{"id":4133,"date":"2026-02-04T16:14:58","date_gmt":"2026-02-04T08:14:58","guid":{"rendered":"https:\/\/fushuling.com\/?p=4133"},"modified":"2026-02-04T18:34:28","modified_gmt":"2026-02-04T10:34:28","slug":"joern-%e5%85%a5%e9%97%a8","status":"publish","type":"post","link":"https:\/\/fushuling.com\/index.php\/2026\/02\/04\/joern-%e5%85%a5%e9%97%a8\/","title":{"rendered":"Joern \u5165\u95e8"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u524d\u8a00<\/h1>\n\n\n\n<p>\u6700\u8fd1\u624b\u4e0a\u521a\u597d\u6709\u4e00\u4e2a\u9700\u8981\u505a\u4e24\u4e2a\u65b9\u6cd5\u95f4\u53ef\u8fbe\u6027\u5206\u6790\u7684\u9700\u6c42\uff0c\u4e14\u76ee\u6807\u662f\u591a\u8bed\u8a00\u7684\uff0c\u56e0\u6b64 tai-e \u4e4b\u7c7b\u5355\u8bed\u8a00\u7684\u5de5\u5177\u5c31\u884c\u4e0d\u901a\u4e86\u3002\u5f53\u65f6\u8bd5\u4e86\u8bd5\u5e38\u89c1\u7684\u591a\u8bed\u8a00\u5206\u6790\u5206\u6790\u5de5\u5177\uff0c\u6bd4\u5982 codeql\u3001\u8682\u8681\u65b0\u51fa\u7684 YASA \u4e4b\u7c7b\u7684\uff0ccodeql\u6bcf\u79cd\u8bed\u8a00\u7684 api \u4e0d\u592a\u4e00\u6837\uff0c\u517c\u5bb9\u6027\u5f88\u4f4e\uff0c\u6bd5\u7adf codeql \u867d\u7136\u81ea\u79f0\u662f\u591a\u8bed\u8a00\u7684\u5206\u6790\u5de5\u5177\uff0c\u4f46\u5176\u5b9e\u8fd8\u662f\u5bf9\u6bcf\u79cd\u8bed\u8a00\u4e13\u95e8\u505a\u4e86\u4e00\u4e2a AST\uff0c\u4ee3\u7801\u590d\u7528\u7387\u5f88\u4f4e\uff1b\u800c YASA \u867d\u7136\u5229\u7528 UAST \u5bf9\u591a\u8bed\u8a00\u505a\u4e86\u5927\u4e00\u7edf\uff0c\u4ee3\u7801\u590d\u7528\u7387\u6bd4\u8f83\u9ad8\uff0c\u4f46 YASA \u6bd5\u7adf\u53ea\u662f\u4e00\u4e2a\u9762\u5411\u5b89\u5168\u573a\u666f\u7684\u6c61\u70b9\u5206\u6790\u5de5\u5177\uff0c\u5728\u7a0b\u5e8f\u5206\u6790\u4e0a\u7684\u80fd\u529b\u6709\u70b9\u4e0d\u5c3d\u5982\u610f\uff1b\u6700\u540e\u95ee\u4e86\u95ee\u597d\u5927\u54e5 yulate\uff0c\u7ed9\u6211\u63a8\u8350\u4e86 Joern\uff0c\u8bd5\u4e86\u8bd5\u679c\u7136\u4e0d\u8d56\uff0c\u65e2\u597d\u4e0a\u624b\u53c8\u5f88\u597d\u7528\uff0c\u5b8c\u7f8e\u7684\u89e3\u51b3\u4e86\u6211\u5f53\u524d\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u539f\u7406\u6d45\u6790<\/h1>\n\n\n\n<p>\u5bf9\u4e8e\u591a\u8bed\u8a00\u9759\u6001\u5206\u6790\u5927\u4e00\u7edf\u8fd9\u4e2a\u95ee\u9898\uff0c\u4e0d\u540c\u7684\u5de5\u5177\u7ed9\u51fa\u4e86\u4e0d\u4e00\u6837\u7684\u89e3\u51b3\u601d\u8def\uff0c\u4e0a\u9762\u4e5f\u5df2\u7ecf\u7b80\u5355\u4ecb\u7ecd\u8fc7\u4e86\u3002<\/p>\n\n\n\n<p>YASA \u91c7\u7528\u7684\u65b9\u5f0f\u662f\u4ed6\u4eec\u81ea\u5df1\u63d0\u51fa\u4e86\u4e00\u5957\u65b0\u7684\u4e2d\u95f4\u8868\u793a <strong>UAST(Unified Abstract Syntax Tree)<\/strong>\uff0c\u7b80\u5355\u6765\u8bb2\uff0c\u4ed6\u4eec\u5c3d\u53ef\u80fd\u7684\u5c06\u4e0d\u540c\u8bed\u8a00\u7684 AST \u7528\u540c\u4e00\u79cd\u8282\u70b9\u517c\u5bb9\uff0c\u65e0\u8bba\u662f java\u3001python \u8fd8\u662f go\uff0c\u5927\u5bb6\u90fd\u6709 if \u6761\u4ef6\u53e5\u7b49\u5171\u6709\u7684\u7ed3\u6784\uff0c\u6240\u4ee5\u90fd\u80fd\u7528 <code>IfStatement<\/code> \u7b49\u8282\u70b9\u505a\u517c\u5bb9\uff0c\u4f46\u4e0d\u540c\u8bed\u8a00\u6bd5\u7adf\u6709\u5f88\u591a\u4e0d\u540c\u7684\u5dee\u5f02\uff0c\u50cf python\u3001go\u7b49\u8bed\u8a00\u90fd\u6709\u81ea\u5df1\u72ec\u7279\u7684\u7279\u6027\uff0c\u56e0\u6b64\u4e3a\u4e86\u517c\u5bb9\u8fd9\u4e9b\u7279\u6027\uff0cYASA \u505a\u4e86\u4e00\u4e9b\u7279\u5b9a\u7684\u8bed\u8a00\u8282\u70b9\uff0c\u6bd4\u5982 python \u7684 <code>YieldExpression<\/code> \u6216 Go \u7684 <code>ChanType<\/code>\uff0c\u8fd9\u5c31\u662f\u6574\u4f53\u7684\u601d\u8def\uff0c\u5728\u6c61\u70b9\u4f20\u64ad\u4e0a\u4e5f\u662f\u540c\u7406\uff0c\u5927\u5bb6\u90fd\u6709\u53d8\u91cf\u8d4b\u503c\u3001\u65b9\u6cd5\u8c03\u7528\u7b49\u5171\u6709\u7684\u4f20\u64ad\u65b9\u5f0f\uff0c\u4e5f\u6709\u4e00\u4e9b\u6bcf\u79cd\u8bed\u8a00\u7279\u6709\u7684\u4f20\u64ad\u65b9\u5f0f\uff0c\u4e5f\u9700\u8981\u4e0d\u65ad\u7684\u505a\u517c\u5bb9\u3002\u901a\u8fc7\u4e3b\u5e72\u7684<strong>\u901a\u7528\u903b\u8f91<\/strong>\u5c3d\u53ef\u80fd\u7684\u8986\u76d6\u6240\u6709\u8bed\u8a00\uff0c\u518d\u8f85\u4ee5\u6bcf\u79cd\u8bed\u8a00\u72ec\u7279\u7684\u7279\u6027\u505a\u652f\u6491\uff0cYASA \u7684\u6574\u4f53\u539f\u7406\u4fbf\u662f\u5982\u6b64\u3002<\/p>\n\n\n\n<p>codeql \u4f9d\u8d56\u4e8e\u7279\u5b9a\u8bed\u8a00\u7684\u63d0\u53d6\u5668\u548c\u6570\u636e\u5e93\u6a21\u5f0f\uff0c\u5c06\u6bcf\u79cd\u8bed\u8a00\u8f6c\u5316\u6210\u5bf9\u5e94\u7684 AST \u4fdd\u5b58\u5728\u6570\u636e\u5e93\uff0c\u5c06\u7a0b\u5e8f\u5206\u6790\u7684\u8fc7\u7a0b(\u6bd4\u5982\u627e Source \u5230 Sink \u7684\u8def\u5f84)\u8f6c\u6362\u6210\u6570\u636e\u5e93\u7684\u67e5\u8be2\uff0c\u5373 ql \u8bed\u53e5\uff0c\u53d8\u6210\u67e5\u8be2\u4e00\u6761\u7c7b\u4f3c s<code>elect source where sink = xxx<\/code> \u7684\u8bed\u53e5\uff1bWALA\/LLVM \u7684\u505a\u6cd5\u8f83\u4e3a\u5e95\u5c42\uff0c\u5c06\u4e0d\u540c\u8bed\u8a00\u7684\u7a0b\u5e8f\u5206\u6790\u95ee\u9898\u62bd\u8c61\u6210\u5e95\u5c42\u7684 SSA \u5f62\u5f0f\uff0c\u7f3a\u70b9\u5f88\u660e\u663e\uff0c\u5c31\u662f\u96be\u4ee5\u7cbe\u51c6\u6355\u6349\u52a8\u6001\u8bed\u8a00\u7684\u9ad8\u7ea7\u8bed\u4e49<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/202624-1.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/202624-1.