{"id":16376,"date":"2024-09-20T12:22:33","date_gmt":"2024-09-20T04:22:33","guid":{"rendered":"https:\/\/www.simcentric.com\/?p=16376"},"modified":"2024-09-20T12:26:26","modified_gmt":"2024-09-20T04:26:26","slug":"how-to-avoid-data-risks-in-google-cloud-document-ai-flaw","status":"publish","type":"post","link":"https:\/\/www.simcentric.com\/tc\/hong-kong-dedicated-server-tc\/how-to-avoid-data-risks-in-google-cloud-document-ai-flaw\/","title":{"rendered":"\u5982\u4f55\u907f\u514dGoogle Cloud Document AI\u6f0f\u6d1e\u5e36\u4f86\u7684\u8cc7\u6599\u98a8\u96aa?"},"content":{"rendered":"

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

\u5728\u4e0d\u65b7\u767c\u5c55\u7684\u96f2\u7aef\u904b\u7b97\u9818\u57df,Google<\/a> Cloud Document AI\u5df2\u6210\u70ba\u4f01\u696d\u5229\u7528\u4eba\u5de5\u667a\u6167\u9032\u884c\u6587\u4ef6\u8655\u7406\u7684\u5f37\u5927\u5de5\u5177\u3002\u7136\u800c,\u6700\u8fd1\u767c\u73fe\u7684\u6f0f\u6d1e\u5f15\u767c\u4e86\u5c0d\u8cc7\u6599\u5b89\u5168\u7684\u64d4\u6182,\u5c24\u5176\u662f\u5c0d\u9999\u6e2f\u4f3a\u670d\u5668<\/a>\u4f7f\u7528\u8005\u800c\u8a00\u3002\u672c\u6307\u5357\u6df1\u5165\u63a2\u8a0e\u4e86\u9019\u4e9b\u6f0f\u6d1e\u7684\u6280\u8853\u7d30\u7bc0,\u4e26\u63d0\u4f9b\u4e86\u4fdd\u8b77\u8cc7\u6599\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

\u77ad\u89e3Google Cloud Document AI\u6f0f\u6d1e<\/strong><\/h2>\n

\u6700\u8fd1\u5728Google Cloud Document AI\u4e2d\u767c\u73fe\u7684\u6f0f\u6d1e\u6e90\u65bcAPI\u4e2d\u4e0d\u7576\u7684\u5b58\u53d6\u63a7\u5236\u6a5f\u5236\u3002\u9019\u500b\u7f3a\u9677\u53ef\u80fd\u5141\u8a31\u672a\u7d93\u6388\u6b0a\u7684\u4f7f\u7528\u8005\u5b58\u53d6\u548c\u7aca\u53d6AI\u8655\u7406\u7684\u654f\u611f\u8cc7\u6599\u3002\u5c0d\u65bc\u9999\u6e2f\u4f3a\u670d\u5668\u7ba1\u7406\u54e1\u4f86\u8aaa,\u7531\u65bc\u8a72\u5730\u5340\u56b4\u683c\u7684\u8cc7\u6599\u4fdd\u8b77\u6cd5\u5f8b,\u9019\u4e00\u9ede\u5c24\u5176\u4ee4\u4eba\u64d4\u6182\u3002<\/p>\n

\u70ba\u4e86\u8aaa\u660e\u9019\u500b\u6f0f\u6d1e,\u8acb\u8003\u616e\u4ee5\u4e0b\u7c21\u5316\u7684\u7a0b\u5f0f\u78bc\u7247\u6bb5,\u5b83\u5c55\u793a\u4e86\u6709\u7f3a\u9677\u7684\u5b58\u53d6\u63a7\u5236:<\/p>\n

