IDSPACE: A Novel Document Generator for Reliable Evaluation of Digital Identity Verification Systems [Extended Technical Report]
The discussion of 'IDSPACE: A Novel Document Generator' focuses on overcoming data scarcity in digital identity verification systems. The paper generates a massive, high-quality synthetic dataset of 359,240 documents across ten European ID types. This method uses model-guided optimization to create realistic data for reliable testing and improving fraud detection.