{"id":83524,"date":"2024-08-15T09:00:00","date_gmt":"2024-08-15T01:00:00","guid":{"rendered":"https:\/\/blog.trendmicro.com.tw\/?p=83524"},"modified":"2024-08-15T14:23:09","modified_gmt":"2024-08-15T06:23:09","slug":"ai-%e7%a8%8b%e5%bc%8f%e8%a8%ad%e8%a8%88%e4%b8%ad%e7%9a%84%e5%b9%bb%e8%b1%a1%ef%bc%9a%e5%b9%bb%e8%a6%ba%e8%88%87%e7%a8%8b%e5%bc%8f%e7%a2%bc%e5%8f%af%e4%bf%a1%e5%ba%a6","status":"publish","type":"post","link":"https:\/\/blog.trendmicro.com.tw\/?p=83524","title":{"rendered":"AI \u7a0b\u5f0f\u8a2d\u8a08\u4e2d\u7684\u5e7b\u8c61\uff1a\u5e7b\u89ba\u8207\u7a0b\u5f0f\u78bc\u53ef\u4fe1\u5ea6"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\"><\/h1>\n\n\n\n<p>\u96a8\u8457 Microsoft\u3001Nuance\u3001Mix \u53ca Google CCAI Insights \u7b49\u5168\u7403\u77e5\u540d\u4f01\u696d\u7d1b\u7d1b\u5c0e\u5165\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) \u8207\u751f\u6210\u5f0f\u9810\u8a13\u7df4\u8f49\u63db\u5668 (GPT\uff0c\u5982 <a href=\"https:\/\/chatgpt.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">ChatGPT<\/a>)\uff0c\u696d\u754c\u4e5f\u6380\u8d77\u4e86\u4e00\u6ce2\u9769\u547d\u6027\u8f49\u8b8a\u3002\u7576\u9019\u4e9b\u65b0\u7684\u6280\u8853\u8d8a\u4f86\u8d8a\u666e\u904d\uff0c\u5f88\u91cd\u8981\u7684\u5c31\u662f\u8981\u4e86\u89e3\u5176\u95dc\u9375\u7684\u884c\u70ba\u3001\u512a\u52e2\u4ee5\u53ca\u76f8\u95dc\u7684\u98a8\u96aa\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><\/p>\n<\/blockquote>\n\n\n\n<p>GPT \u5c6c\u65bc LLM \u7684\u4e00\u7a2e\uff0c\u662f\u76ee\u524d\u4eba\u5de5\u667a\u6167 (AI) \u767c\u5c55\u7684\u6700\u524d\u7dda\uff0c\u9019\u985e\u6a21\u578b\u7531 <a href=\"https:\/\/openai.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI<\/a> \u5728 2018 \u5e74\u7387\u5148\u63a8\u51fa\uff0c\u63a1\u7528\u8f49\u63db\u5668 (transformer) \u67b6\u69cb\uff0c\u4e26\u4e14\u9810\u5148\u7d93\u904e\u672a\u6a19\u8a18\u6587\u5b57\u8cc7\u6599\u96c6\u7684\u5927\u91cf\u8a13\u7df4\uff0c\u56e0\u800c\u80fd\u5920\u7522\u751f\u985e\u4f3c\u4eba\u985e\u7684\u53cd\u61c9\u3002\u9019\u4e9b\u6a21\u578b\u64c5\u9577\u7406\u89e3\u4f7f\u7528\u8005\u63d0\u793a\u7684\u7d30\u5fae\u5dee\u7570\u3001\u6587\u6cd5\u8207\u60c5\u5883\u3002\u5230\u4e86 2023 \u5e74\u5de6\u53f3\uff0cGPT \u5df2\u7d93\u6210\u70ba LLM \u7684\u6a19\u7aff\uff0c\u5f9e\u6b64\u4e4b\u5f8c\u5e7e\u4e4e<a href=\"https:\/\/www.techtarget.com\/whatis\/feature\/12-of-the-best-large-language-models\" target=\"_blank\" rel=\"noreferrer noopener\">\u7121\u6240\u4e0d\u5728<\/a>&nbsp;\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-5.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"321\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-5-1024x321.png\" alt=\"\u5716 1\uff1aChatGPT \u554f\u4e16\u5f8c\u5404\u7a2e\u516c\u958b\u7684 LLM \u7522\u54c1\u3002\" class=\"wp-image-83525\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-5-1024x321.png 1024w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-5-300x94.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-5-768x240.png 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-5-1536x481.png 1536w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-5-2048x641.png 2048w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-5-30x9.png 30w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u5716 1\uff1aChatGPT \u554f\u4e16\u5f8c\u5404\u7a2e\u516c\u958b\u7684 LLM \u7522\u54c1\u3002<\/em><\/figcaption><\/figure>\n\n\n\n<!