Trust & Safety

Deepfake Detection: What's Actually Detectable in 2026

Technical analysis of deepfake detection techniques in 2026: biological PPG signal analysis, frequency spectrum artifacts, and C2PA metadata watermarking.

Sachin Sharma
Sachin SharmaCreator
Aug 6, 2026
2 min read
Deepfake Detection: What's Actually Detectable in 2026
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Technical analysis of deepfake detection techniques in 2026: biological PPG signal analysis, frequency spectrum artifacts, and C2PA metadata watermarking.

Sachin Sharma

Sachin Sharma

Software Developer & Mobile Engineer

Building digital experiences at the intersection of design and code. Sharing weekly insights on engineering, productivity, and the future of tech.