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cs.CR2026
Soft Redaction of Image Provenance via Zero-Knowledge Proofs
Muhammad Awan, John Collomosse
Content provenance standards, such as C2PA, are increasingly used to attach signed records of origin, editing history, and rights to digital images. However, provenance transparenc…
cs.CL2026
The Warrant Gap: Claim-Conditioned Re-scoring for Fact-Checking
Arka Ujjal Dey, John Collomosse
Fact-checking systems built on LLMs achieve high verdict accuracy on standard benchmarks, yet routinely output Supports labels whose cited evidence does not license the claim. Stru…