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p>Joern \u9009\u62e9\u7684\u65b9\u5f0f\u662f\u5229\u7528 <code>CPG(Code Property Graph)<\/code>\uff0c\u5168\u79f0\u53eb\u505a<strong>\u4ee3\u7801\u5c5e\u6027\u56fe<\/strong>\uff0c\u57282014\u5e74\u7684 S&amp;P \u4e0a\u7531\u8bba\u6587<code>\u300aModeling and Discovering Vulnerabilities with Code Property Graphs\u300b<\/code>\u63d0\u51fa\uff0c\u53ef\u4ee5\u770b\u5230 CPG \u8bde\u751f\u5728\u7f51\u5b89\u9876\u4f1a\u4e0a\uff0c\u4e5f\u80fd\u60f3\u5230\u5b83\u7684\u51fa\u73b0\u4e5f\u662f\u4e3a\u4e86\u89e3\u51b3\u5b89\u5168\u95ee\u9898\u7684\uff0c\u7b80\u5355\u6765\u8bf4\uff0c CPG \u628a AST + CFG + PDG \u878d\u5408\u6210\u4e00\u4e2a\u201c\u80fd\u8dd1\u590d\u6742\u7a0b\u5e8f\u8bed\u4e49\u67e5\u8be2\u201d\u7684\u7edf\u4e00\u56fe\u6a21\u578b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AST\uff08Abstract Syntax Tree\uff0c\u62bd\u8c61\u8bed\u6cd5\u6811\uff09<\/strong>\uff1aAST \u662f\u201c\u4ee3\u7801\u7684\u8bed\u6cd5\u7ed3\u6784\u201d\uff0c\u628a\u6e90\u7801\u6309\u8bed\u8a00\u8bed\u6cd5\u89c4\u5219\u89e3\u6790\u6210\u4e00\u68f5\u6811\uff0c\u7528\u4e8e\u5c06\u590d\u6742\u7684\u539f\u59cb\u4ee3\u7801\u8fdb\u884c\u62bd\u8c61<\/li>\n\n\n\n<li><strong>CFG\uff08Control Flow Graph\uff0c\u63a7\u5236\u6d41\u56fe\uff09<\/strong>\uff1aCFG \u662f\u201c\u7a0b\u5e8f\u600e\u4e48\u8dd1\u201d\uff0c\u628a\u4ee3\u7801\u62c6\u6210\u57fa\u672c\u5757\uff0c\u7528\u8fb9\u8868\u793a\u6267\u884c\u987a\u5e8f\uff0c\u5229\u7528 CFG \u53ef\u4ee5\u62bd\u8c61\u51fa\u4ee3\u7801\u7684<strong>\u6267\u884c\u8fc7\u7a0b<\/strong><\/li>\n\n\n\n<li><strong>PDG\uff08Program Dependence Graph\uff0c\u7a0b\u5e8f\u4f9d\u8d56\u56fe\uff09<\/strong>\uff1aPDG = \u6570\u636e\u4f9d\u8d56 + \u63a7\u5236\u4f9d\u8d56\uff0c\u6570\u636e\u4f9d\u8d56\u5173\u6ce8\u6570\u636e\u662f\u600e\u4e48\u6d41\u52a8\u7684\uff0c\u6bd4\u5982\u67d0\u53d8\u91cf\u662f\u5426\u6765\u81ea\u7528\u6237\u8f93\u5165\uff0c\u662f\u6c61\u70b9\u5206\u6790\u7684\u6838\u5fc3\uff1b\u63a7\u5236\u4f9d\u8d56\u5173\u6ce8\u67d0\u6761\u8bed\u53e5\u662f\u5426\u4f9d\u8d56\u67d0\u4e2a\u6761\u4ef6\u662f\u5426\u6210\u7acb\uff0c\u5373\u54ea\u4e9b\u5224\u65ad\u63a7\u5236\u4e86\u5b83\u662f\u5426\u80fd\u591f\u6267\u884c<\/li>\n<\/ul>\n\n\n\n<p>\u4f20\u7edf\u7684\u9759\u6001\u5206\u6790\u603b\u5f52\u6709\u7f3a\u9677\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AST\uff1a\u8bed\u6cd5\u5f88\u6e05\u695a\uff0c\u4f46<strong>\u4e0d\u77e5\u9053\u600e\u4e48\u6267\u884c<\/strong><\/li>\n\n\n\n<li>CFG\uff1a\u6267\u884c\u8def\u5f84\u6709\u4e86\uff0c\u4f46<strong>\u4e0d\u77e5\u9053\u6570\u636e\u4ece\u54ea\u6765<\/strong><\/li>\n\n\n\n<li>PDG \/ DFG\uff1a\u6570\u636e\u4f9d\u8d56\u6709\u4e86\uff0c\u4f46<strong>\u7ed3\u6784\u4e0a\u4e0b\u6587\u4e22\u4e86<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u800c\u5bf9\u4e8e\u5e38\u89c1\u7684\u5b89\u5168\u95ee\u9898\uff0c\u6bd4\u5982\u6c61\u70b9\u7c7b\u578b\u7684\u6f0f\u6d1e\uff0c\u6211\u4eec\u5173\u6ce8\u7684\u4e1c\u897f\u6a2a\u8de8\u4e86\u4e09\u8005\uff1a<strong>\u67d0\u4e2a\u5916\u90e8\u8f93\u5165\uff0c\u662f\u5426\u5728\u67d0\u6761\u53ef\u6267\u884c\u8def\u5f84\u4e0a\uff0c\u672a\u7ecf\u6821\u9a8c\u6d41\u5165\u4e86\u4e00\u4e2a\u5371\u9669\u51fd\u6570<\/strong>\uff0c\u5355\u7528 