--more-->\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u958b\u767c\u4eba\u54e1\u958b\u59cb\u4ef0\u8cf4 GPT<\/h2>\n\n\n\n<p>ChatGPT \u7684\u5d1b\u8d77\uff0c\u4f7f\u5f97\u5927\u91cf\u7684\u958b\u767c\u4eba\u54e1\u958b\u59cb\u5c07\u5b83\u61c9\u7528\u5728\u7a0b\u5f0f\u958b\u767c\u4e0a\u3002\u6839\u64da <a href=\"https:\/\/ar5iv.labs.arxiv.org\/html\/2403.15600\" target=\"_blank\" rel=\"noreferrer noopener\">Sonatype \u7684 2023 \u5e74\u5831\u544a<\/a>\u6307\u51fa\uff0c\u6709 97% \u7684\u958b\u767c\u4eba\u54e1\u8207\u8cc7\u5b89\u9818\u5c0e\u4eba\u5c07\u751f\u6210\u5f0f AI (\u5c24\u5176\u662f LLM) \u6574\u5408\u81f3\u4ed6\u5011\u7684\u958b\u767c\u6d41\u7a0b\u7576\u4e2d\u3002\u7136\u800c\uff0c<a href=\"https:\/\/arxiv.org\/pdf\/2108.09293\" target=\"_blank\" rel=\"noreferrer noopener\">\u5148\u524d\u6709\u7814\u7a76<\/a>\u767c\u73fe\uff0cGPT \u6240\u7522\u751f\u7684\u7a0b\u5f0f\u78bc\u7576\u4e2d\u6709 <strong>40%<\/strong> \u5b58\u5728\u8457<a href=\"https:\/\/www.trendmicro.com\/de_de\/devops\/23\/e\/chatgpt-security-vulnerabilities.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u6f0f\u6d1e<\/a>\u3002\u672c\u6587\u4e3b\u8981\u8a0e\u8ad6 ChatGPT \u53e6\u4e00\u500b\u6709\u53ef\u80fd\u88ab\u64cd\u5f04\u7684\u98a8\u96aa\uff0c\u90a3\u5c31\u662f\uff1aChatGPT \u7684\u56de\u61c9\u7576\u4e2d\u542b\u6709\u6839\u672c\u4e0d\u5b58\u5728\u7684\u8edf\u9ad4\u5957\u4ef6\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u5148\u524d\u7684\u7814\u7a76<\/h2>\n\n\n\n<p>\u4e4b\u524d<a href=\"https:\/\/vulcan.io\/blog\/ai-hallucinations-package-risk\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u696d\u754c<\/a>\u5c31\u6709\u7814\u7a76\u66fe\u805a\u7126\u5728\u300c<a href=\"https:\/\/www.lasso.security\/blog\/ai-package-hallucinations\" target=\"_blank\" rel=\"noreferrer noopener\">AI \u5957\u4ef6\u5e7b\u89ba<\/a>\u300d\u7684\u554f\u984c\u4e0a\uff0c\u4e5f\u5c31\u662f GPT \u6703\u5efa\u8b70\u4f7f\u7528\u8005\u4f7f\u7528\u4e00\u4e9b\u6839\u672c\u4e0d\u5b58\u5728\u7684\u8edf\u9ad4\u5957\u4ef6\u3002\u9019\u554f\u984c\u82e5\u4e0d\u89e3\u6c7a\uff0c\u5f88\u53ef\u80fd\u5e36\u4f86\u56b4\u91cd\u7684\u5f8c\u679c\uff0c\u56e0\u70ba\u99ed\u5ba2\u53ef\u85c9\u6b64\u5c07\u4f7f\u7528\u8005\u5e36\u5230\u4ed6\u5011\u7684\u60e1\u610f\u5957\u4ef6\u3002\u672c\u6587\u8a0e\u8ad6\u9019\u985e\u300c\u5e7b\u89ba\u300d(hallucination) \u5982\u4f55\u884d\u751f\u51fa\u4e00\u4e9b\u66f4\u9ebb\u7169\u7684\u554f\u984c\uff0c\u4f8b\u5982\u67d0\u6848\u4f8b\u7684\u60c5\u6cc1\uff1a\u539f\u672c\u4ee5\u70ba\u662f AI \u7684\u5e7b\u89ba\uff0c\u5728\u6df1\u5165\u8ffd\u67e5\u4e4b\u5f8c\u624d\u767c\u73fe\u662f\u8cc7\u6599\u610f\u5916\u906d\u5230\u4e0b\u6bd2\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f7f\u7528 ChatGPT \u4f86\u64b0\u5beb\u7a0b\u5f0f<\/h2>\n\n\n\n<p>\u525b\u958b\u59cb\u5b78\u7fd2 JavaScript (JS) \u7684\u65b0\u624b\u5f88\u53ef\u80fd\u6703\u60f3\u8981\u5c0b\u627e\u4e00\u4e9b\u5feb\u901f\u7684\u65b9\u6cd5\u4f86\u89e3\u6c7a\u554f\u984c\uff0c\u4f8b\u5982\u4e0b\u5716\u7684\u9019\u6bb5 ChatGPT \u5c0d\u8a71\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-6.