The kingdom has long been a major hub for human trafficking and people-smuggling, with officials accused of turning a blind eye and even of complicity.
Thailand's junta launched a belated crackdown in 2015, a move that uncovered grim camps on the Thai-Malaysia border and led to dozens of arrests.
But it also led to the sudden closure of the trafficking route, leaving thousands of people -- mainly Rohingya migrants from Myanmar and Bangladesh -- abandoned by gangmasters on land and at sea.
Reporters watched proceedings on a television screen in a side room.
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But they were told by court officials that any reporting of what was said at the trial had been banned since the start of proceedings last year.
No reason was given for the decision.
Thailand's generals seized power in 2014. Secret court hearings have since become more commonplace, particularly in military tribunals and for royal defamation prosecutions.
The alleged involvement of senior military officers in the trade is an incendiary topic given that the ruling junta proudly shows off its anti-corruption credentials.
"As a matter of basic judicial principles, trials should be public unless there is a very good reason why they're not," Sam Zarifi, Asia director for the International Commission of Jurists, told AFP.
The Thai Navy has sued reporters for investigations that alleged the complicity of their officers in human trafficking.
Southern Thailand has long been known as a nexus for lucrative smuggling networks used by persecuted Rohingya Muslims in Buddhist-majority Myanmar, and Bangladeshi economic migrants, on their way to Malaysia.
Thailand's image has been battered in recent years by a series of human trafficking scandals -- including in its lucrative fishing and food production sectors.
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