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Architecture-Based and Uncertainty-Aware Confidentiality Analysis
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In this work, we investigate architecture-based confidentiality analysis under uncertainty. We present a classification of uncertainty regarding confidentiality, a catalog of uncertainty sources, an uncertainty impact analysis that propagates uncertainty to predict its impact on the system's confidentiality, and uncertainty-aware confidentiality analyses that identify violations of confidentiality requirements with respect to uncertainty.
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