The CPS said the charge related to an allegation that Harper submitted false invoices to claim payments totaling 2,463,751 pounds to which she was not entitled between September 2008 and December 2011.
Harper will appear before Westminster Magistrates Court in London on May 31.
Lloyds, which is 40 percent owned by the UK taxpayer, declined to comment.
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