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On the construction of soundness oracles

Published: 18 June 2017 Publication History

Abstract

One of the inherent advantages of static analysis is that it can create and reason about models of an entire program. However, mainstream languages such as Java use numerous dynamic language features designed to boost programmer productivity, but these features are notoriously difficult to capture by static analysis, leading to unsoundness in practice. While existing research has focused on providing sound handling for selected language features (mostly reflection) based on anecdotal evidence and case studies, there is little empirical work to investigate the extent to which particular features cause unsoundness of static analysis in practice. In this paper, we (1) discuss language features that may cause unsoundness and (2) discuss a methodology that can be used to check the (un)soundness of a particular static analysis, call-graph construction, based on soundness oracles. These oracles can also be used for hybrid analyses.

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  • (2023)Hunting for Truth: Analyzing Explanation Methods in Learning-based Vulnerability Discovery2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P)10.1109/EuroSP57164.2023.00038(524-541)Online publication date: Jul-2023
  • (2022)A study of single statement bugs involving dynamic language featuresProceedings of the 30th IEEE/ACM International Conference on Program Comprehension10.1145/3524610.3527883(494-498)Online publication date: 16-May-2022
  • (2020)Identifying Java calls in native code via binary scanningProceedings of the 29th ACM SIGSOFT International Symposium on Software Testing and Analysis10.1145/3395363.3397368(388-400)Online publication date: 18-Jul-2020
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cover image ACM Conferences
SOAP 2017: Proceedings of the 6th ACM SIGPLAN International Workshop on State Of the Art in Program Analysis
June 2017
48 pages
ISBN:9781450350723
DOI:10.1145/3088515
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 18 June 2017

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Author Tags

  1. Dynamic analysis
  2. Soundness
  3. Static analysis

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Cited By

View all
  • (2023)Hunting for Truth: Analyzing Explanation Methods in Learning-based Vulnerability Discovery2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P)10.1109/EuroSP57164.2023.00038(524-541)Online publication date: Jul-2023
  • (2022)A study of single statement bugs involving dynamic language featuresProceedings of the 30th IEEE/ACM International Conference on Program Comprehension10.1145/3524610.3527883(494-498)Online publication date: 16-May-2022
  • (2020)Identifying Java calls in native code via binary scanningProceedings of the 29th ACM SIGSOFT International Symposium on Software Testing and Analysis10.1145/3395363.3397368(388-400)Online publication date: 18-Jul-2020
  • (2020)On the recall of static call graph construction in practiceProceedings of the ACM/IEEE 42nd International Conference on Software Engineering10.1145/3377811.3380441(1049-1060)Online publication date: 27-Jun-2020
  • (2018)NJRCompanion Proceedings for the ISSTA/ECOOP 2018 Workshops10.1145/3236454.3236501(100-106)Online publication date: 16-Jul-2018
  • (2018)On the Soundness of Call Graph Construction in the Presence of Dynamic Language Features - A Benchmark and Tool EvaluationProgramming Languages and Systems10.1007/978-3-030-02768-1_4(69-88)Online publication date: 22-Oct-2018
  • (2017)On the Use of Mined Stack Traces to Improve the Soundness of Statically Constructed Call Graphs2017 24th Asia-Pacific Software Engineering Conference (APSEC)10.1109/APSEC.2017.83(672-676)Online publication date: Dec-2017

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