{"id":16375,"date":"2024-09-20T12:22:33","date_gmt":"2024-09-20T04:22:33","guid":{"rendered":"https:\/\/www.simcentric.com\/uncategorized-sc\/how-to-avoid-data-risks-in-google-cloud-document-ai-flaw\/"},"modified":"2024-09-20T12:28:38","modified_gmt":"2024-09-20T04:28:38","slug":"how-to-avoid-data-risks-in-google-cloud-document-ai-flaw","status":"publish","type":"post","link":"https:\/\/www.simcentric.com\/sc\/hong-kong-dedicated-server-sc\/how-to-avoid-data-risks-in-google-cloud-document-ai-flaw\/","title":{"rendered":"\u5982\u4f55\u907f\u514dGoogle Cloud Document AI\u6f0f\u6d1e\u5e26\u6765\u7684\u6570\u636e\u98ce\u9669?"},"content":{"rendered":"

[vc_row el_class=”blog-detail-section”][vc_column][vc_column_text css=””]<\/p>\n

\u5728\u4e0d\u65ad\u53d1\u5c55\u7684\u4e91\u8ba1\u7b97\u9886\u57df,Google<\/a> Cloud Document AI\u5df2\u6210\u4e3a\u4f01\u4e1a\u5229\u7528\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u6587\u6863\u5904\u7406\u7684\u5f3a\u5927\u5de5\u5177\u3002\u7136\u800c,\u6700\u8fd1\u53d1\u73b0\u7684\u6f0f\u6d1e\u5f15\u53d1\u4e86\u5bf9\u6570\u636e\u5b89\u5168\u7684\u62c5\u5fe7,\u5c24\u5176\u662f\u5bf9\u9999\u6e2f\u670d\u52a1\u5668<\/a>\u7528\u6237\u800c\u8a00\u3002\u672c\u6307\u5357\u6df1\u5165\u63a2\u8ba8\u4e86\u8fd9\u4e9b\u6f0f\u6d1e\u7684\u6280\u672f\u7ec6\u8282,\u5e76\u63d0\u4f9b\u4e86\u4fdd\u62a4\u6570\u636e\u7684\u53ef\u884c\u7b56\u7565\u3002<\/p>\n

[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=”blog-detail-section”][vc_column][vc_column_text css=””]<\/p>\n

\u4e86\u89e3Google Cloud Document AI\u6f0f\u6d1e<\/strong><\/h2>\n

\u6700\u8fd1\u5728Google Cloud Document AI\u4e2d\u53d1\u73b0\u7684\u6f0f\u6d1e\u6e90\u4e8eAPI\u4e2d\u4e0d\u5f53\u7684\u8bbf\u95ee\u63a7\u5236\u673a\u5236\u3002\u8fd9\u4e2a\u7f3a\u9677\u53ef\u80fd\u5141\u8bb8\u672a\u7ecf\u6388\u6743\u7684\u7528\u6237\u8bbf\u95ee\u548c\u7a83\u53d6AI\u5904\u7406\u7684\u654f\u611f\u6570\u636e\u3002\u5bf9\u4e8e\u9999\u6e2f\u670d\u52a1\u5668\u7ba1\u7406\u5458\u6765\u8bf4,\u7531\u4e8e\u8be5\u5730\u533a\u4e25\u683c\u7684\u6570\u636e\u4fdd\u62a4\u6cd5\u5f8b,\u8fd9\u4e00\u70b9\u5c24\u5176\u4ee4\u4eba\u62c5\u5fe7\u3002<\/p>\n

\u4e3a\u4e86\u8bf4\u660e\u8fd9\u4e2a\u6f0f\u6d1e,\u8bf7\u8003\u8651\u4ee5\u4e0b\u7b80\u5316\u7684\u4ee3\u7801\u7247\u6bb5,\u5b83\u5c55\u793a\u4e86\u6709\u7f3a\u9677\u7684\u8bbf\u95ee\u63a7\u5236:<\/p>\n

