{"id":5298,"date":"2026-01-26T17:51:12","date_gmt":"2026-01-26T09:51:12","guid":{"rendered":"https:\/\/blog.lss.lol\/index.php\/2026\/01\/26\/ai%e4%bb%a3%e7%a0%81%e7%94%9f%e6%88%90%e5%b7%a5%e5%85%b7%e5%bc%95%e5%8f%91%e4%ba%89%e8%ae%ae%ef%bc%9a%e6%98%af%e6%95%88%e7%8e%87%e9%9d%a9%e5%91%bd%e8%bf%98%e6%98%af%e5%ae%89%e5%85%a8%e5%8d%b1-2\/"},"modified":"2026-01-26T17:51:12","modified_gmt":"2026-01-26T09:51:12","slug":"ai%e4%bb%a3%e7%a0%81%e7%94%9f%e6%88%90%e5%b7%a5%e5%85%b7%e5%bc%95%e5%8f%91%e4%ba%89%e8%ae%ae%ef%bc%9a%e6%98%af%e6%95%88%e7%8e%87%e9%9d%a9%e5%91%bd%e8%bf%98%e6%98%af%e5%ae%89%e5%85%a8%e5%8d%b1-2","status":"publish","type":"post","link":"https:\/\/blog.lss.lol\/index.php\/2026\/01\/26\/ai%e4%bb%a3%e7%a0%81%e7%94%9f%e6%88%90%e5%b7%a5%e5%85%b7%e5%bc%95%e5%8f%91%e4%ba%89%e8%ae%ae%ef%bc%9a%e6%98%af%e6%95%88%e7%8e%87%e9%9d%a9%e5%91%bd%e8%bf%98%e6%98%af%e5%ae%89%e5%85%a8%e5%8d%b1-2\/","title":{"rendered":"AI\u4ee3\u7801\u751f\u6210\u5de5\u5177\u5f15\u53d1\u4e89\u8bae\uff1a\u662f\u6548\u7387\u9769\u547d\u8fd8\u662f\u5b89\u5168\u5371\u673a\uff1f"},"content":{"rendered":"<h2>AI\u4ee3\u7801\u751f\u6210\u5de5\u5177\u7684\u5b89\u5168\u6f0f\u6d1e\u95ee\u9898\u6d6e\u51fa\u6c34\u9762<\/h2>\n<p>\u6700\u8fd1\uff0c\u4e00\u9879\u9488\u5bf9\u4e3b\u6d41AI\u4ee3\u7801\u751f\u6210\u5de5\u5177\u7684\u5b89\u5168\u8bc4\u4f30\u62a5\u544a\u5f15\u53d1\u4e86\u6280\u672f\u793e\u533a\u7684\u5e7f\u6cdb\u8ba8\u8bba\u3002\u7814\u7a76\u4eba\u5458\u53d1\u73b0\uff0c\u5305\u62ecGitHub 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cellspacing=\"0\">\n<thead>\n<tr>\n<th>\u6f0f\u6d1e\u7c7b\u578b<\/th>\n<th>\u51fa\u73b0\u9891\u7387<\/th>\n<th>\u5371\u9669\u7b49\u7ea7<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>SQL\u6ce8\u5165<\/td>\n<td>28%<\/td>\n<td>\u9ad8\u5371<\/td>\n<\/tr>\n<tr>\n<td>\u8de8\u7ad9\u811a\u672c(XSS)<\/td>\n<td>22%<\/td>\n<td>\u4e2d\u9ad8\u5371<\/td>\n<\/tr>\n<tr>\n<td>\u8def\u5f84\u904d\u5386<\/td>\n<td>15%<\/td>\n<td>\u4e2d\u5371<\/td>\n<\/tr>\n<tr>\n<td>\u786c\u7f16\u7801\u51ed\u8bc1<\/td>\n<td>12%<\/td>\n<td>\u9ad8\u5371<\/td>\n<\/tr>\n<tr>\n<td>\u7f13\u51b2\u533a\u6ea2\u51fa<\/td>\n<td>8%<\/td>\n<td>\u9ad8\u5371<\/td>\n<\/tr>\n<tr>\n<td>\u5176\u4ed6\u7c7b\u578b<\/td>\n<td>15%<\/td>\n<td>\u4