Guggenberger is a German surname. Notable people with the surname include:
Anthony Guggenberger, Jesuit priest and historian Friedrich Guggenberger (1915–1988), German admiral and U-boat commander Ilse Guggenberger (born 1942), Colombian chess player Mark Guggenberger (born 1989), American ice hockey player Matthias Guggenberger (born 1984), Austrian skeleton racer Vinzenz Guggenberger (1929–2012), German Roman Catholic bishop Walter Guggenberger (born 1947), Austrian civil servant and politician