Abstract
This article delved into the effectiveness of various penetration testing methodologies tailored for IP cameras within the IoT ecosystem. The objective of research is to identify and assess the security vulnerabilities unique to IP cameras and to evaluate the efficacy of different penetration testing frameworks in mitigating these risks. Utilizing a mixed-methods approach that combines quantitative vulnerability assessment with qualitative analysis of security protocols, authors systematically explored the security landscape of IP cameras. The results highlighted significant vulnerabilities, particularly in default configurations and firmware weaknesses, and proposed a set of tailored recommendations aimed at bolstering the resilience of IP cameras against cybersecurity threats. This research underscored the critical need for an individualized approach in securing IoT devices, offering actionable insights for both manufacturers and cybersecurity professionals.