You can remember the meaning of 叛徒 with this easy mnemonic:
I was betrayed (叛) by a cooking apprentice (徒) who pretended to want to learn from me, only to turn into a traitor who wanted to steal information.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.