{"id":7142,"date":"2023-11-02T17:19:15","date_gmt":"2023-11-02T09:19:15","guid":{"rendered":"https:\/\/i007.vip:15443\/wordpress\/?p=7142"},"modified":"2023-11-02T17:19:15","modified_gmt":"2023-11-02T09:19:15","slug":"%e6%95%b0%e6%8d%ae%e6%b2%bf%e8%a2%ad","status":"publish","type":"post","link":"https:\/\/i007.cc\/wordpress\/archives\/7142","title":{"rendered":"\u6570\u636e\u6cbf\u88ad"},"content":{"rendered":"<div class=\"post-title\">\n<p><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/data-lineage\/\">cc from<\/a><\/p>\n<div class=\"post-stats\"><\/div>\n<\/div>\n<div class=\"article-content\">\n<h2 id=\"what-is-data-lineage\" class=\"\"><span>\u4ec0\u4e48\u662f\u6570\u636e\u6cbf\u88ad\uff1f<\/span><\/h2>\n<p><span>\u6570\u636e\u6cbf\u88ad\u63ed\u793a\u4e86\u6570\u636e\u7684\u751f\u547d\u5468\u671f\uff0c\u65e8\u5728\u663e\u793a\u4ece\u5f00\u59cb\u5230\u7ed3\u675f\u7684\u5b8c\u6574\u6570\u636e\u6d41\u3002\u6570\u636e\u6cbf\u88ad\u662f\u5728\u6570\u636e\u4ece\u6570\u636e\u6e90\u6d41\u5411\u6d88\u8d39\u65f6\u7406\u89e3\u3001\u8bb0\u5f55\u548c\u53ef\u89c6\u5316\u6570\u636e\u7684\u8fc7\u7a0b\u3002\u8fd9\u5305\u62ec\u6570\u636e\u5728\u6b64\u8fc7\u7a0b\u4e2d\u7ecf\u5386\u7684\u6240\u6709\u8f6c\u6362\u2014\u2014\u6570\u636e\u5982\u4f55\u8f6c\u6362\u3001\u53d1\u751f\u4e86\u4ec0\u4e48\u53d8\u5316\u4ee5\u53ca\u539f\u56e0\u3002<\/span><\/p>\n<div id=\"attachment_2082\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2082\" src=\"https:\/\/www.imperva.com\/learn\/wp-content\/uploads\/sites\/13\/2021\/01\/11-Data-Lineage.png\" sizes=\"auto, (max-width: 968px) 100vw, 968px\" srcset=\"https:\/\/www.imperva.com\/learn\/wp-content\/uploads\/sites\/13\/2021\/01\/11-Data-Lineage.png 968w, https:\/\/www.imperva.com\/learn\/wp-content\/uploads\/sites\/13\/2021\/01\/11-Data-Lineage-300x112.png 300w, https:\/\/www.imperva.com\/learn\/wp-content\/uploads\/sites\/13\/2021\/01\/11-Data-Lineage-768x286.png 768w\" alt=\"\u6570\u636e\u6cbf\u88ad\u8fc7\u7a0b\" width=\"968\" height=\"361\" aria-describedby=\"caption-attachment-2082\" \/><\/p>\n<p id=\"caption-attachment-2082\" class=\"wp-caption-text\"><span>\u6570\u636e\u6cbf\u88ad\u8fc7\u7a0b<\/span><\/p>\n<\/div>\n<p><span>\u6570\u636e\u6cbf\u88ad\u5141\u8bb8\u516c\u53f8\uff1a<\/span><\/p>\n<ul>\n<li><span>\u8ddf\u8e2a\u6570\u636e\u5904\u7406\u4e2d\u7684\u9519\u8bef<\/span><\/li>\n<li><span>\u4ee5\u8f83\u4f4e\u7684\u98ce\u9669\u5b9e\u65bd\u6d41\u7a0b\u53d8\u66f4<\/span><\/li>\n<li><span>\u5145\u6ee1\u4fe1\u5fc3\u5730\u6267\u884c\u7cfb\u7edf\u8fc1\u79fb<\/span><\/li>\n<li><span>\u5c06\u6570\u636e\u53d1\u73b0\u4e0e\u5143\u6570\u636e\u7684\u5168\u9762\u89c6\u56fe\u76f8\u7ed3\u5408\uff0c\u521b\u5efa\u6570\u636e\u6620\u5