Ashbaugh is a surname. Notable people with the surname include:
- David R. Ashbaugh (born 1946), Canadian police officer known for his extensive research on the friction ridge identification
- Dennis Ashbaugh (born 1946), American painter and artist from New York
- Russell "Busty" Ashbaugh (1889–1953), football player at Brown University
- Russell "Pete" Ashbaugh (born 1922), football standout at the University of Notre Dame
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