Money from sales is stolen before it gets recorded. - This is an example of skimming.
A customer is billed for a service or product, but it gets recorded in the ledger at a lower amount. - This is an example of fraudulent bookkeeping on the income side.
A ghost employee is created to defraud payroll. - This is an example of an expense fraud.