A family of sets is called \(K\)-union distinct if all unions involving \(K\) or fewer members thereof are distinct. If a family of
sets is \(K\)-cover-free, then it is \(K\)-union distinct. In this paper, we recognize that this is only a sufficient condition and,
from this perspective, consider partially cover-free families of sets with a view to constructing union distinct families. The
role of orthogonal arrays and related combinatorial structures is explored in this context. The results are applied to find
efficient anti-collusion digital fingerprinting codes.
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