Innovative technologies like big data and AI are transforming industries but also exposing serious data security risks. To address this, Intel and Alibaba Cloud collaborated to build an end-to-end Privacy Preserving Machine Learning (PPML) solution using Intel® SGX and BigDL. This solution secures AI and big data workflows during storage, processing, and circulation, overcoming traditional security limitations. Validated by Alibaba Cloud’s DataTrust platform, BigDL PPML enables trusted data fusion without exposing original data, ensuring regulatory compliance and operational efficiency. It helps enterprises safely drive innovation in areas like risk control, refined operations, and ad recommendations.

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