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Artificial Intelligence Tools for Cyber Attribution (Paperback, 1st ed. 2018)
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Artificial Intelligence Tools for Cyber Attribution (Paperback, 1st ed. 2018)
Series: SpringerBriefs in Computer Science
Expected to ship within 10 - 15 working days
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This SpringerBrief discusses how to develop intelligent systems for
cyber attribution regarding cyber-attacks. Specifically, the
authors review the multiple facets of the cyber attribution problem
that make it difficult for "out-of-the-box" artificial intelligence
and machine learning techniques to handle. Attributing a
cyber-operation through the use of multiple pieces of technical
evidence (i.e., malware reverse-engineering and source tracking)
and conventional intelligence sources (i.e., human or signals
intelligence) is a difficult problem not only due to the effort
required to obtain evidence, but the ease with which an adversary
can plant false evidence. This SpringerBrief not only lays out the
theoretical foundations for how to handle the unique aspects of
cyber attribution - and how to update models used for this purpose
- but it also describes a series of empirical results, as well as
compares results of specially-designed frameworks for cyber
attribution to standard machine learning approaches. Cyber
attribution is not only a challenging problem, but there are also
problems in performing such research, particularly in obtaining
relevant data. This SpringerBrief describes how to use
capture-the-flag for such research, and describes issues from
organizing such data to running your own capture-the-flag
specifically designed for cyber attribution. Datasets and software
are also available on the companion website.
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