In the realm of cybersecurity, much of the focus revolves around defending against software vulnerabilities, malware, and network intrusions. However, an often-overlooked but equally critical domain is the world of side-channel attacks. These attacks exploit indirect information leakage from systems to extract sensitive data, bypassing traditional security mechanisms. Understanding how