A Core Calculus for Provenance
A Core Calculus for Provenance
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起源的核心计算
DOI:
10.3233/jcs-130487
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发表时间:
2012
期刊:
影响因子:
--
通讯作者:
Roly Perera
中科院分区:
文献类型:
--
作者:
Umut A. Acar;Amal Ahmed;J. Cheney;Roly Perera
Provenance is an increasing concern due to the ongoing revolution in sharing and processing scientific data on the Web and in other computer systems. It is proposed that many computer systems will need to become provenance-aware in order to provide satisfactory accountability, reproducibility, and trust for scientific or other high-value data. To date, there is not a consensus concerning appropriate formal models or security properties for provenance. In previous work, we introduced a formal framework for provenance security and proposed formal definitions of properties called disclosure and obfuscation.In this article, we study refined notions of positive and negative disclosure and obfuscation in a concrete setting, that of a general-purpose programing language. Previous models of provenance have focused on special-purpose languages such as workflows and database queries. We consider a higher-order, functional language with sums, products, and recursive types and functions, and equip it with a tracing semantics in which traces themselves can be replayed as computations. We present an annotation-propagation framework that supports many provenance views over traces, including standard forms of provenance studied previously. We investigate some relationships among provenance views and develop some partial solutions to the disclosure and obfuscation problems, including correct algorithms for disclosure and positive obfuscation based on trace slicing.
DOI:
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发表时间:
2012
期刊:
the 4th USENIX Workshop on the Theory and Practice of Provenance
影响因子:
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作者:
Martin A
通讯作者:
Martin A
DOI:
--
发表时间:
2010-02
期刊:
--
影响因子:
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作者:
Umut A. Acar;P. Buneman;J. Cheney;J. V. D. Bussche;Natalia Kwasnikowska;Stijn Vansummeren
通讯作者:
Umut A. Acar;P. Buneman;J. Cheney;J. V. D. Bussche;Natalia Kwasnikowska;Stijn Vansummeren
DOI:
10.1145/2364527.2364579
发表时间:
2012
期刊:
--
影响因子:
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作者:
Perera R
通讯作者:
Perera R