c04\u6846\u67b6<\/span><\/li>\n<\/ul>\n<p><span>\u6570\u636e\u6cbf\u88ad\u53ef\u5e2e\u52a9\u7528\u6237\u786e\u4fdd\u5176\u6570\u636e\u6765\u81ea\u53ef\u4fe1\u6765\u6e90\u3001\u5df2\u6b63\u786e\u8f6c\u6362\u5e76\u52a0\u8f7d\u5230\u6307\u5b9a\u4f4d\u7f6e\u3002\u5f53\u6218\u7565\u51b3\u7b56\u4f9d\u8d56\u4e8e\u51c6\u786e\u4fe1\u606f\u65f6\uff0c\u6570\u636e\u6cbf\u88ad\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002\u5982\u679c\u6ca1\u6709\u6b63\u786e\u8ddf\u8e2a\u6570\u636e\u8fc7\u7a0b\uff0c\u9a8c\u8bc1\u6570\u636e\u51e0\u4e4e\u4e0d\u53ef\u80fd\uff0c\u6216\u8005\u81f3\u5c11\u975e\u5e38\u6602\u8d35\u4e14\u8017\u65f6\u3002<\/span><\/p>\n<p><span>\u6570\u636e\u6cbf\u88ad\u4fa7\u91cd\u4e8e\u9a8c\u8bc1\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\uff0c\u5141\u8bb8\u7528\u6237\u4ece\u6e90\u5230\u76ee\u7684\u5730\u8fdb\u884c\u4e0a\u6e38\u548c\u4e0b\u6e38\u641c\u7d22\uff0c\u4ee5\u53d1\u73b0\u5f02\u5e38\u5e76\u7ea0\u6b63\u5b83\u4eec\u3002<\/span><\/p>\n<p><a href=\"https:\/\/www.imperva.com\/blog\/7-ways-good-data-security-practices-drive-data-governance\/\"><span>\u535a\u5ba2\uff1a\u826f\u597d\u6570\u636e\u5b89\u5168\u5b9e\u8df5\u63a8\u52a8\u6570\u636e\u6cbb\u7406\u7684 7 \u79cd\u65b9\u5f0f\u3002<\/span><\/a><\/p>\n<h2 id=\"why-is-data-lineage-important\" class=\"\"><span>\u4e3a\u4ec0\u4e48\u6570\u636e\u6cbf\u88ad\u5f88\u91cd\u8981\uff1f<\/span><\/h2>\n<p><span>\u4ec5\u4e86\u89e3\u7279\u5b9a\u6570\u636e\u96c6\u7684\u6765\u6e90\u5e76\u4e0d\u603b\u662f\u8db3\u4ee5\u4e86\u89e3\u5176\u91cd\u8981\u6027\u3001\u6267\u884c\u9519\u8bef\u89e3\u51b3\u3001\u4e86\u89e3\u6d41\u7a0b\u66f4\u6539\u4ee5\u53ca\u6267\u884c\u7cfb\u7edf\u8fc1\u79fb\u548c\u66f4\u65b0\u3002<\/span><\/p>\n<p><span>\u4e86\u89e3\u8c01\u8fdb\u884c\u4e86\u66f4\u6539\u3001\u5982\u4f55\u66f4\u65b0\u4ee5\u53ca\u4f7f\u7528\u7684\u6d41\u7a0b\u53ef\u4ee5\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\u3002\u5b83\u5141\u8bb8\u6570\u636e\u4fdd\u7ba1\u4eba\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u673a\u5bc6\u6027\u5728\u5176\u6574\u4e2a\u751f\u547d\u5468\u671f\u4e2d\u53d7\u5230\u4fdd\u62a4\u3002<\/span><\/p>\n<p><span>\u6570\u636e\u6cbf\u88ad\u53ef\u4ee5\u5728\u4ee5\u4e0b\u9886\u57df\u4ea7\u751f\u5de8\u5927\u5f71\u54cd\uff1a<\/span><\/p>\n<ul>\n<li><b><span>\u5bf9\u6570\u636e\u7684\u6218\u7565\u4f9d\u8d56<\/span><\/b><span>\u2014\u2014\u826f\u597d\u7684\u6570\u636e\u4f7f\u4f01\u4e1a\u4fdd\u6301\u8fd0\u8f6c\u3002\u6240\u6709\u90e8\u95e8\uff0c\u5305\u62ec\u8425\u9500\u3001\u5236\u9020\u3001\u7ba1\u7406\u548c\u9500\u552e\uff0c\u90fd\u4f9d\u8d56\u4e8e\u6570\u636e\u3002\u4ece\u7814\u7a76\u3001\u73b0\u573a\u548c\u8fd0\u8425\u7cfb\u7edf\u6536\u96c6\u7684\u4fe1\u606f\u6709\u52a9\u4e8e\u4