PlumX Metrics
Embed PlumX Metrics

Trustworthy Collaborative Business Intelligence Using Zero-Knowledge Proofs and Blockchains

Lecture Notes in Business Information Processing, ISSN: 1865-1356, Vol: 520 LNBIP, Page: 29-37
2024
  • 0
    Citations
  • 0
    Usage
  • 8
    Captures
  • 0
    Mentions
  • 0
    Social Media
Metric Options:   Counts1 Year3 Year

Metrics Details

Conference Paper Description

In the era of data-driven decision-making, the ability to securely and reliably exchange analytical data among organizations (collaborative business intelligence) is becoming increasingly important. This paper envisions a novel framework for trustworthy data exchange, leveraging Zero-Knowledge Proofs (ZK-Proofs) to maintain data privacy and integrity, and the blockchain for reliable auditing. Our framework emphasizes enhancing business intelligence capabilities through non-operational analytics, particularly in the generation of aggregated insights for strategic decision-making among different organizations, without exposing the underlying raw data, thus preserving data sovereignty. We introduce a methodology to perform operations on data cubes using ZK-Proofs, allowing for the generation of more aggregated data cubes from initial raw data hypercubes. The framework exploits the Data-Fact Model to identify the available transformation paths on raw data.

Bibliographic Details

Giovanni Quattrocchi; Pierluigi Plebani

Springer Science and Business Media LLC

Business, Management and Accounting; Engineering; Computer Science; Mathematics; Decision Sciences

Provide Feedback

Have ideas for a new metric? Would you like to see something else here?Let us know