2 papers
cs.CR2026
Watermarking Should Be Treated as a Monitoring Primitive
Toluwani Aremu, Nils Lukas, Jie Zhang
Watermarking is widely proposed for provenance, attribution, and safety monitoring in generative models, yet is typically evaluated only under adversaries who attempt to evade dete…
cs.CR2026
Mitigating Watermark Forgery in Generative Models via Randomized Key Selection
Toluwani Aremu, Noor Hussein, Munachiso Nwadike +5
Watermarking enables GenAI providers to verify whether content was generated by their models. A watermark is a hidden signal in the content, whose presence can be detected using a…