Spartan Ops lays it out pretty plainly. Doesn't take me to understand her motivations. Halsey is a war criminal. That's the first thing Palmer sees and cares about. She turned her back on the UNSC and now she's being given free agency yet again. When she does "defect", all her suspicions of Halsey are confirmed.