Welcome, experts and students, to the IEEE Thailand Section Computer Chapter seminar focusing on “Challenges to Compressible and Learnable Image Transformation with Secret Key for Reliable AI,” by Prof. Dr. Hitoshi Kiya from Tokyo Metropolitan University, Japan. This is an exciting opportunity to uncover the hurdles and breakthroughs shaping the future of image transformation. This event promises insightful discussions on the obstacles faced in image transformation, coupled with the implementation of secret keys to bolster AI reliability.