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Abstract: This paper describes a powerful, yet practical, formalism for modeling and controlling imprecise FD-based inference in relational database systems. The formalism provides a canonical representation of inference which unifies precise inference and the primitive imprecise inference mechanisms of abduction and partial deduction. Whereas other imprecise (partial) inference models estimate the probability of making inferences, the formalism supports the analysis of the actual imprecise values... (Update)
Context of citations to this paper: More
.... from database data [1,7,15] Also, it can be used to determine whether or not a database system is free from inference attacks [5,8,9,12]. This paper considers the important problem of catalytic inference analysis. Operating under the closed world assumption requires that...
.... generalizes precise inference in that it models the ability to infer approximations (set values ranges) or information chunks [8,9]. It is widespread even in precise databases and has important applications in knowledge discovery and database security. By...
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BibTeX entry: (Update)
J. Hale, J. Threet and S. Shenoi, "A practical formalism for imprecise inference control," Proceedings of the 8th IFIP WG11.3 Workshop on Database Security , 1994. http://citeseer.ist.psu.edu/hale94practical.html More
@article{ hale94practical,
author = "J. Hale and J. Threet and S. Shenoi",
title = "A practical formalism for imprecise inference control",
journal = "Ifip Trans. A-Computer Science And Technology",
volume = "60",
address = "Univ Tulsa, Dept Math \& Comp Sci, Keplinger Hall, Tulsa, Ok, 74104",
pages = "139--156",
year = "1994",
url = "citeseer.ist.psu.edu/hale94practical.html" }
Citations (may not include all citations):200 The Theory of Relational Databases (context) - Maier - 1983
25 Detection and elimination of inference channels in multileve.. (context) - Qian, Stickel et al. - 1993
24 IEEE Transactions on Software Engineering (context) - Lunt, Denning et al. - 1991
21 Inference aggregation detection in database management syste.. (context) - Hinke - 1988
18 Security and inference in multilevel database and knowledge .. (context) - Morgenstern - 1987
17 Controlling FD and MVD inferences in multilevel relational d.. (context) - Su, Ozsoyoglu - 1991
15 Commutative filters for reducing inference threats in multil.. (context) - Denning - 1985
13 The use of conceptual structures for handling the inference .. (context) - Thuraisingham - 1990
11 Cover stories for database security (context) - Garvey, Lunt - 1991
11 Controlling logical inference in multilevel database systems (context) - Morgenstern - 1988
8 Database inference controller (context) - Buczkowski - 1990
7 Toward a tool to detect and eliminate inference problems in .. (context) - Garvey, Lunt et al. - 1992
7 Security checking in relational database management systems .. (context) - Thuraisingham - 1987
7 Aerie: An inference modeling and detection approach for data.. (context) - Hinke, Delugach - 1992
6 Abductive and approximate reasoning models for characterizin.. (context) - Garvey, Lunt et al. - 1991
5 Data dependencies and inference control in multilevel relati.. (context) - Su, Ozsoyoglu - 1987
3 Abstraction-based query languages for relational databases (context) - Finnerty, Shenoi - 1993
1 Multilevel database security using information clouding (context) - Shenoi - 1993
1 to appear in Fuzzy Sets and Possibility Theory in Database M.. (context) - Shenoi, Sets et al. - 1994
1 Computer Science Laboratory (context) - Stickel, Qian et al. - 1993
1 Analyzing inference in fuzzy database systems (context) - Hale, Finnerty et al. - 1994
1 Controlling deduction and abduction in clouded relational da.. (context) - Threet, Shenoi - 1993
1 Designing Secure Relational Databases (context) - Threet - 1993
Documents on the same site (http://hpserv.utulsa.edu/~gvl/fiat.html): More
Analyzing FD Inference in Relational Databases - John Hale (1996) (Correct)
Catalyzing Database Inference with Fuzzy Relations - John Hale (Correct)
Imprecise Database Inference Using Functional Dependencies - John Hale (Correct)
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