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"618\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-6-1024x618.png\" alt=\"\u5716 2\uff1aChatGPT \u5206\u4eab\u7684\u4e00\u6bb5\u5c0d\u8a71\uff0c\u4f7f\u7528\u8005\u8acb ChatGPT \u5e6b\u5fd9\u5beb\u51fa\u53ef\u5217\u51fa JavaScript (JS) \u6a94\u6848\u4e2d\u6240\u6709\u51fd\u5f0f\u7684\u7a0b\u5f0f\u78bc\u3002\" class=\"wp-image-83526\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-6-1024x618.png 1024w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-6-300x181.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-6-768x464.png 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-6-30x18.png 30w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-6.png 1376w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u5716 2\uff1aChatGPT <a href=\"https:\/\/chat.openai.com\/share\/f3b05f17-80c6-4545-999e-991e7f2bc5d2\" target=\"_blank\" rel=\"noreferrer noopener\">\u5206\u4eab\u7684\u4e00\u6bb5\u5c0d\u8a71<\/a>\uff0c\u4f7f\u7528\u8005\u8acb ChatGPT \u5e6b\u5fd9\u5beb\u51fa\u53ef\u5217\u51fa JavaScript (JS) \u6a94\u6848\u4e2d\u6240\u6709\u51fd\u5f0f\u7684\u7a0b\u5f0f\u78bc\u3002<\/em><\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u5c0d\u8a71\u4e2d\u4f7f\u7528\u8005\u5c0d ChatGPT \u6240\u4e0b\u7684\u63d0\u793a\u70ba\uff1a\u300cHelp me write a function in typescript to list all new functions declared and used in a main.js file\u300d(\u8acb\u5e6b\u6211\u7528 Typescript \u64b0\u5beb\u4e00\u500b\u51fd\u5f0f\u4f86\u5217\u51fa\u4e00\u500b main.js \u6a94\u6848\u4e2d\u5ba3\u544a\u53ca\u7528\u5230\u7684\u6240\u6709\u65b0\u51fd\u5f0f)\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-7.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"624\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-7-1024x624.png\" alt=\"\" class=\"wp-image-83527\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-7-1024x624.png 1024w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-7-300x183.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-7-768x468.png 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-7-30x18.png 30w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-7.png 1420w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u5716 3\uff1aChatGPT <a href=\"https:\/\/chat.openai.com\/share\/64231e42-bccb-4587-819a-b35c7f976e5c\" target=\"_blank\" rel=\"noreferrer noopener\">\u5206\u4eab\u5c0d\u8a71<\/a>\u7684\u53e6\u4e00\u500b\u7248\u672c\uff0c\u540c\u6a23\u662f\u8981\u6c42\u5217\u51fa\u4e00\u500b JS \u6a94\u6848\u4e2d\u7684\u6240\u6709\u51fd\u5f0f\u3002<\/em><\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>ChatGPT \u56de\u7b54\u8868\u793a\u53ef\u80fd\u8981\u7528\u5230\u4e00\u500b\u540d\u70ba\u300cts-migrate-parser\u300d\u7684\u7bc0\u9ede\u5957\u4ef6\u7ba1\u7406\u54e1 (Node Package Manager\uff0c\u7c21\u7a31 <a href=\"https:\/\/npmjs.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">NPM<\/a>)\u3002\u76f8\u4fe1\u9019\u6bb5\u56de\u61c9\u7684\u4f7f\u7528\u8005\u53ef\u80fd\u5c31\u6703\u53bb\u516c\u958b\u7684 NPM \u767b\u9304 (\u4e00\u500b\u958b\u653e\u539f\u59cb\u78bc\u5e73\u53f0) \u4e0b\u8f09\u9019\u500b\u5957\u4ef6\uff0c\u7136\u5f8c\u57f7\u884c ChatGPT \u5efa\u8b70\u7684\u6307\u4ee4\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-8.