Yes, you may be deported if your asylum is denied but you can appeal the decision, this can stop deportation for now.

If you have strong reasons then judge may let you stay under a different program.

Even after denial, you may qualify for voluntary departure instead of forced deportation.

You might be able to apply for another type of protection like withholding of removal.