f18\u5316\u7ec4\u7ec7\u7cfb\u7edf\u3001\u6539\u8fdb\u4ea7\u54c1\u548c\u670d\u52a1\u3002\u901a\u8fc7\u6570\u636e\u6cbf\u88ad\u63d0\u4f9b\u7684\u8be6\u7ec6\u4fe1\u606f\u6709\u52a9\u4e8e\u66f4\u597d\u5730\u7406\u89e3\u8be5\u6570\u636e\u7684\u542b\u4e49\u548c\u6709\u6548\u6027\u3002<\/span><\/li>\n<li><b><span>\u4e0d\u65ad\u53d8\u5316\u7684\u6570\u636e<\/span><\/b><span>\u2014\u2014\u6570\u636e\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u800c\u53d8\u5316\u3002\u6536\u96c6\u548c\u79ef\u7d2f\u6570\u636e\u7684\u65b0\u65b9\u6cd5\u5fc5\u987b\u8fdb\u884c\u7ec4\u5408\u548c\u5206\u6790\uff0c\u5e76\u7531\u7ba1\u7406\u5c42\u4f7f\u7528\u6765\u521b\u9020\u4e1a\u52a1\u4ef7\u503c\u3002\u6570\u636e\u6cbf\u88ad\u63d0\u4f9b\u8ddf\u8e2a\u529f\u80fd\uff0c\u4f7f\u534f\u8c03\u548c\u5145\u5206\u5229\u7528\u65b0\u65e7\u6570\u636e\u96c6\u6210\u4e3a\u53ef\u80fd\u3002<\/span><\/li>\n<li><b><span>\u6570\u636e\u8fc1\u79fb<\/span><\/b><span>\u2014\u2014\u5f53 IT \u9700\u8981\u5c06\u6570\u636e\u79fb\u52a8\u5230\u65b0\u7684\u5b58\u50a8\u8bbe\u5907\u6216\u65b0\u7684\u8f6f\u4ef6\u7cfb\u7edf\u65f6\uff0c\u4ed6\u4eec\u9700\u8981\u4e86\u89e3\u6570\u636e\u6e90\u7684\u4f4d\u7f6e\u548c\u751f\u547d\u5468\u671f\u3002\u6570\u636e\u6cbf\u88ad\u5feb\u901f\u3001\u8f7b\u677e\u5730\u63d0\u4f9b\u8fd9\u4e9b\u4fe1\u606f\uff0c\u4f7f\u8fc1\u79fb\u9879\u76ee\u53d8\u5f97\u66f4\u5bb9\u6613\u3001\u98ce\u9669\u66f4\u4f4e\u3002<\/span><\/li>\n<li><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/data-governance\/\"><b><span>\u6570\u636e\u6cbb\u7406<\/span><\/b><\/a><span>\u2014\u2014\u6570\u636e\u6cbf\u88ad\u4e2d\u8ddf\u8e2a\u7684\u8be6\u7ec6\u4fe1\u606f\u662f\u63d0\u4f9b\u5408\u89c4\u6027\u5ba1\u8ba1\u3001\u6539\u8fdb\u98ce\u9669\u7ba1\u7406\u4ee5\u53ca\u786e\u4fdd\u6570\u636e\u5b58\u50a8\u548c\u5904\u7406\u7b26\u5408\u7ec4\u7ec7\u653f\u7b56\u548c\u76d1\u7ba1\u6807\u51c6\u7684\u597d\u65b9\u6cd5\u3002<\/span><\/li>\n<\/ul>\n<div id=\"upcoming-banner-marker\"><\/div>\n<h2 id=\"data-lineage-and-data-classification\" class=\"\"><span>\u6570\u636e\u6cbf\u88ad\u548c\u6570\u636e\u5206\u7c7b<\/span><\/h2>\n<p><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/data-classification\/\"><span>\u6570\u636e\u5206\u7c7b<\/span><\/a><span>\u662f\u6839\u636e\u7528\u6237\u914d\u7f6e\u7684\u7279\u5f81\u5c06\u6570\u636e\u5206\u7c7b\u7684\u8fc7\u7a0b\u3002<\/span><\/p>\n<p><span>\u6570\u636e\u5206\u7c7b\u662f\u4fe1\u606f\u5b89\u5168\u548c\u5408\u89c4\u6027\u8ba1\u5212\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\uff0c\u7279\u522b\u662f\u5f53\u7ec4\u7ec7\u5b58\u50a8\u5927\u91cf\u6570\u636e\u65f6\u3002\u5b83\u901a\u8fc7\u5e2e\u52a9\u4e86\u89e3\u654f\u611f\u548c\u53d7\u76d1\u7ba1\u6570\u636e\u5728\u672c\u5730