\r\ndef process_document(document, user_id):\r\n    # \u6709\u6f0f\u6d1e\u7684\u4ee3\u7801\r\n    if user_has_access(user_id):\r\n        return document_ai.process(document)\r\n    else:\r\n        return \"\u8bbf\u95ee\u88ab\u62d2\u7edd\"\r\n\r\ndef user_has_access(user_id):\r\n    # \u6709\u7f3a\u9677\u7684\u8bbf\u95ee\u68c0\u67e5\r\n    return True  # \u603b\u662f\u8fd4\u56deTrue,\u6388\u4e88\u6bcf\u4e2a\u4eba\u8bbf\u95ee\u6743\u9650\r\n<\/code><\/pre>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d,user_has_access<\/code>\u51fd\u6570\u603b\u662f\u8fd4\u56deTrue<\/code>,\u5b9e\u9645\u4e0a\u7ed5\u8fc7\u4e86\u4efb\u4f55\u771f\u6b63\u7684\u8bbf\u95ee\u63a7\u5236\u68c0\u67e5\u3002\u8fd9\u53ef\u80fd\u5bfc\u81f4\u672a\u7ecf\u6388\u6743\u7684\u6587\u6863\u5904\u7406\u548c\u6f5c\u5728\u7684\u6570\u636e\u6cc4\u9732\u3002<\/p>\n
[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=”blog-detail-section”][vc_column][vc_column_text css=””]<\/p>\n
\u9999\u6e2f\u6570\u636e\u4fdd\u62a4\u6cd5\u89c4\u548cGoogle Cloud<\/strong><\/h2>\n
\u9999\u6e2f\u7684\u300a\u4e2a\u4eba\u6570\u636e(\u79c1\u9690)\u6761\u4f8b\u300b(PDPO)\u5bf9\u6570\u636e\u5904\u7406\u8005\u65bd\u52a0\u4e86\u4e25\u683c\u7684\u8981\u6c42\u3002\u5728\u4f7f\u7528Google Cloud Document AI\u65f6,\u9999\u6e2f\u670d\u52a1\u5668\u7ba1\u7406\u5458\u5fc5\u987b\u786e\u4fdd\u9075\u5b88\u8fd9\u4e9b\u6cd5\u89c4\u3002\u8fd9\u5305\u62ec\u83b7\u5f97\u6570\u636e\u5904\u7406\u7684\u660e\u786e\u540c\u610f\u548c\u5b9e\u65bd\u5f3a\u5927\u7684\u5b89\u5168\u63aa\u65bd\u3002<\/p>\n
[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=”blog-detail-section”][vc_column][vc_column_text css=””]<\/p>\n
\u4fdd\u62a4\u60a8\u7684\u9999\u6e2f\u670d\u52a1\u5668\u6570\u636e<\/strong><\/h2>\n
\u4e3a\u4e86\u964d\u4f4e\u4e0eGoogle Cloud Document AI\u6f0f\u6d1e\u76f8\u5173\u7684\u98ce\u9669,\u8bf7\u8003\u8651\u5b9e\u65bd\u4ee5\u4e0b\u63aa\u65bd:<\/p>\n
    \n
  1. \n
    \u5b9e\u65bd\u5f3a\u5927\u7684\u8bbf\u95ee\u63a7\u5236<\/h3>\n
    \u5229\u7528OAuth 2.0\u5e76\u5b9e\u65bd\u57fa\u4e8e\u89d2\u8272\u7684\u8bbf\u95ee\u63a7\u5236(RBAC),\u4ee5\u786e\u4fdd\u53ea\u6709\u6388\u6743\u7528\u6237\u624d\u80fd\u8bbf\u95eeDocument AI API\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528Python\u548cGoogle Cloud\u5ba2\u6237\u7aef\u5e93\u7684\u57fa\u672c\u793a\u4f8b:<\/p>\n
    \r\nfrom google.oauth2 import service_account\r\nfrom google.cloud import documentai_v1 as documentai\r\n\r\ndef authenticate_and_process(document_path):\r\n    credentials = service_account.Credentials.from_service_account_file(\r\n        'path\/to\/service_account.json',\r\n        scopes=['https:\/\/www.googleapis.com\/auth\/cloud-platform']\r\n    )\r\n    \r\n    client = documentai.DocumentProcessorServiceClient(credentials=credentials)\r\n    \r\n    # \u5904\u7406\u6587\u6863\r\n    # ... (\u6587\u6863\u5904\u7406\u4ee3\u7801)\r\n        <\/code><\/pre>\n<\/li>\n
  2. \n
    \u52a0\u5bc6\u4f20\u8f93\u4e2d\u548c\u9759\u6001\u6570\u636e<\/h3>\n
    \u4f7f\u7528\u5f3a\u5927\u7684\u52a0\u5bc6\u534f\u8bae,\u5982TLS 1.3\u7528\u4e8e\u4f20\u8f93\u4e2d\u7684\u6570\u636e,AES-256\u7528\u4e8e\u9759\u6001\u6570\u636e\u3002\u5728\u5b58\u50a8\u5904\u7406\u8fc7\u7684\u6587\u6863\u65f6,\u8003\u8651\u4f7f\u7528\u5ba2\u6237\u7aef\u52a0\u5bc6\u4ee5\u4fdd\u6301\u5bf9\u52a0\u5bc6\u5bc6\u94a5\u7684\u63a7\u5236\u3002<\/li>\n
  3. \n
    \u5b9a\u671f\u5b89\u5168\u5ba1\u8ba1<\/h3>\n
    \u9891\u7e41\u5bf9\u60a8\u7684Google Cloud\u914d\u7f6e\u548cDocument AI\u4f7f\u7528\u60c5\u51b5\u8fdb\u884c\u5b89\u5168\u5ba1\u8ba1\u3002\u4f7f\u7528Google Cloud\u5b89\u5168\u547d\u4ee4\u4e2d\u5fc3\u7b49\u5de5\u5177\u6765\u8bc6\u522b\u548c\u89e3\u51b3\u6f5c\u5728\u7684\u6f0f\u6d1e\u3002<\/li>\n<\/ol>\n
    [\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=”blog-detail-section”][vc_column][vc_column_text css=””]<\/p>\n
    \u9999\u6e2f\u670d\u52a1\u5668\u7684\u672c\u5730AI\u89e3\u51b3\u65b9\u6848<\/strong><\/h2>\n
    \u5bf9\u4e8e\u90a3\u4e9b\u5bfb\u6c42Google Cloud Document AI\u66ff\u4ee3\u65b9\u6848\u7684\u4eba,\u51e0\u5bb6\u9999\u6e2f\u672c\u5730AI\u516c\u53f8\u63d0\u4f9b\u53ef\u4ee5\u6258\u7ba1\u5728\u672c\u5730\u670d\u52a1\u5668\u4e0a\u7684\u6587\u6863\u5904\u7406\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u4e86\u66f4\u5927\u7684\u6570\u636e\u63a7\u5236\u6743,\u5e76\u53ef\u4ee5\u5e2e\u52a9\u786e\u4fdd\u9075\u5b88\u9999\u6e2f\u7684\u6570\u636e\u4fdd\u62a4\u6cd5\u5f8b\u3002<\/p>\n
    \u5728\u8bc4\u4f30\u672c\u5730AI\u89e3\u51b3\u65b9\u6848\u65f6,\u8bf7\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20:<\/p>\n