A federal defense lawyer handles cases that go to the federal level. These cases generally deal with drug or human trafficking and white-collar crimes. The federal government has unique sentencing guidelines and access to more resources to prosecute cases.
If you are dealing with an accusation of a federal crime, you should contact a lawyer as soon as possible.