{"id":88370,"date":"2025-07-16T09:00:00","date_gmt":"2025-07-16T01:00:00","guid":{"rendered":"https:\/\/blog.trendmicro.com.tw\/?p=88370"},"modified":"2025-07-14T23:40:07","modified_gmt":"2025-07-14T15:40:07","slug":"%e6%8f%ad%e7%99%bc-ai-%e4%bb%a3%e7%90%86%e7%9a%84%e6%bc%8f%e6%b4%9e-5-5%ef%bc%9a%e4%bf%9d%e8%ad%b7-llm-%e6%9c%8d%e5%8b%99","status":"publish","type":"post","link":"https:\/\/blog.trendmicro.com.tw\/?p=88370","title":{"rendered":"\u63ed\u767c AI \u4ee3\u7406\u7684\u6f0f\u6d1e (5-5)\uff1a\u4fdd\u8b77 LLM \u670d\u52d9"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\"><\/h1>\n\n\n\n<p>\u9019\u662f\u6709\u95dc\u4ee3\u7406\u5f0f AI \u6f0f\u6d1e\u8b70\u984c\u7684\u6700\u5f8c\u4e00\u7bc7\u6587\u7ae0\uff0c\u672c\u6587\u63a2\u8a0e\u5c0d AI \u4ee3\u7406\u9020\u6210\u5a01\u8105\u7684\u5404\u7a2e\u65b0\u8208\u6f0f\u6d1e\uff0c\u4e3b\u8981\u662f\u63d0\u4f9b\u4e3b\u52d5\u5f0f\u8cc7\u5b89\u5efa\u8b70\u4f86\u9632\u7bc4\u7a0b\u5f0f\u78bc\u57f7\u884c\u3001\u8cc7\u6599\u5916\u50b3\u4ee5\u53ca\u8cc7\u6599\u5eab\u5b58\u53d6\u7b49\u65b9\u9762\u7684\u6f0f\u6d1e\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) \u5df2\u65e5\u76ca\u6210\u70ba\u73fe\u4ee3\u5316\u61c9\u7528\u7a0b\u5f0f\u7684\u4e00\u74b0\uff0c\u5176\u5b89\u5168\u6027\u6bd4\u4ee5\u5f80\u66f4\u52a0\u91cd\u8981\u3002\u6211\u5011\u5728\u5148\u524d\u5e7e\u7bc7\u6587\u7ae0\u5df2\u8a0e\u8ad6\u904e\u53ef\u80fd\u5c0d AI \u4ee3\u7406\u9020\u6210\u5a01\u8105\u7684\u65b0\u8208\u6f0f\u6d1e\uff0c\u4e3b\u8981\u805a\u7126\u5728\u7a0b\u5f0f\u78bc\u57f7\u884c\u3001\u8cc7\u6599\u5916\u50b3\u4ee5\u53ca\u8cc7\u6599\u5eab\u5b58\u53d6\u7b49\u9818\u57df\u3002<\/em><\/p>\n\n\n\n<p><em>\u672c\u7cfb\u5217\u7684\u6700\u5f8c\u4e00\u7bc7\uff0c\u6211\u5011\u5c07\u63a2\u8a0e\u5982\u4f55\u61c9\u5c0d\u9019\u4e9b\u5a01\u8105\u6240\u5e36\u4f86\u7684\u6311\u6230\uff0c\u4ee5\u53ca\u6211\u5011\u70ba\u4f55\u9700\u8981\u56b4\u5bc6\u7684\u591a\u5c64\u5f0f\u7b56\u7565\u4f86\u4fdd\u8b77\u9019\u4e9b\u7cfb\u7d71\u3002\u672c\u7cfb\u5217\u5176\u4ed6\u6587\u7ae0\u9084\u6709\uff1a<\/em><\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/blog.trendmicro.com.tw\/?p=88286\">\u7b2c\u4e00\u7bc7\uff1a\u63ed\u767c