Yes, it can be, especially if you have been drinking heavily or for a long time.
Some people go through mild withdrawal, but others can have seizures or a serious condition called delirium tremens, which can be life threatening.
If you are worried your drinking is at that level, please talk to a doctor or detox center and come off alcohol with medical help instead of doing it alone.