AST \/ CFG \/ DFG\uff0c\u7b54\u6848\u90fd\u4e0d\u5b8c\u6574\uff0c\u800c\u901a\u8fc7 CPG \u53ef\u4ee5\u5b8c\u6574\u7684\u83b7\u53d6\u6211\u4eec\u6240\u6709\u9700\u8981\u7684\u4fe1\u606f\uff0c\u5728\u67e5\u8be2\u4e2d\u5efa\u7acb\u590d\u6742\u7684\u7ea6\u675f\uff1a\u5728\u540c\u4e00\u6267\u884c\u8def\u5f84\u4e0a\u662f\u5426\u5b58\u5728 <code>source \u2192\uff08\u65e0 sanitize\uff09\u2192 sink<\/code> \uff0c\u8fd9\u6837\u5c31\u5f88\u80fd\u5927\u7a0b\u5ea6\u7684\u89e3\u51b3\u6316\u6d1e\u7684\u95ee\u9898<\/p>\n\n\n\n<p>\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u5229\u7528 CPG \u5c31\u53ef\u4ee5\u505a\u591a\u8bed\u8a00\uff0c\u7406\u7531\u5176\u5b9e\u4e5f\u5f88\u7b80\u5355\uff0c\u53ea\u8981\u4f60\u80fd\u5c06\u4e0d\u540c\u8bed\u8a00\u7684 AST \u90fd\u7edf\u4e00\u8f6c\u6362\u6210 CPG\uff0c\u5927\u5bb6\u5f53\u7136\u90fd\u80fd\u7528\u540c\u4e00\u5957\u89c4\u5219\u5728 CPG \u4e2d\u505a\u67e5\u8be2\uff0c\u6211\u4eec\u7ffb\u770b joern \u7684\u76ee\u5f55\uff0c\u4e5f\u53ef\u4ee5\u770b\u5230\u5f88\u591a\u53eb <code>xxx2cpg<\/code> \u7684\u795e\u79d8\u53ef\u6267\u884c\u6587\u4ef6\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-152807-4-2.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-152807-4-2.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p>\u53ea\u8981\u4f60\u95f2\u5f97\u614c\uff0c\u4e3a\u4f60\u60f3\u517c\u5bb9\u7684\u8bed\u8a00\u505a\u597d AST->CPG \u7684\u8f6c\u6362\uff0c\u5c31\u53ef\u4ee5\u65b9\u4fbf\u7684\u517c\u5bb9\u65b0\u7684\u8bed\u8a00\uff0c\u800c codeql \u8fd9\u4e48\u4e45\u4e86\u8fd8\u6ca1\u517c\u5bb9 php\uff0c\u5c31\u662f\u56e0\u4e3a codeql \u7684\u8de8\u8bed\u8a00\u517c\u5bb9\u5176\u5b9e\u505a\u7684\u5f88\u4e0d\u597d\uff0c\u4e0d\u4f46\u4e0d\u5f00\u6e90\uff0c\u800c\u4e14\u5bf9\u4e8e\u6bcf\u79cd\u8bed\u8a00\u90fd\u6709\u81ea\u5df1\u7684\u89e3\u6790\u903b\u8f91\uff0c\u5bf9\u4e8e joern \u800c\u8a00\uff0c\u4f60\u53ea\u9700\u8981\u505a\u597d AST->CPG \u7684\u8f6c\u6362\uff0c\u5176\u4ed6\u5de5\u4f5c\u90fd\u80fd\u7528\u7edf\u4e00\u7684\u5f15\u64ce\u505a\u67e5\u8be2\uff0c\u800c codeql \u8fd8\u5f97\u505a\u4e00\u6b21\u53c8\u4e00\u6b21\u7684\u9002\u914d<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u5b9e\u6218\u6f14\u7ec3<\/h1>\n\n\n\n<p>joern \u7684\u73af\u5883\u642d\u5efa\u5176\u5b9e\u5f88\u7b80\u5355\uff0c\u5f00\u53d1\u8005\u751a\u81f3\u76f4\u63a5\u6253\u5305\u597d\u4e86\uff0c\u5c31\u8fd9\u4e2a joern-cli\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>https:&#47;&#47;github.com\/joernio\/joern\/releases<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-153229-4-3.