Verification of traces of AI generation and editing using image forensic analysis.

We will verify whether the image was created by AI or edited/processed after being taken by combining multiple image analysis techniques and AI judgment technologies.

Features Multifaceted verification of the potential of AI-generated images By utilizing multiple AI image judgment technologies, we evaluate the likelihood that the target image was created by generative AI. Rather than relying on a single judgment result, we comprehensively verify the possibility of AI generation by correlating the judgment results of each technology and the characteristics of the image. Visualization of areas suspected of image editing or manipulation We analyze the noise distribution, compression characteristics, frequency components, etc., within the image to detect regions that differ in characteristics from their surroundings. Additionally, we investigate metadata, generation history, and the structure of image files to multifacetedly verify traces of editing or manipulation. Suspect areas are visualized using heat maps and other methods to clearly organize features that are difficult to assess visually. Provision of technical documentation for assessing image reliability We organize analysis methods, various judgment results, and detected features into an analysis report. This can be used as a basis for assessing the reliability of images, as well as for internal investigations, quality control, and explanatory materials for stakeholders. Furthermore, we can accommodate shooting reproductions using actual items and additional technical investigations as needed.

Security cameras and surveillance systems