Mr Macron becomes the latest in a line of world leaders to catch the virus, following Boris Johnson and Donald Trump.
The suspect is a 47-year-old man believed to have been in contact with the attacker who killed three people.
French President Emmanuel Macron also declared a state of emergency in France.