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.
翻译:人工智能正在重塑多媒体取证领域。我们提出人工智能取证代理:作为可靠的协调者,其能够选择与组合取证检测器、识别来源与上下文,并提供不确定性感知的评估。我们指出当前解决方案中的缺陷,并引入一个统一框架以改进真实性验证流程。