Ms Jayalalitha was convicted and sentenced for four years by a trial court in September.
She was found guilty of amassing unaccounted-for wealth of more than $10m (£6.4m) and had to quit as the chief minister.
Monday's ruling means she can return as the head of Tamil Nadu government.