e0d\u5b9a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u95ee\u9898\u6839\u6e90\uff1a\u8bad\u7ec3\u6570\u636e\u4e0e\u6a21\u5f0f\u5339\u914d\u7684\u5c40\u9650\u6027<\/h2>\n<p>\u8fd9\u4e9b\u5b89\u5168\u95ee\u9898\u7684\u4ea7\u751f\u5e76\u975e\u5076\u7136\uff0c\u800c\u662f\u4e0eAI\u4ee3\u7801\u751f\u6210\u5de5\u5177\u7684\u5de5\u4f5c\u539f\u7406\u5bc6\u5207\u76f8\u5173\u3002\u5f53\u524d\u7684\u4e3b\u6d41\u5de5\u5177\u4e3b\u8981\u57fa\u4e8e\u5927\u89c4\u6a21\u4ee3\u7801\u5e93\u8fdb\u884c\u8bad\u7ec3\uff0c\u800c\u8bad\u7ec3\u6570\u636e\u672c\u8eab\u5c31\u5305\u542b\u4e86\u5927\u91cf\u5b58\u5728\u5b89\u5168\u95ee\u9898\u7684\u4ee3\u7801\u6837\u672c\u3002<\/p>\n<p>AI\u6a21\u578b\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\uff0c\u5e76\u6ca1\u6709\u771f\u6b63\u7406\u89e3\u4ee3\u7801\u7684<strong>\u5b89\u5168\u8bed\u4e49<\/strong>\uff0c\u800c\u662f\u901a\u8fc7\u7edf\u8ba1\u6a21\u5f0f\u5339\u914d\u6765\u751f\u6210\u201c\u770b\u8d77\u6765\u5408\u7406\u201d\u7684\u4ee3\u7801\u3002\u5f53\u6a21\u578b\u9047\u5230\u4e0d\u5e38\u89c1\u7684\u573a\u666f\u6216\u590d\u6742\u7684\u5b89\u5168\u7ea6\u675f\u65f6\uff0c\u5c31\u5bb9\u6613\u4ea7\u751f\u6709\u7f3a\u9677\u7684\u4ee3\u7801\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u6307\u51fa\u51e0\u4e2a\u5173\u952e\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u8bad\u7ec3\u6570\u636e\u4e2d\u5b89\u5168\u4ee3\u7801\u4e0e\u4e0d\u5b89\u5168\u4ee3\u7801\u7684\u6bd4\u4f8b\u5931\u8861<\/li>\n<li>\u6a21\u578b\u7f3a\u4e4f\u5bf9\u5b89\u5168\u89c4\u5219\u7684\u663e\u5f0f\u7f16\u7801\u548c\u7406\u89e3<\/li>\n<li>\u4e0a\u4e0b\u6587\u7406\u89e3\u4e0d\u8db3\u5bfc\u81f4\u5ffd\u7565\u91cd\u8981\u7684\u5b89\u5168\u7ea6\u675f<\/li>\n<li>\u8fc7\u5ea6\u4f9d\u8d56\u7edf\u8ba1\u6a21\u5f0f\u800c\u975e\u903b\u8f91\u63a8\u7406<\/li>\n<\/ul>\n<h3>\u5b9e\u9645\u6848\u4f8b\u5206\u6790\uff1a\u4e00\u4e2a\u5178\u578b\u7684\u6f0f\u6d1e\u573a\u666f<\/h3>\n<p>\u5728\u6d4b\u8bd5\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u8981\u6c42AI\u5de5\u5177\u751f\u6210\u4e00\u4e2a\u7528\u6237\u767b\u5f55\u9a8c\u8bc1\u7684\u4ee3\u7801\u7247\u6bb5\u3002\u5de5\u5177\u751f\u6210\u7684\u4ee3\u7801\u867d\u7136\u529f\u80fd\u4e0a\u80fd\u591f\u8fd0\u884c\uff0c\u4f46\u5b58\u5728\u4e25\u91cd