Ghiro is an open-source, automated digital image forensics platform available for installation on Kali Linux, designed to analyze images, extract metadata, detect manipulations, and uncover hidden data. Developed by volunteers, Ghiro processes formats like JPEG, PNG, and TIFF, offering features such as Error Level Analysis (ELA), metadata extraction, and hash verification. With a web-based interface and support for case management, it’s ideal for forensic analysts, cybersecurity professionals, and ethical hackers conducting image authenticity investigations. Ghiro’s Virtual Appliance and Ubuntu-based setup simplify deployment, making it accessible for digital forensic labs.