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Officials in Washington say they recognized that a certain amount of fraud or improper payments is inevitable in any major disaster, as the government's mission is to rapidly distribute emergency aid. They typically send out excessive payments that represent 1 percent to 3 percent of the relief distributed, money they then ask people to give back.

What was not understood until now was just how large these numbers could become.

The estimate of up to $2 billion in fraud and waste represents nearly 11 percent of the $19 billion spent by FEMA on Hurricanes Katrina and Rita as of mid-June, or about 6 percent of total money that has been obligated.

To date, Mr. Dugas said, federal prosecutors have filed hurricane-related criminal charges against 335 individuals. That represents a record number of indictments from a single hurricane season, Justice Department officials said. Separately, Red Cross officials say they are investigating 7,100 cases of possible fraud.

Congressional investigators, meanwhile, have referred another 7,000 cases of possible fraud to prosecutors, including more than 1,000 prison inmates who collected more than $12 million in federal aid, much of it in the form of rental assistance.

Investigators also turned up one individual who had received 26 federal disaster relief payments totaling $139,000, using 13 Social Security numbers, all based on claims of damages for bogus addresses.

Thousands more people may be charged before the five-year statute of limitations on most of these crimes expires, investigators said.