Scammers are increasingly using advanced techniques such as AI-generated voices and caller ID spoofing, making it difficult for individuals to distinguish between legitimate calls and fraud attempts. India has become the fifth most spammed country globally, with a spam intensity of 66% according to Truecaller data. This alarming statistic indicates that millions of Indians encounter high-stakes fraud daily, with scams contributing 12% of all spam activity. Experts like Rishit Jhunjhunwala, CEO of Truecaller, highlight the dangers of digital arrest scams and intent-based fraud, where scammers leverage personal data to create a sense of authenticity. To combat these threats, individuals are urged to adopt practical measures: verify claims through official channels, avoid sharing sensitive information, and utilize spam-filtering tools. The TRAI DND app is recommended for reporting fraudulent numbers. As scammers evolve, a collaborative approach combining regulation and community-led intelligence is essential for safeguarding against these sophisticated cyber threats.