SÃO PAULO—Brazil’s brutal recession, having decimated tax revenue and exposed years of profligate spending, is now fueling one of the biggest privatization binges in years.

Federal concessions for highways, power plants, airports and railways are on the block. State and local officials are selling off public gimcracks acquired in happier times as they struggle to cover basics like payroll and pensions.

In...