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An Evaluation of Two New Inference Control Methods
December 1987 (vol. 13 no. 12)
pp. 1329-1339
ASCII Text
x 
 
Y.H. Chin, null Weng-Ling Peng, "An Evaluation of Two New Inference Control Methods," IEEE Transactions on Software Engineering, vol. 13, no. 12, pp. 1329-1339, December, 1987.
 
 
BibTex
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@article{ 10.1109/TSE.1987.233143,
author = {Y.H. Chin and null Weng-Ling Peng},
title = {An Evaluation of Two New Inference Control Methods},
journal ={IEEE Transactions on Software Engineering},
volume = {13},
number = {12},
issn = {0098-5589},
year = {1987},
pages = {1329-1339},
doi = {http://doi.ieeecomputersociety.org/10.1109/TSE.1987.233143},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - JOUR
JO - IEEE Transactions on Software Engineering
TI - An Evaluation of Two New Inference Control Methods
IS - 12
SN - 0098-5589
SP1329
EP1339
EPD - 1329-1339
A1 - Y.H. Chin,
A1 - null Weng-Ling Peng,
PY - 1987
KW - statistical database
KW - Cell suppression
KW - cost factors
KW - data perturbation
KW - evaluation methods
KW - inference control
KW - partitioning
KW - query-set-size control
KW - random-sample-query control
KW - security
VL - 13
JA - IEEE Transactions on Software Engineering
ER -
 
Y.H. Chin, Institute of Computer and Decision Science, National Tsing Hua University
An evaluation method is developed to measure the cost/ effectiveness of two new inference control methods. The factors of the evaluation function consist of: 1) preparation cost for the control method, 2) query complexity, and 3) security level under various attacks. Each control method combines the merit of some popular concepts; the first method is based on restriction, and the second on perturbation. Simulation results indicate that both methods have higher preparation cost, better security, and faster response time than Cox's method and Beck's method. Finally these two new methods are compared to each other.
Index Terms:
statistical database, Cell suppression, cost factors, data perturbation, evaluation methods, inference control, partitioning, query-set-size control, random-sample-query control, security
Citation:
Y.H. Chin, null Weng-Ling Peng, "An Evaluation of Two New Inference Control Methods," IEEE Transactions on Software Engineering, vol. 13, no. 12, pp. 1329-1339, Dec. 1987, doi:10.1109/TSE.1987.233143
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