The significant cost related to spam email highlighted by the Ponemon Institute in its 2015 was the costs of clean-up operations – forecast to be $1.8 million at the time. Since 2015, multiple security companies have produced (or sponsored) later reports and – depending on the source – the clean-up cost of a data breach attributable to a spam email is reportedly as much as $4.45 million (2023).