explores common security flaws in low-cost IP cameras using Kali Linux, highlighting risks like data tampering and unauthorized access. Cloud Risks : Research in

reveals that sniffing traffic from certain off-the-shelf cameras can allow malicious actors to reconstruct captured images. ResearchGate Practical Deployment Guides

"A Fully Convolutional Neural Network for Image Signal Processing" describes using an end-to-end

"A Distributed Surveillance Camera Network Architecture for Metropolitan Area Applications"

to handle the entire camera signal pipeline, including denoising and color transformation. CVF Open Access Security and Privacy Insights Vulnerability Analysis : The study "Testing IoT Security: The Case Study of an IP Camera"