In topology, the filter-based characterization of continuity involves the concept of filters. Filters are collections of sets that generalize notions like sequences and neighborhoods.
A function ( f: X \to Y ) between two topological spaces is continuous if for every filter (\mathcal{F}) on (X) that converges to a point (x \in X), the filter (f(\mathcal{F})) on (Y) converges to (f(x)).
This approach using filters provides an alternative to the usual open-set definition and is particularly useful in the study of convergence and continuity in more abstract settings.
For more detailed information, you can refer to the Wikipedia article on Filters in topology.