Deprived of his immunity as a deputy, he was sentenced in absentia to ten years of prison in March 1961.
In October 1961 he was arrested in Madrid, along with the Italian neofascist Guido Giannettini.
Franco then exiled him to the Canary Islands.Lagaillarde was pardoned by France through the 1968 amnesty law.