3 papers
cs.CR2026
SPRINT: Robust Model Attribution of Generated Images via Secret Pixel Reconstruction
Kai Yao, Marc Juarez
Detecting the source model of AI-generated images is a growing accountability problem. AI fingerprinting techniques address this by detecting imperceptible patterns in the images t…
cs.CV2026
Smudged Fingerprints: A Systematic Evaluation of the Robustness of AI Image Fingerprints
Kai Yao, Marc Juarez
Model fingerprint detection has shown promise to trace the provenance of AI-generated images in forensic applications. However, despite the inherent adversarial nature of these app…
cs.LG2025
SoK: What Makes Private Learning Unfair?
Kai Yao, Marc Juarez
Differential privacy has emerged as the most studied framework for privacy-preserving machine learning. However, recent studies show that enforcing differential privacy guarantees…