In our increasingly interconnected world, the proliferation of security cameras has become a defining feature of modern urban landscapes and industrial environments. These smart surveillance systems, once hailed as the ultimate solution to physical security concerns, now stand at the forefront of a complex cybersecurity battlefield. As we delve into this topic, we uncover the alarming reality that these very devices, intended to protect, have become potential conduits for devastating cyber-attacks.