Can peace agreements guarantee security?

I read that President Zelenskyy is negotiating an end to the war and talking about guarantees to prevent Russia from invading again. I wonder, if leaders agree on peace and certain guarantees, can such political or international agreements really legally protect us from another attack? Or is it more of a formality and these guarantees might not be fulfilled in the future?