Don't Guess, Escalate: Towards Explainable Uncertainty-Calibrated AI Forensic Agents
Giulia Boato Andrea Montibeller Edward Delp Luisa Verdoliva Daniele Miorandi
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Abstract
AI is reshaping the landscape of multimedia forensics. We propose AI forensic agents: reliable orchestrators that select and combine forensic detectors, identify provenance and context, and provide uncertainty-aware assessments. We highlight pitfalls in current solutions and introduce a unified framework to improve the authenticity verification process.引用本文复制引用
Giulia Boato,Andrea Montibeller,Edward Delp,Luisa Verdoliva,Daniele Miorandi.Don't Guess, Escalate: Towards Explainable Uncertainty-Calibrated AI Forensic Agents[EB/OL].(2025-12-18)[2025-12-23].https://arxiv.org/abs/2512.16614.学科分类
计算技术、计算机技术
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