Using the annotated corpus described in Section 2.2, we now develop classifiers that detect threats reported online and analyze users' opinions toward their severity.
given a named entity and tweet, e, t , our goal is to estimate the probability the tweet describes a cybersecurity threat towards the entity, p threat (y| e, t ) and also the probability that the threat is severe, p severe (y| e, t ).