• 专利标题: INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, AND INFORMATION PROCESSING METHOD
  • 申请号: US18027970
    申请日: 2021-11-22
  • 公开(公告)号: US20230376802A1
    公开(公告)日: 2023-11-23
  • 发明人: Keisei FUJIWARAHisayoshi SATO
  • 申请人: Hitachi, Ltd.
  • 申请人地址: JP Tokyo
  • 专利权人: Hitachi, Ltd.
  • 当前专利权人: Hitachi, Ltd.
  • 当前专利权人地址: JP Tokyo
  • 优先权: JP 20212273 2020.12.22
  • 国际申请: PCT/JP2021/042859 2021.11.22
  • 进入国家日期: 2023-03-23
  • 主分类号: G06N5/04
  • IPC分类号: G06N5/04
INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, AND INFORMATION PROCESSING METHOD
摘要:
An information processing apparatus that executes machine learning by a plurality of processing layers includes a processor and a memory, a normal region of the memory holds a parameter of the machine learning, an isolation region isolated from the normal region of the memory holds input data to an i-th layer included in the plurality of processing layers and a parameter of the machine learning, the processor determines whether there is a risk in executing processing of the i-th layer for the input data in the normal region based on a content of secret information of the input data in the isolation region, when determining that there is the risk, executes the processing of the i-th layer for the input data in the isolation region, and when determining that there is no risk, executes the processing of the i-th layer for the input data in the normal region.
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