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"540\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-8-1024x540.png\" alt=\"\" class=\"wp-image-83528\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-8-1024x540.png 1024w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-8-300x158.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-8-768x405.png 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-8-30x16.png 30w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-8.png 1256w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u5716 4\uff1a\u516c\u958b\u7684 NPM \u767b\u9304\u4e2d\u4e26\u6c92\u6709\u300cts-migrate-parser\u300d\u9019\u500b NPM \u5957\u4ef6\u3002<\/em><\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u7136\u800c\uff0cNPM \u767b\u9304\u4e0a\u6839\u672c\u6c92\u6709\u9019\u500b\u5957\u4ef6\u3002\u56e0\u6b64\uff0c\u5047\u4f7f\u99ed\u5ba2\u5728\u516c\u958b\u767b\u9304\u300cnpmjs.org\u300d\u4e0a\u5efa\u7acb\u4e86\u4e00\u500b\u60e1\u610f\u5957\u4ef6\uff0c\u4e26\u5c07\u5b83\u547d\u540d\u70ba\u300cts-migrate-parser\u300d\uff0c\u9019\u6a23\u5c31\u80fd\u76f4\u63a5\u611f\u67d3\u4e0b\u8f09\u9019\u500b\u5957\u4ef6\u7684\u7cfb\u7d71\uff0c\u5982\u4e0b\u5716\u6240\u793a\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-9.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"620\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-9-1024x620.png\" alt=\"\" class=\"wp-image-83529\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-9-1024x620.png 1024w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-9-300x182.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-9-768x465.png 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-9-30x18.png 30w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-9.png 1231w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u5716 5\uff1a\u5229\u7528 GPT \u7684\u56de\u61c9\u8207\u60e1\u610f\u76f8\u4f9d\u5143\u4ef6\u767c\u52d5\u60e1\u610f\u653b\u64ca\u7684\u6d41\u7a0b\u3002<\/em><\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u4e8b\u60c5\u767c\u751f\u7d93\u904e\uff1a<\/p>\n\n\n\n<ul>\n<li>AI \u4ee3\u7406\u7a0b\u5f0f\u8207\u958b\u767c\u4eba\u54e1\u900f\u904e\u7121\u5bb3\u6216\u5584\u610f\u7684\u63d0\u793a\u4f86\u4f7f\u7528 ChatGPT\u3002<\/li>\n\n\n\n<li>LLM \u8a13\u7df4\u6642\u4f7f\u7528\u7684\u8cc7\u6599\u96c6\u5305\u542b\u4e86\u53cb\u5584\u53ca\u6709\u5bb3\u7684\u8cc7\u6599\u3002LLM \u5728\u6536\u5230\u63d0\u793a\u6642\u7522\u751f\u4e86\u4e00\u6bb5\u56de\u61c9\u3002<\/li>\n\n\n\n<li>ChatGPT \u7684\u56de\u61c9\u53ef\u80fd\u53c3\u7167\u5230\u67d0\u500b\u4e0d\u5b58\u5728\u7684\u5957\u4ef6\u3002\u5982\u679c\u958b\u767c\u4eba\u54e1\u672a\u7d93\u67e5\u8b49\u5c31\u76f8\u4fe1\u4e86\uff0c\u90a3\u9ebc\u7cfb\u7d71\u5c31\u53ef\u80fd\u88ab\u99ed\u5ba2\u5165\u4fb5\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u8b93\u4eba\u61f7\u7591\u662f\u5426\u70ba\u5e7b\u89ba<\/h2>\n\n\n\n<p>\u9019\u53ef\u80fd\u662f\u56e0\u70ba ChatGPT \u51fa\u73fe\u4e86\u5e7b\u89ba\uff0c\u6b64\u73fe\u8c61\u662f\u6307 GPT \u7522\u751f\u4e86\u932f\u8aa4\u7684\u56de\u61c9\uff0c\u6216\u5c07\u932f\u8aa4\u7684\u8cc7\u8a0a\u8aa4\u8a8d\u70ba\u662f\u4e8b\u5be6\u3002\u5e7b\u89ba\u7684\u767c\u751f\u6709\u53ef\u80fd\u662f\u8a13\u7df4\u8cc7\u6599\u6709\u9650\u3001\u6216\u662f\u6a21\u578b\u7684\u504f\u5dee\uff0c\u4ea6\u6216\u662f\u8a9e\u8a00\u592a\u904e\u8907\u96dc\u6240\u5c0e\u81f4\u3002<\/p>\n\n\n\n<p>\u99ed\u5ba2\u53ef\u904b\u7528\u4e00\u4e9b\u624b\u6cd5\u4f86\u5e72\u64fe\u958b\u653e\u539f\u59cb\u78bc\u751f\u614b\u7cfb\u4f9b\u61c9\u93c8 (\u5982 NPM \u767b\u9304)\uff0c\u5305\u62ec\uff1a<a href=\"https:\/\/medium.com\/@alex.birsan\/dependency-confusion-4a5d60fec610\" target=\"_blank\" rel=\"noreferrer noopener\">\u6df7\u6dc6\u76f8\u4f9d\u6027<\/a>\u3001\u7d93\u7531<a href=\"https:\/\/docs.npmjs.com\/threats-and-mitigations#by-registering-an-expired-email-domain\" target=\"_blank\" rel=\"noreferrer noopener\">\u63a5\u7ba1\u96fb\u5b50\u90f5\u4ef6\u7db2\u57df<\/a>\u7684\u65b9\u5f0f\u4f86\u63a5\u7ba1\u5e33\u865f\u3001\u6545\u610f\u62fc\u932f\u5e38\u7528\u5957\u4ef6\u7684\u540d\u7a31\uff0c\u6216\u4f7f\u7528\u5f37\u5ea6\u592a\u5f31\u7684\u5bc6\u78bc\u3002<\/p>\n\n\n\n<p>\u65e2\u7136\u8a72\u5957\u4ef6\u5728\u516c\u958b\u767b\u9304\u4e2d\u4e26\u4e0d\u5b58\u5728\uff0c\u90a3\u9ebc GPT \u5f88\u53ef\u80fd\u662f\u51fa\u73fe\u4e86\u5e7b\u89ba\u3002\u4e0d\u904e\uff0cLLM \u56de\u61c9\u7684\u932f\u8aa4\u4e5f\u53ef\u80fd\u662f\u56e0\u70ba\u5176\u4ed6\u539f\u56e0\u9020\u6210\uff0c\u4e0d\u4e00\u5b9a\u662f\u5e7b\u89ba\u3002\u4ee5\u4e0b\u5c31\u662f\u53e6\u4e00\u7a2e\u89c0\u9ede\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u8ffd\u8e64 GPT \u7684\u539f\u59cb\u8cc7\u6599<\/h2>\n\n\n\n<p>\u6839\u64da\u5206\u4eab\u5c0d\u8a71\u7684\u9023\u7d50\u986f\u793a\uff0c\u9019\u4e9b\u56de\u61c9\u767c\u751f\u5728 2023 \u5e74 9 \u6708\u3002\u8981\u9a57\u8b49\u662f\u4e0d\u662f\u5e7b\u89ba\uff0c\u6211\u5011\u7684\u60f3\u6cd5\u662f\uff1a\u5982\u679c\u6211\u5011\u53ef\u4ee5\u627e\u5230\u7db2\u8def\u4e0a\u66fe\u7d93\u63d0\u5230\u300cts-migrate-parser\u300d\u9019\u500b\u5957\u4ef6\uff0c\u90a3\u8aaa\u5b83\u662f\u5e7b\u89ba\u5c31\u4e0d\u592a\u7ad9\u5f97\u4f4f\u8173\u3002\u6211\u5011\u641c\u5c0b\u4e86\u4e00\u4e0b\u7db2\u969b\u7db2\u8def\uff0c\u770b\u770b\u662f\u5426\u80fd\u627e\u5230\u6709\u54ea\u88e1\u66fe\u7d93\u63d0\u5230\u300cts-migrate-parser\u300d\u9019\u500b\u5957\u4ef6\uff0c\u6700\u5f8c\u6211\u5011\u5728\u516c\u958b\u7684 GitHub \u5132\u5b58\u5eab\u627e\u5230\u4e00\u500b\u4f8b\u5b50\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-10.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"459\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-10-1024x459.png\" alt=\"\" class=\"wp-image-83530\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-10-1024x459.png 1024w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-10-300x134.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-10-768x344.png 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-10-1536x688.png 1536w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-10-30x13.png 30w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-10.png 1651w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u5716 6\uff1a<a href=\"https:\/\/github.com\/ALIPHATICHYD\/NITHUB-HATCH-DEV-TASKS\/blob\/72814d3582b487f0f21b5ea942b3eaad28ef1437\/LEARN.md?plain=1#L256\" target=\"_blank\" rel=\"noreferrer noopener\">GitHub \u4e0a\u63d0\u5230<\/a>\u300cts-migrate-parser\u300d\u7684\u4f8b\u5b50\u3002<\/em><\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u300cts-migrate-parser\u300d\u9019\u500b\u5957\u4ef6\u5728 2023 \u5e74 6 \u6708 8 \u65e5\u9001\u4ea4\u7684\u7a0b\u5f0f\u78bc\u4e2d\u6709\u63d0\u5230\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-11.