The attack on Thursday targeted a police station in Egue, officials said in a statement, branding the attackers "drug traffickers".
The reason for the clash was not made clear.
"Two attackers and a presumed accomplice have been detained. Following the (incident) the government forces recovered 25 firearms," it said.
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