How to find a needle in a haystack from the insider threat to solo perpetrators / Professor Yair Neuman.

Contents The needle challenge : from shipping vessels to the insider threat -- What is a needle in a haystack? : a lesson from Miss Lucy and Vladimir Putin -- How are rere events formed? : modeling through the Galton machine -- Crying wolf : false alarms and their price -- Why is it difficult to find the needle? : on rare and common paths -- Why do we fail to find the needle? : the binary fallacy and the Bayesian approach -- How to reduce the size of the haystack : on impostors, cats, and false positives -- Needles in the wild : some lessons from nature -- Lupus and the needle : a contextual-dynamic approach to the needle challenge -- How to deal with tiny datasets : the power of AI -- Concluding discussion : isolated lights in the abyss of ignorance.
Abstract "Searching for a needle in a haystack is an important task in several contexts of data analysis and decision-making. Examples include identifying the insider threat within an organization, the prediction of failure in industrial production or pinpointing the unique signature of a solo perpetrator, such as school shooter or a lone wolf terrorist"-- Provided by publisher.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2022022647
ISBN9781032229768 (hbk)
ISBN9781032267234 (pbk)
ISBN(ebk)

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