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-153229-4-3.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p>\u89e3\u538b\u51fa\u6765\u5c31\u957f\u8fd9\u6837\uff0cwindows \u7528 xxx.bat\uff0clinux \u76f4\u63a5\u7528\u53ef\u6267\u884c\u6587\u4ef6\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-153318-4-4.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-153318-4-4.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" style=\"width:719px;height:auto\"\/><\/div><\/figure>\n\n\n\n<p>\u7ecf\u8fc7\u6211\u7684\u89c2\u5bdf\uff0cjs \u548c python \u505a\u6e90\u7801\u5230 CPG \u8f6c\u6362\u7684\u8fd9\u4e00\u6b65\u4f3c\u4e4e\u5df2\u7ecf\u76f4\u63a5\u6253\u5305\u5728 joern.bat \u91cc\u9762\u4e86\uff0c\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u7528 <code>importCode(\"\u4ee3\u7801\u5730\u5740\")<\/code> \u8fd9\u4e00\u6b65\u5bfc\u5165\u6e90\u7801\uff0c joern \u4f1a\u81ea\u52a8\u505a CPG \u8f6c\u6362\uff0c\u7136\u540e\u4f60\u5c31\u53ef\u4ee5\u5f00\u59cb\u6109\u5feb\u7684\u5f00\u59cb\u67e5\u4e1c\u897f\u4e86\uff1b\u4f46\u5bf9\u4e8e\u4e00\u4e9b\u53ef\u80fd\u662f\u540e\u6765\u624d\u517c\u5bb9\u8fdb\u6765\u7684\u8bed\u8a00\uff0c\u6bd4\u5982 java\u3001go\uff0c\u76ee\u5f55\u91cc\u662f\u76f4\u63a5\u63d0\u4f9b\u4e86 javasrc2cpg.bat \uff0c\u6240\u4ee5\u6211\u4eec\u8fd8\u5f97\u5148\u624b\u52a8\u8f6c\u6210 CPG \u7136\u540e\u505a\u5bfc\u5165<\/p>\n\n\n\n<p>\u8fd9\u91cc\u6211\u968f\u4fbf\u627e\u4e86\u4e00\u4e2a java \u9879\u76ee\uff1a<a href=\"https:\/\/gitee.com\/opencc\/JFlow\">https:\/\/gitee.com\/opencc\/JFlow<\/a>\uff0c\u6211\u672c\u5730\u7684\u6e90\u7801\u7248\u672c\u53ef\u80fd\u548c\u7ebf\u4e0a\u6709\u70b9\u4e0d\u4e00\u6837\uff0c\u5927\u5bb6\u4ee5\u5b66\u4e60\u4e3a\u4e3b\u5373\u53ef\uff0c\u6211\u4eec\u7684\u76ee\u6807\u5c31\u662f\u67e5\u51fa\u6765\u4e0b\u9762\u8fd9\u4e2a\u5178\u578b\u7684 SQL \u6ce8\u5165\u6f0f\u6d1e\u4ee3\u7801\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>    public final Object Demo_SFTable_EmpsByDeptNo(String token, String deptNo)\n    {\n        \/\/\u6839\u636etoken\u767b\u5f55.\n        try\n        {\n            Port_GenerToken(token);\n\n            DataTable dt = DBAccess.RunSQLReturnTable(\"SELECT No,Name FROM Port_Emp WHERE FK_Dept='\" + deptNo + \"' ORDER BY No\");\n            dt.Columns.get(0).ColumnName  = \"No\";\n            dt.Columns.get(1).ColumnName = \"Name\"; \/\/\u8fd9\u91cc\u662f\u6545\u610f\u5904\u7406, \u7528\u4e8e\u6d4b\u8bd5\u662f\u5426\u53ef\u4ee5\u8f6c\u5316\u4e3a\u6807\u51c6\u683c\u5f0f\u7684\u5b57\u5178.