India is set to scrap the bids it received for a majority stake in IDBI Bank Ltd. as the amounts were below the minimum price sought, according to people with knowledge of the matter.

Fairfax Financial Holdings Ltd. is the frontrunner to buy a majority stake in IDBI Bank Ltd., according to people familiar with the matter, in what could be the biggest foreign investment in India’s banking sector. Shares rose.