\u548c\u4e91\u4e2d\u7684\u5b58\u50a8\u4f4d\u7f6e\uff0c\u4e3a<\/span><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/data-security\/\"><span>\u6570\u636e\u5b89\u5168<\/span><\/a><span>\u7b56\u7565\u5960\u5b9a\u4e86\u575a\u5b9e\u7684\u57fa\u7840\u3002<\/span><\/p>\n<p><span>\u6b64\u5916\uff0c\u6570\u636e\u5206\u7c7b\u53ef\u4ee5\u63d0\u9ad8\u7528\u6237\u7684\u5de5\u4f5c\u6548\u7387\u548c\u51b3\u7b56\u80fd\u529b\uff0c\u5220\u9664\u4e0d\u5fc5\u8981\u7684\u6570\u636e\uff0c\u5e76\u964d\u4f4e\u5b58\u50a8\u548c\u7ef4\u62a4\u6210\u672c\u3002<\/span><\/p>\n<p><span>\u4e0e\u6570\u636e\u6cbf\u88ad\u7ed3\u5408\u65f6\uff0c\u6570\u636e\u5206\u7c7b\u5c24\u5176\u5f3a\u5927\uff1a<\/span><\/p>\n<ul>\n<li><span>\u6570\u636e\u5206\u7c7b\u6709\u52a9\u4e8e\u5b9a\u4f4d\u654f\u611f\u3001\u673a\u5bc6\u3001\u4e1a\u52a1\u5173\u952e\u6216\u7b26\u5408\u5408\u89c4\u6027\u8981\u6c42\u7684\u6570\u636e\u3002<\/span><\/li>\n<li><span>\u5bf9\u4e8e\u8fd9\u79cd\u6027\u8d28\u7684\u6bcf\u4e2a\u6570\u636e\u96c6\uff0c\u53ef\u4ee5\u4f7f\u7528\u6570\u636e\u6cbf\u88ad\u5de5\u5177\u6765\u8c03\u67e5\u5176\u5b8c\u6574\u751f\u547d\u5468\u671f\uff0c\u53d1\u73b0\u5b8c\u6574\u6027\u548c\u5b89\u5168\u95ee\u9898\u5e76\u89e3\u51b3\u5b83\u4eec\u3002<\/span><\/li>\n<\/ul>\n<h2 id=\"data-lineage-techniques-and-examples\" class=\"\"><span>\u6570\u636e\u6cbf\u88ad\u6280\u672f\u548c\u793a\u4f8b<\/span><\/h2>\n<p><span>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u7528\u4e8e\u5bf9\u6218\u7565\u6570\u636e\u96c6\u6267\u884c\u6570\u636e\u6cbf\u88ad\u7684\u5e38\u7528\u6280\u672f\u3002<\/span><\/p>\n<h3><span>\u57fa\u4e8e\u6a21\u5f0f\u7684\u8c31\u7cfb<\/span><\/h3>\n<p><span>\u8be5\u6280\u672f\u6267\u884c\u6cbf\u88ad\u800c\u4e0d\u5904\u7406\u7528\u4e8e\u751f\u6210\u6216\u8f6c\u6362\u6570\u636e\u7684\u4ee3\u7801\u3002\u5b83\u6d89\u53ca\u8868\u3001\u5217\u548c\u4e1a\u52a1\u62a5\u544a\u7684\u5143\u6570\u636e\u8bc4\u4f30\u3002\u4f7f\u7528\u6b64\u5143\u6570\u636e\uff0c\u5b83\u901a\u8fc7\u67e5\u627e\u6a21\u5f0f\u6765\u8c03\u67e5\u6cbf\u88ad\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4e24\u4e2a\u6570\u636e\u96c6\u5305\u542b\u5177\u6709\u76f8\u4f3c\u540d\u79f0\u548c\u975e\u5e38\u6570\u636e\u503c\u7684\u5217\uff0c\u5219\u5f88\u53ef\u80fd\u5728\u5176\u751f\u547d\u5468\u671f\u7684\u4e24\u4e2a\u9636\u6bb5\u4e2d\u8fd9\u662f\u76f8\u540c\u7684\u6570\u636e\u3002\u7136\u540e\uff0c\u8fd9\u4e24\u5217\u5728\u6570\u636e\u6cbf\u88ad\u56fe\u8868\u4e2d\u94fe\u63a5\u5728\u4e00\u8d77\u3002<\/span><\/p>\n<p><span>\u57fa\u4e8e\u6a21\u5f0f\u7684\u8c31\u7cfb\u7684\u4e3b\u8981\u4f18\u70b9\u662f\u5b83\u53ea\u76d1\u89c6\u6570\u636e\uff0c\u800c\u4e0d\u76d1\u89c6\u6570\u636e\u5904\u7406\u7b97\u6cd5\uff0c\u56e0\u6b64\u5b83\u4e0e\u6280\u672f\u65e0\u5173\u3002\u5b83\u53ef\u4ee5\u4ee5\u76f8\u540c\u7684\u65b9\u5f0f\u5728\u4efb\u4f55\u6570\u636e\u5e93\u6280\u672f\u4e2d\u4f7f\u7528\uff0c\u65e0\u8bba\u662f