Confidentiality-Preserving Data Publishing for Credulous Users by Extended Abduction
Katsumi Inoue, Chiaki Sakama, Lena Wiese

TL;DR
This paper addresses the challenge of protecting confidential data during publishing by leveraging extended abduction within extended disjunctive logic programs, considering the impact of credulous reasoning.
Contribution
It introduces a novel approach using extended abduction to ensure confidentiality in data publishing, accounting for credulous non-monotonic reasoning effects.
Findings
Extended abduction effectively preserves confidentiality.
Credulous reasoning influences confidentiality strategies.
The approach offers a formal framework for confidentiality in logic programs.
Abstract
Publishing private data on external servers incurs the problem of how to avoid unwanted disclosure of confidential data. We study a problem of confidentiality in extended disjunctive logic programs and show how it can be solved by extended abduction. In particular, we analyze how credulous non-monotonic reasoning affects confidentiality.
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Taxonomy
TopicsLogic, Reasoning, and Knowledge · Cryptography and Data Security · Access Control and Trust
