PRIVACY-CONTROLLED ANALYTICS SERVICE
    13.
    发明公开

    公开(公告)号:EP4407497A1

    公开(公告)日:2024-07-31

    申请号:EP23150284.0

    申请日:2023-01-24

    IPC分类号: G06F21/62 H04L9/40

    CPC分类号: H04L63/0407 G06F21/6254

    摘要: A computer-implemented method is provided for performing privacy controlled data analytics. The method is performed by a computer system configured to provide incoming anonymized data to a plurality of different analysis functions for analyzing the data, each analysis function having its own set of requirements for data attributes that need to be available in the incoming data, the incoming data originating from a plurality of data sources and being anonymized by applying one or more of a plurality of predetermined anonymization protocols. The method comprises: determining one or more attributes present in the incoming data that will be processed by the computer system; determining the analysis functions that are capable of being implemented based on the determined one or more attributes of the incoming data and the data attribute requirements for the analysis functions; determining the data attributes of the incoming data that can be anonymised whilst preserving data utility based on the requirements of the analysis functions; determining, for each of a plurality of privacy settings, a privacy score and a data utility score, each privacy setting comprising a unique combination of analysis function, anonymization protocol applied to the data, anonymization protocol parameter value and data attribute; receiving input selecting a desired privacy setting; and processing an anonymized set of data, anonymized according to an identified anonymization protocol, according to the analysis function associated with the selected privacy setting. A corresponding computer system and computer program are also provided.

    PRIVACY POLICY RECOMMENDATION
    20.
    发明公开

    公开(公告)号:EP4398153A1

    公开(公告)日:2024-07-10

    申请号:EP23150283.2

    申请日:2023-01-04

    IPC分类号: G06N3/044 H04L9/40

    CPC分类号: G06N3/044 H04L63/1425

    摘要: A computer-implemented method is provided for providing a privacy policy recommendation, the method comprising steps of: retrieving one or more analysis results, each of the one or more analysis results being generated by analysing an input dataset comprising one or more data attributes by performing one or more analytics functions, and each of the one or more data attributes having an anonymised format or a non-anonymised format; determining, for each of the analytics functions, the data attributes of a first type, the data attributes of the first type being a set of the one or more data attributes that need to have non-anonymised formats in order for the corresponding analysis result to have an acceptable level of accuracy and/or quality; and generating the privacy policy recommendation indicating, for each of the analytics function, that the data attributes of the first type need to be in non-anonymised formats. A corresponding computer system and computer program are also provided.