Veterans who have a permanent and total disability that is. Service-connected totally and permanently disabled veteran or veteran's surviving spouse.In order to qualify for homestead exemption: You must be a Florida resident. Meet the March 1 filing deadline. A disabled veteran meeting all the conditions and requirements found in s. The Palm Beach County Homestead Exemption is a tax relief program available to permanent residents of Florida who own and occupy their primary residence. To qualify for the exemption, you must be a permanent resident of Florida, and the home must be your primary residence. Disability exemption: This exemption is available to Florida residents who are completely and permanently disabled. Honorably discharged veterans who are totally and permanently Disabled due to service connected disability qualify for this exemption. There is no such requirement.