Call spoofing, a deceptive practice used by fraudulent entities to manipulate caller IDs and disguise their origins, has been a persistent challenge in the telecommunications landscape. Stir Shaken, a revolutionary framework aimed at authenticating caller IDs and combatting fraudulent calls, has emerged as a promising solution to mitigate call spoofing. Exploring the effectiveness of Stir Shaken in preventing call spoofing sheds light on its transformative impact in curbing this deceptive practice.