\n            return Return_Info(200, \"\u6267\u884c\u6210\u529f\", bp.tools.Json.ToJson(dt));\n        }\n        catch (RuntimeException ex)\n        {\n            return Return_Info(500, \"\u6267\u884c\u5931\u8d25\", ex.getMessage());\n        }\n    }<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-154103-4-5.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-154103-4-5.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p>\u5f88\u663e\u7136\uff0c\u53c2\u6570 <code>deptNo<\/code> \u88ab\u76f4\u63a5\u62fc\u63a5\u5728\u4e86 SQL \u8bed\u53e5\u91cc\u7136\u540e\u76f4\u63a5\u505a\u4e86\u67e5\u8be2\uff0c\u5b58\u5728\u4e00\u76ee\u4e86\u7136\u7684 SQL \u6ce8\u5165\uff0c\u90a3\u4e48\u5c31\u8ba9\u6211\u4eec\u7528 Joern \u6765\u81ea\u52a8\u5316\u7684\u53d1\u73b0\u8fd9\u7c7b\u6c61\u70b9\u578b\u6f0f\u6d1e\u5427\uff01<\/p>\n\n\n\n<p>\u9996\u5148\u6211\u4eec\u9700\u8981\u5c06\u539f\u59cb\u7684 java \u9879\u76ee\u8f6c\u6210 CPG\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>D:\/BaiduNetdiskDownload\/joern-cli\/joern-cli\/javasrc2cpg.bat -J-Xmx8092m D:\/BaiduNetdiskDownload\/jflow\/jflow-web --output temp_cpg.bin.zip<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-154500-4-6.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-154500-4-6.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u6765\u5728\u5f53\u524d\u8def\u5f84\u4e0b\u5e94\u8be5\u53ef\u4ee5\u770b\u5230\u4e00\u4e2a temp_cpg.bin.zip\uff0c\u8fd9\u5c31\u662f\u6211\u4eec\u7684 CPG\u4e86\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-154540-4-7.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-154540-4-7.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p>\u7136\u540e\u8f93\u5165 <code>joern.bat<\/code> \u7684\u8def\u5f84\u52a0\u8f7d\u8fdb joern \u7684\u9875\u9762\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-154735-4-8.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-154735-4-8.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p>\u63a5\u7740\u7528 <code>importCpg(\".\/temp_cpg.bin.zip\")<\/code> \u5f15\u5165 CPG(\u5bf9\u4e8e js \u548c python \u53ef\u4ee5\u76f4\u63a5\u7528  <code>importCode(\"\u4ee3\u7801\u5730\u5740\")<\/code> \u5bfc\u5165\u6e90\u7801\uff0cjoern \u4f1a\u81ea\u52a8\u505a CPG \u7684\u8f6c\u6362)<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-154934-4-9.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-154934-4-9.