Is Netanyahu immune from ICC arrest warrant as France claims?

Paris has argued that the warrants issued for war crimes are not valid as Israel is not a member of the ICC.

Is Netanyahu immune from ICC arrest warrant as France claims?
Paris has argued that the warrants issued for war crimes are not valid as Israel is not a member of the ICC.