Oracle\u3001MySQL \u8fd8\u662f Spark\u3002<\/span><\/p>\n<p><span>\u7f3a\u70b9\u662f\u8fd9\u79cd\u65b9\u6cd5\u5e76\u4e0d\u603b\u662f\u51c6\u786e\u7684\u3002\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5b83\u53ef\u80fd\u4f1a\u4e22\u5931\u6570\u636e\u96c6\u4e4b\u95f4\u7684\u8fde\u63a5\uff0c\u7279\u522b\u662f\u5f53\u6570\u636e\u5904\u7406\u903b\u8f91\u9690\u85cf\u5728\u7f16\u7a0b\u4ee3\u7801\u4e2d\u5e76\u4e14\u5728\u4eba\u7c7b\u53ef\u8bfb\u7684\u5143\u6570\u636e\u4e2d\u4e0d\u660e\u663e\u65f6\u3002<\/span><\/p>\n<h3><span>\u6570\u636e\u6807\u8bb0\u7684\u6cbf\u88ad<\/span><\/h3>\n<p><span>\u8be5\u6280\u672f\u57fa\u4e8e\u8fd9\u6837\u7684\u5047\u8bbe\uff1a\u8f6c\u6362\u5f15\u64ce\u4ee5\u67d0\u79cd\u65b9\u5f0f\u6807\u8bb0\u6216\u6807\u8bb0\u6570\u636e\u3002\u4e3a\u4e86\u53d1\u73b0\u8c31\u7cfb\uff0c\u5b83\u4ece\u5934\u5230\u5c3e\u8ddf\u8e2a\u6807\u7b7e\u3002\u4ec5\u5f53\u60a8\u62e5\u6709\u63a7\u5236\u6240\u6709\u6570\u636e\u79fb\u52a8\u7684\u4e00\u81f4\u8f6c\u6362\u5de5\u5177\u5e76\u4e14\u60a8\u4e86\u89e3\u8be5\u5de5\u5177\u4f7f\u7528\u7684\u6807\u8bb0\u7ed3\u6784\u65f6\uff0c\u6b64\u65b9\u6cd5\u624d\u6709\u6548\u3002<\/span><\/p>\n<p><span>\u5373\u4f7f\u5b58\u5728\u8fd9\u6837\u7684\u5de5\u5177\uff0c\u901a\u8fc7\u6570\u636e\u6807\u8bb0\u7684\u6cbf\u88ad\u4e5f\u4e0d\u80fd\u5e94\u7528\u4e8e\u6ca1\u6709\u8be5\u5de5\u5177\u751f\u6210\u6216\u8f6c\u6362\u7684\u4efb\u4f55\u6570\u636e\u3002\u4ece\u8fd9\u4e2a\u610f\u4e49\u4e0a\u8bf4\uff0c\u5b83\u53ea\u9002\u5408\u5728\u5c01\u95ed\u6570\u636e\u7cfb\u7edf\u4e0a\u6267\u884c\u6570\u636e\u6cbf\u88ad\u3002<\/span><\/p>\n<h3><span>\u81ea\u6210\u4e00\u4f53\u7684\u8840\u7edf<\/span><\/h3>\n<p><span>\u4e00\u4e9b\u7ec4\u7ec7\u62e5\u6709\u63d0\u4f9b\u5b58\u50a8\u3001\u5904\u7406\u903b\u8f91\u548c\u4e3b\u6570\u636e\u7ba1\u7406 (MDM) \u7684\u6570\u636e\u73af\u5883\uff0c\u4ee5\u5bf9\u5143\u6570\u636e\u8fdb\u884c\u96c6\u4e2d\u63a7\u5236\u3002\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u8fd9\u4e9b\u73af\u5883\u5305\u542b\u4e00\u4e2a\u6570\u636e\u6e56\uff0c\u7528\u4e8e\u5b58\u50a8\u5176\u751f\u547d\u5468\u671f\u5404\u4e2a\u9636\u6bb5\u7684\u6240\u6709\u6570\u636e\u3002<\/span><\/p>\n<p><span>\u8fd9\u79cd\u7c7b\u578b\u7684\u81ea\u5305\u542b\u7cfb\u7edf\u672c\u8d28\u4e0a\u53ef\u4ee5\u63d0\u4f9b\u8c31\u7cfb\uff0c\u800c\u4e0d\u9700\u8981\u5916\u90e8\u5de5\u5177\u3002\u7136\u800c\uff0c\u4e0e\u6570\u636e\u6807\u8bb0\u65b9\u6cd5\u4e00\u6837\uff0c\u8c31\u7cfb\u5c06\u4e0d\u77e5\u9053\u5728\u6b64\u53d7\u63a7\u73af\u5883\u4e4b\u5916\u53d1\u751f\u7684\u4efb\u4f55\u4e8b\u60c5\u3002<\/span><\/p>\n<h3><span>\u89e3\u6790\u8c31\u7cfb<\/span><\/h3>\n<p><span>\u8fd9\u662f\u6700\u9ad8\u7ea7\u7684\u6cbf\u88ad\u5f62\u5f0f\uff0c\u5b83\u4f9d\u8d56\u4e8e\u7528\u4e8e\u5904\u7406\u6570\u636e\u7684\u81ea\u52a8\u8bfb\u53d6\u903b\u8f91\u3002\u8be5\u6280\u672f\u5bf9\u6570\u636e\u8f6c\u6362\u903b\u8f91\u8fdb\u884c\u9006\u5411\u5de5\u7a0b\uff0c\u4ee5\u6267\u884c\u5168\u9762\u7684\u7aef\u5230\u7aef\u8ddf\u8e2a\u3002<\/span><\/p>\n<p><span>\u8be5\u89e3\u51b3\u65b9\u6848\u90e8\u7f72\u8d77\u6765\u5f88\u590d\u6742\uff0c\u56e0\u4e3a\u5b83\u9700\u8981\u4e86\u89e3\u7528\u4e8e\u8f6c\u6362\u548c\u79fb\u52a8\u6570\u636e\u7684\u6240\u6709\u7f16\u7a0b\u8bed\u8a00\u548c\u5de5\u5177\u3002\u8fd9\u53ef\u80fd\u5305\u62ec\u63d0\u53d6-\u8f6c\u6362-\u52a0\u8f7d (ETL) \u903b\u8f91\u3001\u57fa\u4e8e SQL \u7684\u89e3\u51b3\u65b9\u6848\u3001JAVA \u89e3\u51b3\u65b9\u6848\u3001\u9057\u7559\u6570\u636e\u683c\u5f0f\u3001\u57fa\u4e8e XML \u7684\u89e3\u51b3\u65b9\u6848\u7b49\u3002<\/span><\/p>\n<h2 id=\"data-lineage-for-data-processing-ingestion-and-querying\" class=\"section-active\"><span>\u7528\u4e8e\u6570\u636e\u5904\u7406\u3001\u6444\u53d6\u548c\u67e5\u8be2\u7684\u6570\u636e\u6cbf\u88ad<\/span><\/h2>\n<p><span>\u5728\u6784\u5efa\u6570\u636e\u8054\u52a8\u7cfb\u7edf\u65f6\uff0c\u60a8\u9700\u8981\u8ddf\u8e2a\u7cfb\u7edf\u4e2d\u8f6c\u6362\u6216\u5904\u7406\u6570\u636e\u7684\u6bcf\u4e2a\u8fc7\u7a0b\u3002\u6570\u636e\u8f6c\u6362\u7684\u6bcf\u4e2a\u9636\u6bb5\u90fd\u9700\u8981\u6620\u5c04\u6570\u636e\u3002\u60a8\u9700\u8981\u8de8\u6570\u636e\u5e93\u548c ETL \u4f5c\u4e1a\u8ddf\u8e2a\u8868\u3001\u89c6\u56fe\u3001\u5217\u548c\u62a5\u544a\u3002<\/span><\/p>\n<p><span>\u4e3a\u4e86\u4fc3\u8fdb\u8fd9\u4e00\u70b9\uff0c\u4ece\u6bcf\u4e2a\u6b65\u9aa4\u6536\u96c6\u5143\u6570\u636e\uff0c\u5e76\u5c06\u5176\u5b58\u50a8\u5728\u53ef\u7528\u4e8e\u8c31\u7cfb\u5206\u6790\u7684\u5143\u6570\u636e\u5b58\u50a8\u5e93\u4e2d\u3002<\/span><\/p>\n<p><span>\u4ee5\u4e0b\u662f\u5728\u6570\u636e\u7ba1\u9053\u7684\u4e0d\u540c\u9636\u6bb5\u6267\u884c\u6cbf\u88ad\u7684\u65b9\u5f0f\uff1a<\/span><\/p>\n<ul>\n<li><b><span>\u6570\u636e\u6444\u53d6<\/span><\/b><span>\u2014\u2014\u8ddf\u8e2a\u6570\u636e\u6444\u53d6\u4f5c\u4e1a\u4e2d\u7684\u6570\u636e\u6d41\uff0c\u5e76\u68c0\u67e5\u6e90\u7cfb\u7edf\u548c\u76ee\u6807\u7cfb\u7edf\u4e4b\u95f4\u7684\u6570\u636e\u4f20\u8f93\u6216\u6620\u5c04\u4e2d\u7684\u9519\u8bef\u3002<\/span><\/li>\n<li><b><span>\u6570\u636e\u5904\u7406<\/span><\/b><span>\u2014\u2014\u8ddf\u8e2a\u5bf9\u6570\u636e\u6267\u884c\u7684\u7279\u5b9a\u64cd\u4f5c\u53ca\u5176\u7ed3\u679c\u3002\u4f8b\u5982\uff0c\u6570\u636e\u7cfb\u7edf\u8bfb\u53d6\u6587\u672c\u6587\u4ef6\uff0c\u5e94\u7528\u8