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u5bf9\u5b83\u8fdb\u884c\u67e5\u8be2\u4e86\uff0c\u5bf9\u4e8e\u4f20\u7edf\u7684\u6c61\u70b9\u5206\u6790\u95ee\u9898\uff0c\u6211\u4eec\u9700\u8981\u4e09\u6b65\uff1a\u8bbe\u7f6e Source\u3001\u8bbe\u7f6e Sink\u3001\u6267\u884c\u67e5\u8be2\uff0cjoern \u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e2a\u53eb\u505a <code>reachableByFlows<\/code> \u7684\u63a5\u53e3\u53ef\u4ee5\u65b9\u4fbf\u7684\u505a\u53ef\u8fbe\u6027\u5206\u6790\uff0c\u9996\u5148\u5b9a\u4e49 Source\uff0c\u8fd9\u91cc\u6211\u505a\u7684\u9650\u5236\u662f <strong>\u6240\u6709\u4f4d\u4e8e @GetMapping \/ @PostMapping \u65b9\u6cd5\u4e2d\u7684 String \u7c7b\u578b\u65b9\u6cd5\u53c2\u6570<\/strong>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>val src = cpg.method.parameter.where(_.typeFullNameExact(\"java.lang.String\")).where(_.method.annotation.name(\".*GetMapping|.*PostMapping\"))<\/code><\/pre>\n\n\n\n<p>\u63a5\u7740\u5b9a\u4e49 Sink\uff0c\u8fd9\u91cc\u6211\u4eec\u53ea\u9700\u8981\u627e\u5230\u5b58\u5728 <code>RunSQLReturnTable <\/code>\u8c03\u7528\u7684\u8282\u70b9\u5373\u53ef\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>val sink = cpg.call.name(\"RunSQLReturnTable\")<\/code><\/pre>\n\n\n\n<p>\u6700\u540e\u4e00\u6b65\u8fdb\u884c\u67e5\u8be2\uff0c\u5224\u65ad Source \u662f\u5426\u771f\u7684\u53ef\u4ee5\u6d41\u5411 Sink\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sink.reachableByFlows(src).p<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-160410-4-10.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-160410-4-10.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p>\u53ef\u4ee5\u770b\u5230\u4e00\u4e0b\u67e5\u51fa\u6765\u4e86\u5f88\u591a\u4e1c\u897f\uff0c\u5f53\u7136\uff0c\u6709\u4e9b\u6267\u884c\u8def\u5f84\u662f\u6709\u6d1e\u7684\uff0c\u6709\u4e9b\u662f\u6ca1\u6d1e\u7684\uff0c\u4e0b\u9762\u8fd9\u4e2a\u5c31\u662f\u6211\u4eec\u60f3\u67e5\u7684\u8def\u5f84\uff0c\u53ef\u4ee5\u5f88\u660e\u663e\u7684\u770b\u5230\u53c2\u6570 <code>deptNo<\/code> \u901a\u8fc7\u62fc\u63a5\u88ab <code>RunSQLReturnTable<\/code> \u6267\u884c\u4e86\uff0c\u5b58\u5728\u663e\u800c\u6613\u89c1\u7684 SQL \u6ce8\u5165\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-160653-4-11.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-160653-4-11.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u7528\u7c7b\u4f3c cursor \u7684 vibe coding \u5de5\u5177\u8ba9 LLM \u505a\u8def\u5f84\u9a8c\u8bc1\uff0cjoern \u7684\u8f93\u51fa\u4e2d\u6709\u6781\u4e3a\u8be6\u7ec6\u7684\u8c03\u8bd5\u4fe1\u606f\uff0c\u5bf9\u4e8e LLM \u800c\u8a00\u53ef\u4ee5\u5f88\u7cbe\u786e\u7684\u9a8c\u8bc1\u6267\u884c\u8def\u5f84\u4e2d\u662f\u5426\u771f\u7684\u5b58\u5728\u6f0f\u6d1e\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-161014-4-12.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/fushuling-1309926051.cos.ap-shanghai.myqcloud.com\/2026\/02\/QQ20260204-161014-4-12.