It is hard to identify spam accounts especially when you have a huge number of followers!
FollowerAudit an AI-based Twitter followers tracking tool will let you identify all the spam and fake followers from your account.
All you have to do is run an audit of your account and in the report, a list of spam/ fake followers will be published.
You can identify and remove them.