Publication | Closed Access
Elimination of inference channels by optimal upgrading
21
Citations
4
References
2002
Year
Unknown Venue
Inference ChannelEngineeringMachine LearningAutomated ProofInductive InferenceData ScienceProof ComplexitySecurity ClassificationInformation TheoryData PrivacyComputer ScienceInference ChannelsInductive Logic ProgrammingData SecurityTheory Of ComputingOptimal UpgradingAutomated ReasoningFormal MethodsMathematical FoundationsStatistical Inference
An inference channel exists if it is possible for a low-clearance user to infer high-classification data from low-classification data. Inference channels can be blocked by upgrading the security classification of some of the low-level data. The task of eliminating inference channels is formulated for solution by the Davis-Putnam theorem-proving procedure. The procedure is augmented to search for solutions with minimum total upgrade cost.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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