Patrilineal

A patrilineal line of ascent is through one's father and the male ancestors who preceded him.  The primacy of patrilineal descent in Western society is reflected in the customary adoption of the husband's surname at marriage, and the father's surname at birth.

See Y- Chromosome DNA or Y-DNA 

Cf. Matrilineal