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"432\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-11-1024x432.png\" alt=\"\" class=\"wp-image-83531\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-11-1024x432.png 1024w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-11-300x127.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-11-768x324.png 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-11-1536x648.png 1536w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-11-30x13.png 30w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/image-11.png 1651w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u5716 7\uff1a<a href=\"https:\/\/github.com\/ALIPHATICHYD\/NITHUB-HATCH-DEV-TASKS\/commit\/60c7e4090a0a5c03629e256afdee6941fb5d0435\" target=\"_blank\" rel=\"noreferrer noopener\">2023 \u5e74 6 \u6708 8 \u65e5\u9001\u4ea4<\/a>\u7684\u7a0b\u5f0f\u78bc\u63d0\u5230\u4e86\u300cts-migrate-parser\u300d\u3002<\/em><\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u6709\u4e86\u9019\u500b\u4f8b\u5b50\uff0c\u90a3\u6211\u5011\u5c31\u5f97\u8003\u616e ChatGPT \u4e26\u975e\u51fa\u73fe\u5e7b\u89ba (\u63db\u53e5\u8a71\u8aaa\uff0cGPT \u4e26\u975e\u6191\u7a7a\u60f3\u50cf)\u3002\u6211\u5011\u7121\u6cd5\u78ba\u77e5 OpenAI \u5728\u8a13\u7df4 GPT \u6642\u4f7f\u7528\u4e86\u4ec0\u9ebc\u6a23\u7684\u8cc7\u6599\u96c6\uff0c\u6709\u53ef\u80fd\u5728\u8a13\u7df4\u6642\u78ba\u5be6\u7528\u5230\u4e86\u9019\u4e9b\u8cc7\u6599\uff0c\u6240\u4ee5\u624d\u5c0e\u81f4\u90a3\u6a23\u7684\u56de\u61c9\u3002\u540c\u6a23\u5730\uff0c\u4e5f\u6709\u53ef\u80fd\u300cts-migrate-parser\u300d\u662f\u500b\u79c1\u4eba\u7684 NPM \u5957\u4ef6\uff0c\u4f46\u5176\u6587\u4ef6\u662f\u516c\u958b\u7684\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u8cc7\u6599\u4e0b\u6bd2<\/h2>\n\n\n\n<p>\u6240\u8b02\u7684\u300c<a href=\"https:\/\/owasp.org\/www-project-machine-learning-security-top-10\/docs\/ML02_2023-Data_Poisoning_Attack\" target=\"_blank\" rel=\"noreferrer noopener\">\u8cc7\u6599\u4e0b\u6bd2<\/a>\u300d\u662f\u6307\u99ed\u5ba2\u85c9\u7531\u7ac4\u6539 AI \u548c ML \u7cfb\u7d71\u7684\u8a13\u7df4\u8cc7\u6599\u4f86\u767c\u52d5\u653b\u64ca\u7684\u4e00\u7a2e\u624b\u6cd5\u3002GPT \u8a13\u7df4\u9700\u8981\u7528\u5230\u5927\u91cf\u7684\u8cc7\u6599\uff0c\u800c\u4f7f\u7528\u8005\u5f97\u6aa2\u9a57\u9019\u4e9b\u8cc7\u6599\u7684\u771f\u5be6\u6027\uff0c\u6211\u5011\u770b\u5230\u300cts-migrate-parser\u300d\u9019\u500b NPM \u5957\u4ef6\u7684\u554f\u984c\u6b63\u662f\u5982\u6b64\u3002<\/p>\n\n\n\n<p>\u9019\u88e1\u5f88\u91cd\u8981\u5fc5\u9808\u8aaa\u660e\u7684\u4e00\u9ede\u662f\uff0c\u6211\u5011\u5c1a\u672a\u5728\u5176\u4ed6\u5e73\u53f0\u4e0a\u767c\u73fe\u4efb\u4f55\u5730\u65b9\u63d0\u5230\u300cts-migrate-parser\u300d\u9019\u500b NPM \u5957\u4ef6\u3002\u7531\u65bc\u7f3a\u4e4f\u5916\u90e8\u9a57\u8b49\uff0c\u6240\u4ee5\u6211\u5011\u5f88\u96e3\u78ba\u8a8d\u8a72\u5957\u4ef6\u662f\u5426\u771f\u7684\u66fe\u7d93\u5b58\u5728\u904e\u3002\u800c GitHub \u5132\u5b58\u5eab\u7684\u8a73\u7d30\u8cc7\u6599\u4e5f\u7121\u6cd5\u63d0\u4f9b\u4e00\u500b\u660e\u78ba\u7684\u7b54\u6848\uff0c\u4f7f\u5f97\u6211\u5011\u4e0d\u6562\u78ba\u5b9a\u5230\u5e95\u9019\u662f\u4e0d\u662f\u6709\u4eba\u84c4\u610f\u5c0d\u8cc7\u6599\u4e0b\u6bd2\u3002<\/p>\n\n\n\n<p>\u8981\u4f7f\u7528\u540c\u6a23\u7684\u63d0\u793a\u4f86\u6e2c\u8a66\u76ee\u524d\u73fe\u6709\u7684 GPT \u4e5f\u4e0d\u5bb9\u6613\uff0c\u56e0\u70ba\u6a21\u578b\u7684\u7248\u672c\u6703\u96a8\u8457\u6a21\u578b\u7684\u8a13\u7df4\u3001\u6b0a\u91cd\u8abf\u6574\u3001\u985e\u578b\u8b8a\u66f4\u7b49\u56e0\u7d20\u800c\u4e00\u76f4\u66f4\u66ff\uff0c\u4f7f\u5f97\u8f38\u51fa\u7d50\u679c\u4e0d\u4e00\u81f4\u3002\u4e0d\u904e\uff0c\u6211\u5011\u5728 2023 \u5e74 9 \u6708\u6e2c\u8a66\u6642\uff0c\u66fe\u5728\u5169\u500b\u4e0d\u540c\u7684\u6642\u6a5f\u5f97\u5230\u4e86\u76f8\u540c\u7684\u7d50\u679c\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6\u8207\u5efa\u8b70<\/h2>\n\n\n\n<p>\u5c0d\u65bc\u6b63\u5728\u5c07 GPT \u7d0d\u5165\u5de5\u4f5c\u6d41\u7a0b\u7576\u4e2d\u7684\u4f7f\u7528\u8005\uff0c\u8acb\u8a18\u4f4f\u9019\u4e9b\u6a21\u578b\u63a1\u7528\u4e86\u5404\u5f0f\u5404\u6a23\u7684\u8a13\u7df4\u8cc7\u6599\uff1a\u826f\u6027\u3001\u60e1\u6027\u3001\u5b89\u5168\u3001\u6709\u6f0f\u6d1e\u3001\u5b58\u5728\u3001\u4e0d\u5b58\u5728\u7b49\u7b49\u7684\uff0c\u4ec0\u9ebc\u8cc7\u6599\u90fd\u6709\u3002\u56e0\u6b64\uff0c\u591a\u8a2d\u7f6e\u4e00\u9053\u984d\u5916\u7684\u95dc\u5361\u4f86\u6aa2\u9a57\u5176\u56de\u61c9\u5167\u5bb9\uff0c\u53ef\u6709\u52a9\u65bc\u767c\u6398\u548c\u9632\u7bc4\u4e0a\u8ff0\u554f\u984c\u3002\u6b64\u5916\uff0c\u4f7f\u7528\u8005\u4e5f\u61c9\u8a18\u4f4f\uff0c\u5c31\u50cf\u8cc7\u5b89\u754c\u5e38\u8aaa\u7684\u4e00\u53e5\u8a71\uff1a\u300c\u5343\u842c\u5225\u76f8\u4fe1\u4f7f\u7528\u8005\u7684\u8f38\u5165\u300d\uff0c\u5c0d GPT \u4e5f\u4e0d\u4f8b\u5916\u3002<\/p>\n\n\n\n<p>\u7576 GPT \u7684\u56de\u61c9\u51fa\u73fe\u932f\u8aa4\u6642\uff0c\u5b83\u7121\u6cd5\u8f15\u6613\u6b78\u548e\u65bc\u5e7b\u89ba\u6216\u8cc7\u6599\u4e0b\u6bd2\uff0c\u56e0\u70ba GPT \u7684\u6574\u500b\u8a13\u7df4\u8cc7\u6599\u96c6\u5c0d\u5916\u754c\u4f86\u8aaa\u5c31\u50cf\u9ed1\u76d2\u5b50\u4e00\u6a23\u3002\u6b64\u5916\uff0c\u7576\u60a8\u5728\u4f7f\u7528 GPT \u63a8\u85a6\u7684\u4efb\u4f55\u9810\u5148\u5305\u88dd\u597d\u7684\u8edf\u9ad4\u5143\u4ef6\u6642\uff0c\u6709\u53ef\u80fd\u70ba\u71df\u904b\u7cfb\u7d71\u5e36\u4f86\u6f0f\u6d1e\u4ee5\u53ca\u56b4\u91cd\u7684\u5a01\u8105\u3002<\/p>\n\n\n\n<p>\u5f88\u91cd\u8981\u7684\u4e00\u9ede\u662f\uff0c\u8981\u77e5\u9053\u5b83\u53ef\u80fd\u5e36\u4f86\u4ec0\u9ebc\u98a8\u96aa\uff0c\u56e0\u70ba\u958b\u767c\u4eba\u54e1\u5e38\u5e38\u53ea\u7528\u5230\u9019\u4e9b\u5957\u4ef6\u7684\u4e00\u5c0f\u90e8\u5206\uff0c\u4f8b\u5982\u900f\u904e\u51fd\u5f0f\u5eab\u6216\u6a21\u7d44\u4f86\u9806\u5229\u6574\u5408\u8edf\u9ad4\uff0c\u4f46\u5b83\u5011\u537b\u7d93\u5e38\u5305\u542b\u4e86\u8a31\u591a\u76f8\u4f9d\u5143\u4ef6\uff0c\u800c\u4e14\u53ef\u80fd\u9084\u542b\u6709\u60e1\u610f\u884c\u70ba\uff0c\u4f8b\u5982\uff1a&nbsp;<a href=\"https:\/\/pytorch.org\/blog\/compromised-nightly-dependency\/\" target=\"_blank\" rel=\"noreferrer noopener\">PyTorch \u76f8\u4f9d\u5143\u4ef6<\/a>\u6df7\u6dc6\u653b\u64ca\uff0c\u6700\u7d42\u5c0e\u81f4\u74b0\u5883\u906d\u99ed\u5ba2\u5165\u4fb5\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u6240\u4f7f\u7528\u5230\u7684\u958b\u653e\u539f\u59cb\u78bc\u8edf\u9ad4\u61c9\u8a72\u8a18\u9304\u5230\u4e00\u500b\u79c1\u5bc6\u7684\u93e1\u50cf\u74b0\u5883\uff0c\u597d\u8b93\u8cc7\u5b89\u5718\u968a\u4e3b\u52d5\u6aa2\u67e5\u662f\u5426\u5b58\u5728\u8457\u60e1\u610f\u884c\u70ba\u548c\u6f0f\u6d1e\u3002\u96a8\u8457 