel, and Martin Vechev. 2024. Fast Polyhedra Abstract Domain. In Proc. Principles of Programming …

WebPolyhedra domain analysis. We present two ways to represent poly-hedra and deﬁne the Polyhedra domain including its operators. We conclude the section by discussing their asymptotic complexity. Notation Lower case letters (a;b;:::) represent column vectors and … http://elina.ethz.ch/slides/popl2024-fast-polyhedra.pdf

http://lqchen.github.io/SAS09_itvPol.pdf

http://acl.inf.ethz.ch/research/FastDomains/

WebDec 9, 2008 · The polyhedra abstract domain is one of the most powerful and commonly used numerical abstract domains in the field of static program analysis based on … chon y smithWebMay 11, 2024 · Fast polyhedra abstract domain Download Citation Fast polyhedra abstract domain domains are an important ingredient of modern static analyzers used … chony slanghttp://lqchen.github.io/SAS09_itvPol.pdf grease hub capWebJan 1, 2024 · In this paper, we present a new approach and a complete implementation for speeding up Polyhedra domain analysis. Our approach does not lose precision, and for … chon youtubeWebFast Polyhedra Abstract Domain Gagandeep Singh, Markus Püschel, Martin Vechev ACM POPL 2024 2015 Making Numerical Program Analysis Fast Gagandeep Singh, Markus Püschel, Martin Vechev ACM PLDI … grease hubs on trailerWebPolyhedra domain analysis. We present two ways to represent poly-hedra and deﬁne the Polyhedra domain including its operators. We conclude the section by discussing their … grease how to watchhttp://acl.inf.ethz.ch/research/FastDomains/ grease hunters corp