Two of the suspects had been wearing suicide vests ready to explode, the local governor's office said in a statement, adding that they were arrested before reaching the city centre.
Authorities declined to say which group the five detained individuals claimed to belong to.
Long accused of turning a blind eye to jihadist activity along its southern border, Turkey has joined the US-led coalition fighting the Islamic State group in Syria and beefed up its border security.
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