\r\ndef process_document(document, user_id):\r\n    # \u6709\u6f0f\u6d1e\u7684\u4ee3\u78bc\r\n    if user_has_access(user_id):\r\n        return document_ai.process(document)\r\n    else:\r\n        return \"\u5b58\u53d6\u88ab\u62d2\u7d55\"\r\n\r\ndef user_has_access(user_id):\r\n    # \u6709\u7f3a\u9677\u7684\u5b58\u53d6\u6aa2\u67e5\r\n    return True  # \u7e3d\u662f\u8fd4\u56deTrue,\u6388\u4e88\u6bcf\u500b\u4eba\u5b58\u53d6\u6b0a\u9650\r\n<\/code><\/pre>\n
\u5728\u9019\u500b\u4f8b\u5b50\u4e2d,user_has_access<\/code>\u51fd\u6578\u7e3d\u662f\u8fd4\u56deTrue<\/code>,\u5be6\u969b\u4e0a\u7e5e\u904e\u4e86\u4efb\u4f55\u771f\u6b63\u7684\u5b58\u53d6\u63a7\u5236\u6aa2\u67e5\u3002\u9019\u53ef\u80fd\u5c0e\u81f4\u672a\u7d93\u6388\u6b0a\u7684\u6587\u4ef6\u8655\u7406\u548c\u6f5b\u5728\u7684\u8cc7\u6599\u6d29\u6f0f\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\u8cc7\u6599\u4fdd\u8b77\u6cd5\u898f\u548cGoogle Cloud<\/strong><\/h2>\n
\u9999\u6e2f\u7684\u300a\u500b\u4eba\u8cc7\u6599(\u79c1\u96b1)\u689d\u4f8b\u300b(PDPO)\u5c0d\u8cc7\u6599\u8655\u7406\u8005\u65bd\u52a0\u4e86\u56b4\u683c\u7684\u8981\u6c42\u3002\u5728\u4f7f\u7528Google Cloud Document AI\u6642,\u9999\u6e2f\u4f3a\u670d\u5668\u7ba1\u7406\u54e1\u5fc5\u9808\u78ba\u4fdd\u9075\u5b88\u9019\u4e9b\u6cd5\u898f\u3002\u9019\u5305\u62ec\u7372\u5f97\u8cc7\u6599\u8655\u7406\u7684\u660e\u78ba\u540c\u610f\u548c\u5be6\u65bd\u5f37\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\u8b77\u60a8\u7684\u9999\u6e2f\u4f3a\u670d\u5668\u8cc7\u6599<\/strong><\/h2>\n
\u70ba\u4e86\u964d\u4f4e\u8207Google Cloud Document AI\u6f0f\u6d1e\u76f8\u95dc\u7684\u98a8\u96aa,\u8acb\u8003\u616e\u5be6\u65bd\u4ee5\u4e0b\u63aa\u65bd:<\/p>\n
    \n
  1. \n
    \u5be6\u65bd\u5f37\u5927\u7684\u5b58\u53d6\u63a7\u5236<\/h3>\n
    \u5229\u7528OAuth 2.0\u4e26\u5be6\u65bd\u57fa\u65bc\u89d2\u8272\u7684\u5b58\u53d6\u63a7\u5236(RBAC),\u4ee5\u78ba\u4fdd\u53ea\u6709\u6388\u6b0a\u4f7f\u7528\u8005\u624d\u80fd\u5b58\u53d6Document AI API\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528Python\u548cGoogle Cloud\u7528\u6236\u7aef\u7a0b\u5f0f\u5eab\u7684\u57fa\u672c\u7bc4\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    # \u8655\u7406\u6587\u4ef6\r\n    # ... (\u6587\u4ef6\u8655\u7406\u4ee3\u78bc)\r\n        <\/code><\/pre>\n<\/li>\n
  2. \n
    \u52a0\u5bc6\u50b3\u8f38\u4e2d\u548c\u975c\u614b\u8cc7\u6599<\/h3>\n
    \u4f7f\u7528\u5f37\u5927\u7684\u52a0\u5bc6\u5354\u8b70,\u5982TLS 1.3\u7528\u65bc\u50b3\u8f38\u4e2d\u7684\u8cc7\u6599,AES-256\u7528\u65bc\u975c\u614b\u8cc7\u6599\u3002\u5728\u5132\u5b58\u8655\u7406\u904e\u7684\u6587\u4ef6\u6642,\u8003\u616e\u4f7f\u7528\u5ba2\u6236\u7aef\u52a0\u5bc6\u4ee5\u4fdd\u6301\u5c0d\u52a0\u5bc6\u91d1\u9470\u7684\u63a7\u5236\u3002<\/li>\n
  3. \n
    \u5b9a\u671f\u5b89\u5168\u7a3d\u6838<\/h3>\n
    \u983b\u7e41\u5c0d\u60a8\u7684Google Cloud\u914d\u7f6e\u548cDocument AI\u4f7f\u7528\u60c5\u6cc1\u9032\u884c\u5b89\u5168\u7a3d\u6838\u3002\u4f7f\u7528Google Cloud\u5b89\u5168\u547d\u4ee4\u4e2d\u5fc3\u7b49\u5de5\u5177\u4f86\u8b58\u5225\u548c\u89e3\u6c7a\u6f5b\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\u4f3a\u670d\u5668\u7684\u672c\u5730AI\u89e3\u6c7a\u65b9\u6848<\/strong><\/h2>\n
    \u5c0d\u65bc\u90a3\u4e9b\u5c0b\u6c42Google Cloud Document AI\u66ff\u4ee3\u65b9\u6848\u7684\u4eba,\u5e7e\u5bb6\u9999\u6e2f\u672c\u5730AI\u516c\u53f8\u63d0\u4f9b\u53ef\u4ee5\u8a17\u7ba1\u5728\u672c\u5730\u4f3a\u670d\u5668\u4e0a\u7684\u6587\u4ef6\u8655\u7406\u89e3\u6c7a\u65b9\u6848\u3002\u9019\u4e9b\u89e3\u6c7a\u65b9\u6848\u63d0\u4f9b\u4e86\u66f4\u5927\u7684\u8cc7\u6599\u63a7\u5236\u6b0a,\u4e26\u53ef\u4ee5\u5e6b\u52a9\u78ba\u4fdd\u9075\u5b88\u9999\u6e2f\u7684\u8cc7\u6599\u4fdd\u8b77\u6cd5\u5f8b\u3002<\/p>\n
    \u5728\u8a55\u4f30\u672c\u5730AI\u89e3\u6c7a\u65b9\u6848\u6642,\u8acb\u8003\u616e\u4ee5\u4e0b\u56e0\u7d20:<\/p>\n