SYSTEM AND METHOD FOR CYBER CAUSAL ATTRIBUTION VIA KOLMOGOROV COMPLEXITY

Some embodiments provide a system and method comprising a memory and a processor to cause the system to: receive a first and second data distribution for a first and second variable, respectively; determine a first and second data optimum number of bins for the first and second data distribution, re...

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Bibliographic Details
Main Authors RAY MAJUMDER, Saikat K, YUND, Walter, NIELSEN, Matthew Christian, EVANS, Scott Charles
Format Patent
LanguageEnglish
Published 04.05.2023
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Summary:Some embodiments provide a system and method comprising a memory and a processor to cause the system to: receive a first and second data distribution for a first and second variable, respectively; determine a first and second data optimum number of bins for the first and second data distribution, respectively; create a first and second model for the first and second data distribution using the first and second data optimum number of bins, respectively; apply the first model to the second data distribution to calculate a smallest descriptive size of the second data distribution given the first model; apply the second model to the first data distribution to calculate a smallest descriptive size of the first data distribution given the second model; and determine a causal direction between the first variable and the second variable based on the application of the first and second model. Numerous other aspects are provided.
Bibliography:Application Number: US202117514071