You can't judge a book by its cover
ɡʌmmosɯpmɐn poqo phɐndɐnhɐdʑimɐsejo dʒiːəʊtməʊsʌpmən bəʊɡəʊ pandənhadʒi meɪsjəʊ
In Korean 겉모습만 보고 판단하지 마세요 (Geotmoseupman bogo pandan-haji maseyo)
This proverb is used in Korean culture to advise against judging based on appearances.
Example
"겉모습만 보고 판단하지 마세요, 그는 매우 친절할 수 있습니다."