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" style=\"width:475px;height:auto\"\/><\/div><\/figure>\n\n\n\n<p>\u4e0a\u9762\u7684\u8fd9\u5957 CPG+LLM \u7684\u7ec4\u5408\u62f3\u601d\u8def\u6765\u81ea\u4e8e <strong>LLMxCPG<\/strong>&nbsp;\uff0c\u867d\u7136\u73b0\u5728 LLM \u5f88\u53d1\u8fbe\uff0c\u4f46\u9002\u5408\u4f20\u7edf\u5de5\u5177\u505a\u7684\u4e8b\u4e5f\u5e94\u5f53\u62ff\u4f20\u7edf\u5de5\u5177\u505a\uff0c LLM \u5f3a\u5728\u5206\u6790\u548c\u7814\u5224\uff0c\u6211\u4eec\u5e94\u5f53\u8ba9\u5b83\u505a\u5b83\u9002\u5408\u7684\u4e8b\uff0c\u5373\u5224\u65ad\u67d0\u4e2a\u8def\u5f84\u662f\u5426\u771f\u7684\u5b58\u5728\u6f0f\u6d1e\uff0c\u5bf9\u4e8e\u67e5\u8be2\u8def\u5f84\u8fd9\u79cd\u810f\u6d3b\u7d2f\u6d3b\uff0c\u8fd8\u662f\u9002\u5408 joern\u3001codeql \u8fd9\u7c7b\u4f20\u7edf\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u3002\u4e00\u4e2a\u597d\u6d88\u606f\u662f\uff0cjoern \u662f\u591a\u8bed\u8a00\u901a\u7528\u7684\uff0cLLM \u4e5f\u662f\u591a\u8bed\u8a00\u901a\u7528\u7684\uff0c\u56e0\u6b64 LLM+CPG \u7684\u601d\u8def\u4e5f\u80fd\u6cbf\u7528\u5230\u591a\u8bed\u8a00\u7684\u6f0f\u6d1e\u5206\u6790\u573a\u666f\u4e0a\uff0c\u901a\u8fc7\u540c\u4e00\u5957\u56fa\u5b9a\u7684\u89c4\u5219\u5373\u53ef\u5728\u4e0d\u540c\u8bed\u8a00\u4e0a\u505a\u7cbe\u786e\u7684\u5b89\u5168\u5206\u6790<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u6700\u8fd1\u624b\u4e0a\u521a\u597d\u6709\u4e00\u4e2a\u9700\u8981\u505a\u4e24\u4e2a\u65b9\u6cd5\u95f4\u53ef\u8fbe\u6027\u5206\u6790\u7684\u9700\u6c42\uff0c\u4e14\u76ee\u6807\u662f\u591a\u8bed\u8a00\u7684\uff0c\u56e0\u6b64 tai-e \u4e4b\u7c7b\u5355\u8bed\u8a00\u7684\u5de5\u5177 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-4133","post","type-post","status-publish","format-standard","hentry","category-13"],"_links":{"self":[{"href":"https:\/\/fushuling.com\/index.php\/wp-json\/wp\/v2\/posts\/4133","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fushuling.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fushuling.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fushuling.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fushuling.com\/index.php\/wp-json\/wp\/v2\/comments?post=4133"}],"version-history":[{"count":2,"href":"https:\/\/fushuling.com\/index.php\/wp-json\/wp\/v2\/posts\/4133\/revisions"}],"predecessor-version":[{"id":4135,"href":"https:\/\/fushuling.com\/index.php\/wp-json\/wp\/v2\/posts\/4133\/revisions\/4135"}],"wp:attachment":[{"href":"https:\/\/fushuling.com\/index.php\/wp-json\/wp\/v2\/media?parent=4133"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fushuling.com\/index.php\/wp-json\/wp\/v2\/categories?post=4133"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fushuling.com\/index.php\/wp-json\/wp\/v2\/tags?post=4133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}