1. Knowledge mining: explore the dataset and build a simple knowledge-base to represent the
domain knowledge of the security incident analysis, by
a. For each attribute identify the attribute-domain using only the available information in the
. Identify the top 5 essential attributes in your opinion and create a taxonomy to represent the
attribute-domain in a hierarchical structure.
c. Identify at least 10 explicit binary relations that could exist between two alert incidents.
d. Identify at least 6 N-ary relations that could exist between two or more alert incidents
2. Graph mining:
a. Construct a graph to represent the set of all incidents or k subsets of incidents the dataset.
Your graph must be a property graph
b. Apply shared attribute analysis to detect similar sub-graph structures.
c. Apply communities detection algorithm over the confirmed incidents and non-confirmed
incidents and comments on the structures of the different communities.
10 freelancere byder i gennemsnit $161 på dette job
Hi, I am an L3 SOC analyst and technical writer who has masters in Information Security. I can help you with the above project success outcome. kindly contact me to discuss further
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