\u7684\u5b89\u5168\u95ee\u9898\uff1a<\/p>\n<blockquote>\n<p>\u201c\u751f\u6210\u7684\u4ee3\u7801\u76f4\u63a5\u62fc\u63a5\u7528\u6237\u8f93\u5165\u6784\u5efaSQL\u67e5\u8be2\uff0c\u6ca1\u6709\u4f7f\u7528\u53c2\u6570\u5316\u67e5\u8be2\u6216\u9884\u5904\u7406\u8bed\u53e5\u3002\u8fd9\u79cd\u6a21\u5f0f\u5728\u8bad\u7ec3\u6570\u636e\u4e2d\u9891\u7e41\u51fa\u73b0\uff0c\u56e0\u4e3a\u8bb8\u591a\u5f00\u6e90\u9879\u76ee\u548c\u6559\u7a0b\u90fd\u91c7\u7528\u4e86\u8fd9\u79cd\u4e0d\u5b89\u5168\u7684\u5199\u6cd5\u3002AI\u6a21\u578b\u5b66\u4f1a\u4e86\u8fd9\u79cd\u6a21\u5f0f\uff0c\u5374\u6ca1\u6709\u5b66\u4f1a\u5b83\u80cc\u540e\u7684\u5b89\u5168\u98ce\u9669\u3002\u201d<\/p>\n<\/blockquote>\n<h2>\u884c\u4e1a\u5e94\u5bf9\u63aa\u65bd\u4e0e\u53d1\u5c55\u65b9\u5411<\/h2>\n<p>\u9762\u5bf9\u8fd9\u4e9b\u6311\u6218\uff0cAI\u4ee3\u7801\u5de5\u5177\u63d0\u4f9b\u5546\u5df2\u7ecf\u5f00\u59cb\u91c7\u53d6\u884c\u52a8\u3002GitHub\u8fd1\u671f\u5ba3\u5e03\u5c06\u4e3aCopilot\u5f15\u5165\u4e13\u95e8\u7684\u5b89\u5168\u68c0\u67e5\u529f\u80fd\uff0c\u800cAmazon\u4e5f\u5728CodeWhisperer\u4e2d\u52a0\u5f3a\u4e86\u5b89\u5168\u626b\u63cf\u673a\u5236\u3002<\/p>\n<p>\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848\u9700\u8981\u591a\u7ba1\u9f50\u4e0b\uff1a<\/p>\n<ol>\n<li><strong>\u6539\u8fdb\u8bad\u7ec3\u6570\u636e\u8d28\u91cf<\/strong>\uff1a\u7b5b\u9009\u548c\u6e05\u7406\u8bad\u7ec3\u6570\u636e\u96c6\uff0c\u589e\u52a0\u5b89\u5168\u4ee3\u7801\u793a\u4f8b\u7684\u6743\u91cd<\/li>\n<li><strong>\u96c6\u6210\u5b89\u5168\u68c0\u6d4b<\/strong>\uff1a\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u5b9e\u65f6\u8fdb\u884c\u9759\u6001\u4ee3\u7801\u5b89\u5168\u5206\u6790<\/li>\n<li><strong>\u589e\u5f3a\u4e0a\u4e0b\u6587\u7406\u89e3<\/strong>\uff1a\u8ba9\u6a21\u578b\u66f4\u597d\u5730\u7406\u89e3\u9879\u76ee\u7684\u5b89\u5168\u8981\u6c42\u548c\u7ea6\u675f<\/li>\n<li><strong>\u5f00\u53d1\u8005\u6559\u80b2<\/strong>\uff1a\u660e\u786e\u544a\u77e5\u7528\u6237AI\u751f\u6210\u4ee3\u7801\u9700\u8981\u4eba\u5de5\u5b89\u5168\u5ba1\u67e5<\/li>\n<\/ol>\n<h3>\u5b89\u5168\u589e\u5f3a\u578bAI\u4ee3\u7801\u5de5\u5177\u7684\u5173\u952e\u7279\u6027<\/h3>\n<p>\u4e0b\u4e00\u4ee3AI\u4ee3\u7801\u5de5\u5177\u97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