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Title: Probabilistic Characterization of Adversary Behavior in Cyber Security

Technical Report ·
DOI:https://doi.org/10.2172/967711· OSTI ID:967711

The objective of this SMS effort is to provide a probabilistic characterization of adversary behavior in cyber security. This includes both quantitative (data analysis) and qualitative (literature review) components. A set of real LLNL email data was obtained for this study, consisting of several years worth of unfiltered traffic sent to a selection of addresses at ciac.org. The email data was subjected to three interrelated analyses: a textual study of the header data and subject matter, an examination of threats present in message attachments, and a characterization of the maliciousness of embedded URLs.

Research Organization:
Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
W-7405-ENG-48
OSTI ID:
967711
Report Number(s):
LLNL-TR-419023; TRN: US200924%%161
Country of Publication:
United States
Language:
English

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