provenance

Macro shot of electronic circuit design around a smartphone camera lens, representing the sensor that signs pixel data at capture

Apple’s New Photo Verification Approach

Discover how Apple’s new verified photo technology enhances image authenticity by signing pixel data at the sensor level, ensuring robust photo verification.

September 16, 2026 12 min read
Security engineer analyzing threat model and provenance architecture on monitors

How to Verify AI Model Outputs

Learn how to verify AI-generated content using provenance techniques, watermarks, and detection methods to counteract sophisticated adversaries.

August 11, 2026 16 min read
Security analyst reviewing digital image authenticity on computer monitors

How to tell if an image is AI generated

Discover how to identify AI-generated images using watermarking, provenance, classifiers, and forensic artifacts, ensuring authenticity amidst common…

August 11, 2026 13 min read