fc7\u6ee4\u5668\uff0c\u5bf9\u7279\u5b9a\u5217\u4e2d\u7684\u503c\u8fdb\u884c\u8ba1\u6570\uff0c\u7136\u540e\u5199\u5165\u53e6\u4e00\u4e2a\u8868\u3002\u6bcf\u4e2a\u6570\u636e\u5904\u7406\u9636\u6bb5\u90fd\u7ecf\u8fc7\u5355\u72ec\u5206\u6790\uff0c\u4ee5\u8bc6\u522b\u9519\u8bef\u6216\u5b89\u5168\/\u5408\u89c4\u8fdd\u89c4\u884c\u4e3a\u3002<\/span><\/li>\n<li><b><span>\u67e5\u8be2\u5386\u53f2\u8bb0\u5f55\u2014\u2014\u8ddf\u8e2a\u7528\u6237\u67e5\u8be2\u6216\u4ece\u6570\u636e\u5e93\u548c<\/span><\/b><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/data-warehouse\/\"><span>\u6570\u636e\u4ed3\u5e93<\/span><\/a><span>\u7b49\u7cfb\u7edf\u751f\u6210\u7684\u81ea\u52a8\u62a5\u544a\u3002\u7528\u6237\u53ef\u4ee5\u6267\u884c\u8fc7\u6ee4\u3001\u8fde\u63a5\u7b49\u64cd\u4f5c\uff0c\u6709\u6548\u5730\u521b\u5efa\u65b0\u7684\u6570\u636e\u96c6\u3002\u8fd9\u4f7f\u5f97\u5bf9\u91cd\u8981\u67e5\u8be2\u548c\u62a5\u544a\u6267\u884c\u6570\u636e\u6cbf\u88ad\u4ee5\u9a8c\u8bc1\u6d41\u7a0b\u6570\u636e\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002\u6cbf\u88ad\u6570\u636e\u8fd8\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u4f18\u5316\u67e5\u8be2\u3002<\/span><\/li>\n<li><b><span>\u6570\u636e\u6e56<\/span><\/b><span>\u2014\u2014\u8ddf\u8e2a\u7528\u6237\u5bf9\u4e0d\u540c\u7c7b\u578b\u5bf9\u8c61\u6216\u4e0d\u540c\u6570\u636e\u5b57\u6bb5\u7684\u8bbf\u95ee\uff0c\u5e76\u8bc6\u522b\u5b89\u5168\u6216\u6cbb\u7406\u95ee\u9898\u3002\u7531\u4e8e\u5b58\u5728\u5927\u91cf\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u5728\u5927\u578b\u6570\u636e\u6e56\u4e2d\u5b9e\u65bd\u8fd9\u4e9b\u95ee\u9898\u53ef\u80fd\u4f1a\u5f88\u590d\u6742\u3002<\/span><\/li>\n<\/ul>\n<h2 id=\"imperva-data-protection-solutions\" class=\"\"><span>Imperva \u6570\u636e\u4fdd\u62a4\u89e3\u51b3\u65b9\u6848<\/span><\/h2>\n<p><span>Imperva \u63d0\u4f9b<\/span><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/data-discovery\/\"><span>\u6570\u636e\u53d1\u73b0<\/span><\/a><span>\u548c\u5206\u7c7b\uff0c\u63ed\u793a\u672c\u5730\u548c\u4e91\u4e2d\u6570\u636e\u7684\u4f4d\u7f6e\u3001\u6570\u91cf\u548c\u4e0a\u4e0b\u6587\u3002\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u60a8\u8bc6\u522b\u5173\u952e\u6570\u636e\u96c6\u4ee5\u6267\u884c\u8be6\u7ec6\u7684\u6570\u636e\u6cbf\u88ad\u5206\u6790\u3002<\/span><\/p>\n<p><span>\u9664\u4e86\u6570\u636e\u5206\u7c7b\u4e4b\u5916\uff0cImperva \u7684\u6570\u636e\u5b89\u5168\u89e3\u51b3\u65b9\u6848\u8fd8\u53ef\u4ee5\u4fdd\u62a4\u60a8\u7684\u6570\u636e\uff0c\u65e0\u8bba\u5176\u4f4d\u4e8e\u672c\u5730\u3001\u4e91\u4e2d\u8fd8\u662f\u6df7\u5408\u73af\u5883\u4e2d\u3002\u5b83\u8fd8\u4f7f\u5b89\u5168\u548c IT \u56e2\u961f\u80fd\u591f\u5168\u9762\u4e86\u89e3\u6570\u636e\u5728\u7ec4\u7ec7\u4e2d\u7684\u8bbf\u95ee\u3001\u4f7f\u7528\u548c\u79fb\u52a8\u65b9\u5f0f\u3002<\/span><\/p>\n<p><span>\u6211\u4eec\u7684\u7efc\u5408\u65b9\u6cd5\u4f9d\u8d56\u4e8e\u591a\u5c42\u4fdd\u62a4\uff0c\u5305\u62ec\uff1a<\/span><\/p>\n<ul>\n<li><b><span>\u6570\u636e\u5e93\u9632\u706b\u5899<\/span><\/b><span>\u2014 \u963b\u6b62<\/span><a href=\"https:\/\/www.imperva.com\/learn\/application-security\/sql-injection-sqli\/\"><span>SQL \u6ce8\u5165<\/span><\/a><span>\u548c\u5176\u4ed6\u5a01\u80c1\uff0c\u540c\u65f6\u8bc4\u4f30\u5df2\u77e5\u6f0f\u6d1e\u3002<\/span><\/li>\n<li><b><span>\u7528\u6237\u6743\u9650\u7ba1\u7406<\/span><\/b><span>\u2014\u2014\u76d1\u63a7\u7279\u6743\u7528\u6237\u7684\u6570\u636e\u8bbf\u95ee\u548c\u6d3b\u52a8\uff0c\u4ee5\u8bc6\u522b\u8fc7\u591a\u3001\u4e0d\u9002\u5f53\u548c\u672a\u4f7f\u7528\u7684\u6743\u9650\u3002<\/span><\/li>\n<li><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/data-masking\/\"><b><span>\u6570\u636e\u8131\u654f\u548c\u52a0\u5bc6<\/span><\/b><\/a><span>\u2014\u2014<\/span><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/data-obfuscation\/\"><span>\u6df7\u6dc6\u654f\u611f\u6570\u636e<\/span><\/a><span>\uff0c\u56e0\u6b64\u5373\u4f7f\u4ee5\u67d0\u79cd\u65b9\u5f0f\u63d0\u53d6\uff0c\u8fd9\u4e9b\u6570\u636e\u5bf9\u4e8e\u574f\u4eba\u6765\u8bf4\u4e5f\u662f\u65e0\u7528\u7684\u3002<\/span><\/li>\n<li><b><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/data-loss-prevention-dlp\/\"><span>\u6570\u636e\u4e22\u5931\u9632\u62a4<\/span><\/a><span>(DLP)<\/span><\/b><span>\u00a0\u2014 \u68c0\u67e5\u670d\u52a1\u5668\u3001\u4e91\u5b58\u50a8\u6216\u7aef\u70b9\u8bbe\u5907\u4e0a\u7684\u52a8\u6001\u6570\u636e\u3001\u9759\u6001\u6570\u636e\u3002<\/span><\/li>\n<li><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/ueba-user-and-entity-behavior-analytics\/\"><b><span>\u7528\u6237\u884c\u4e3a\u5206\u6790<\/span><\/b><\/a><span>\u2014\u2014\u5efa\u7acb\u6570\u636e\u8bbf\u95ee\u884c\u4e3a\u7684\u57fa\u7ebf\uff0c\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u6765\u68c0\u6d4b\u5f02\u5e38\u548c\u6f5c\u5728\u98ce\u9669\u6d3b\u52a8\u5e76\u53d1\u51fa\u8b66\u62a5\u3002<\/span><\/li>\n<li><b><span>\u6570\u636e\u5e93\u6d3b\u52a8\u76d1\u63a7<\/span><\/b><span>\u2014\u2014\u76d1\u63a7\u5173\u7cfb\u6570\u636e\u5e93\u3001\u6570\u636e\u4ed3\u5e93\u3001\u5927\u6570\u636e\u548c\u5927\u578b\u673a\uff0c\u4ee5\u751f\u6210\u6709\u5173\u7b56\u7565\u8fdd\u89c4\u7684\u5b9e\u65f6\u8b66\u62a5\u3002<\/span><\/li>\n<li><a href=\"https:\/\/www.imperva.com\/learn\/data-security\/alert-fatigue\/\"><b><span>\u8b66\u62a5\u4f18\u5148\u7ea7\u6392\u5e8f<\/span><\/b><\/a><span>\u2014\u2014Imperva 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