A statement from the Canton of Geneva's security department said it had received information yesterday from Swiss federal authorities concerning "suspicious individuals likely to be in Geneva or the Geneva area."
Police were "actively looking" for these individuals "in the context of the investigation following the Paris attacks", the statement said, while reinforcements were deployed at key locations including United Nations buildings.
"We went from a vague threat to a specific threat," Geneva security spokesman Emmanuelle Lo Verso told Swiss Radio, adding that the search for the suspects was at "a very active phase."
The individuals were not believed to have any direct link to the Paris atrocities.
The UN source said the Palais des Nations - the UN's European headquarters - was evacuated last night as security personnel conducted an office-to-office searches.
Security guards posted at the UN gates were also carrying sub-machine guns today, a departure from normal practice.
The statement from Geneva's government said police "have increased their level of vigilance", while the ATS new agency reported that security reinforcements were being deployed at key buildings around the city, including the headquarters of major international organisations and the airport.
Geneva is just over 500 kilometres from Paris and the Swiss city is almost entirely enclosed by France, with border crossings often unmanned.
Last month, French police searched the homes of two imams from Geneva's main mosque, which is just metres from the UN complex.
The imams reportedly live in the French border town of Ferney-Voltaire.
Swiss media reports said leaders at the mosque had been preaching extremist ideology, but there was no indication from police that the two imams were implicated in any wrongdoing.