AI \u7684\u7206\u767c\u4ee5\u53ca\u958b\u767c\u4eba\u54e1\u7d1b\u7d1b\u5c0e\u5165 LLM \u4f86\u63d0\u9ad8\u751f\u7522\u529b\uff0c\u6436\u5148\u99ed\u5ba2\u4e00\u6b65\u9810\u5148\u5f37\u5316\u8edf\u9ad4\u4f9b\u61c9\u93c8\u7684\u5b89\u5168\uff0c\u6bd4\u4ee5\u5f80\u66f4\u52a0\u91cd\u8981\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/trend-tw.com\/deepfake_Inspector\/blog83524\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"85\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/See-the-good-in-1080-x-90-\u50cf\u7d20-1024x85.png\" alt=\"\" class=\"wp-image-83701\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/See-the-good-in-1080-x-90-\u50cf\u7d20-1024x85.png 1024w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/See-the-good-in-1080-x-90-\u50cf\u7d20-300x25.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/See-the-good-in-1080-x-90-\u50cf\u7d20-768x64.png 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/See-the-good-in-1080-x-90-\u50cf\u7d20-30x3.png 30w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2024\/08\/See-the-good-in-1080-x-90-\u50cf\u7d20.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u539f\u6587\u51fa\u8655\uff1a<a href=\"https:\/\/www.trendmicro.com\/vinfo\/us\/security\/news\/vulnerabilities-and-exploits\/the-mirage-of-ai-programming-hallucinations-and-code-integrity\">The Mirage of AI Programming:Hallucinations and Code Integrity<\/a><br>\u4f5c\u8005\uff1aNitesh Surana\u3001Ashish Verma \u8207 Deep Patel<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u96a8\u8457 Microsoft\u3001Nuance\u3001Mix \u53ca Google CCAI Insights \u7b49\u5168\u7403\u77e5\u540d\u4f01\u696d\u7d1b [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wpscppro_dont_share_socialmedia":false,"_wpscppro_custom_social_share_image":0,"_facebook_share_type":"default","_twitter_share_type":"default","_linkedin_share_type":"default","_pinterest_share_type":"default","_linkedin_share_type_page":"","_instagram_share_type":"default","_medium_share_type":"","_threads_share_type":"","_google_business_share_type":"","_selected_social_profile":[],"_wpsp_enable_custom_social_template":false,"_wpsp_social_scheduling":{"enabled":false,"datetime":null,"platforms":[],"status":"template_only","dateOption":"today","timeOption":"now","customDays":"","customHours":"","customDate":"","customTime":"","schedulingType":"absolute"},"_wpsp_active_default_template":true},"categories":[3181,5861,1268],"tags":[5859,5860],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/83524"}],"collection":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=83524"}],"version-history":[{"count":4,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/83524\/revisions"}],"predecessor-version":[{"id":83730,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/83524\/revisions\/83730"}],"wp:attachment":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=83524"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=83524"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=83524"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}