In noncommutative geometry Hopf-Galois extensions of algebras are regarded as principal bundles, with Hopf algebras playing the role of structure groups. This seminar will present results, obtained in collaboration with P. Aschieri and G. Landi, on the study of the group of gauge transformations in this algebraic framework.