The rental market is competitive. There are always owners out there who are willing to accept people with not so good credit. But you still should demonstrate stable income, which is typically 3 x the rent.
Increasing the security deposit is a good idea. Paying first /last month's rent would also be good idea.
Some of these properties may not be in the best areas, or not in the best condition.