Description: Provenance refers to the origin or source of digital evidence, a crucial aspect for establishing its authenticity and validity in contexts such as explainable artificial intelligence, digital forensics, and data governance. In the realm of explainable AI, provenance allows tracking how data was generated and the decisions made by algorithms, which is essential for understanding and trusting the results. In digital forensics, provenance is fundamental for verifying the integrity of evidence, ensuring that it has not been altered since its capture. In the context of data governance, provenance helps identify the source of data and its lineage, facilitating governance and responsible use of information. The traceability of provenance not only enhances transparency but also enables organizations to comply with data security regulations and standards. In summary, provenance is a key concept underlying trust and accountability in the handling of digital data.