AI \u4ee3\u7406\u7684\u6f0f\u6d1e <\/a>\u2500 \u4ecb\u7d39 AI \u4ee3\u7406\u7684\u4e3b\u8981\u8cc7\u5b89\u98a8\u96aa\uff0c\u4f8b\u5982\uff1a\u63d0\u793a\u6ce8\u5165\u8207\u57f7\u884c\u672a\u7d93\u6388\u6b0a\u7684\u7a0b\u5f0f\u78bc\uff0c\u4e26\u6458\u8981\u8aaa\u660e\u5f8c\u7e8c\u8a0e\u8ad6\u7684\u8b70\u984c\u67b6\u69cb\uff0c\u5305\u62ec\uff1a\u8cc7\u6599\u5916\u50b3\u3001\u8cc7\u6599\u5eab\u6f0f\u6d1e\u653b\u64ca\uff0c\u4ee5\u53ca\u9632\u7bc4\u7b56\u7565\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/blog.trendmicro.com.tw\/?p=88292\">\u7b2c\u4e8c\u7bc7\uff1a\u7a0b\u5f0f\u78bc\u57f7\u884c\u6f0f\u6d1e<\/a> \u2500 \u63a2\u8a0e\u99ed\u5ba2\u5c07\u5982\u4f55\u5229\u7528 LLM \u9a45\u52d5\u670d\u52d9\u7684\u5f31\u9ede\u4f86\u57f7\u884c\u672a\u7d93\u6388\u6b0a\u7684\u7a0b\u5f0f\u78bc\u3001\u907f\u958b\u6c99\u76d2\u6a21\u64ec\u74b0\u5883\u7684\u9650\u5236\uff0c\u4ee5\u53ca\u5229\u7528\u932f\u8aa4\u8655\u7406\u6a5f\u5236\u7684\u6f0f\u6d1e\uff0c\u9032\u800c\u5c0e\u81f4\u8cc7\u6599\u5916\u6d29\u3001\u672a\u7d93\u6388\u6b0a\u7684\u8cc7\u6599\u50b3\u8f38\uff0c\u4ee5\u53ca\u53d6\u5f97\u57f7\u884c\u74b0\u5883\u7684\u6c38\u4e45\u5b58\u53d6\u6b0a\u9650\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-admin\/post.php?post=88316\">\u7b2c\u4e09\u7bc7\uff1a\u8cc7\u6599\u5916\u50b3<\/a>\uff1a\u63a2\u8a0e\u99ed\u5ba2\u5982\u4f55\u5229\u7528\u9593\u63a5\u63d0\u793a\u6ce8\u5165\uff0c\u8b93 GPT-4o \u9019\u985e\u591a\u6a21\u614b LLM \u5728\u9047\u5230\u770b\u4f3c\u7121\u5bb3\u7684\u60e1\u610f\u6a94\u6848\u6642\u5c07\u6a5f\u654f\u8cc7\u6599\u5916\u50b3\u3002\u9019\u7a2e\u6240\u8b02\u7684\u300c\u96f6\u9ede\u9078\u300d(zero-click) \u6f0f\u6d1e\u53ef\u8b93\u99ed\u5ba2\u5728\u7db2\u9801\u3001\u5716\u7247\u53ca\u6587\u4ef6\u4e2d\u6697\u85cf\u6307\u4ee4\uff0c\u8a98\u9a19 AI \u4ee3\u7406\u6d29\u9732\u4f7f\u7528\u8005\u4e92\u52d5\u8a18\u9304\u3001\u4e0a\u50b3\u6a94\u6848\uff0c\u4ee5\u53ca\u804a\u5929\u8a18\u9304\u7576\u4e2d\u7684\u6a5f\u5bc6\u8cc7\u8a0a\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-admin\/post.php?post=88360\" title=\"\">\u7b2c\u56db\u7bc7\uff1a\u8cc7\u6599\u5eab\u5b58\u53d6\u6f0f\u6d1e<\/a> \u2500 \u63a2\u8a0e\u99ed\u5ba2\u5982\u4f55\u653b\u64ca\u8207 LLM \u6574\u5408\u7684\u8cc7\u6599\u5eab\u7cfb\u7d71\uff0c\u900f\u904e SQL \u96b1\u78bc\u6ce8\u5165\u3001\u9810\u5148\u5132\u5b58\u7684\u63d0\u793a\u6ce8\u5165\uff0c\u4ee5\u53ca\u5411\u91cf\u5132\u5b58\u4e0b\u6bd2\u4f86\u53d6\u5f97\u7ba1\u5236\u7684\u8cc7\u6599\uff0c\u540c\u6642\u9084\u80fd\u907f\u958b\u8a8d\u8b49\u6a5f\u5236\u3002\u99ed\u5ba2\u53ef\u5229\u7528\u63d0\u793a\u7be1\u6539\u4f86\u5f71\u97ff\u67e5\u8a62\u7d50\u679c\u3001\u53d6\u5f97\u6a5f\u5bc6\u8cc7\u8a0a\uff0c\u6216\u8005\u63d2\u5165\u6c38\u4e45\u6027\u6f0f\u6d1e\u4f86\u5f71\u97ff\u672a\u4f86\u7684\u67e5\u8a62\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u9632\u7bc4\u7a0b\u5f0f\u78bc\u57f7\u884c\u6f0f\u6d1e<\/h2>\n\n\n\n<!--more-->\n\n\n\n<p>\u7a0b\u5f0f\u78bc\u57f7\u884c\u6f0f\u6d1e\u7684\u6838\u5fc3\u554f\u984c\u662f\u672a\u9069\u7576\u5c0d LLM \u7684\u80fd\u529b\u52a0\u4ee5\u7ba1\u5236\uff0c\u6240\u4ee5\u624d\u6703\u610f\u5916\u51fa\u73fe\u4e0d\u7576\u884c\u70ba\u3002\u7576 AI \u4ee3\u7406\u64c1\u6709\u5ee3\u6cdb\u7684\u7cfb\u7d71\u5b58\u53d6\u6b0a\u9650\u6642\uff0c\u99ed\u5ba2\u5c31\u80fd\u57f7\u884c\u4e00\u4e9b\u975e\u9810\u671f\u7684\u7a0b\u5f0f\u78bc\u3002\u8981\u89e3\u6c7a\u9019\u554f\u984c\uff0c\u5fc5\u9808\u5f9e\u6839\u672c\u4e0a\u6539\u8b8a\u7ba1\u5236\u7684\u65b9\u5f0f\uff0c\u6700\u57fa\u672c\u7684\u5c31\u662f\u900f\u904e\u6709\u6548\u7684\u6c99\u76d2\u6a21\u64ec\u74b0\u5883\u4f86\u9650\u5236 AI \u4ee3\u7406\u53ef\u4ee5\u57f7\u884c\u7684\u8655\u7406\u7a0b\u5e8f\uff0c\u4ee5\u53ca\u53ef\u4ee5\u5b58\u53d6\u7684\u6a94\u6848\u7cfb\u7d71\u5340\u57df\uff0c\u5c07\u4e0d\u901f\u4e4b\u5ba2\u62d2\u65bc\u9580\u5916\u3002\u6b64\u5916\uff0c\u9084\u53ef\u5be6\u65bd\u8cc7\u6e90\u63a7\u7ba1 (\u4f8b\u5982\u8abf\u7bc0 CPU \u8207\u8a18\u61b6\u9ad4\u7528\u91cf) \u4f86\u4f5c\u70ba\u4e00\u9053\u984d\u5916\u7684\u4fdd\u969c\u3002\u9019\u4e9b\u4f5c\u6cd5\u4e0d\u50c5\u53ef\u4ee5\u6e1b\u5c11\u8cc7\u5b89\u4e8b\u4ef6\u7684\u767c\u751f\u6a5f\u7387\uff0c\u66f4\u53ef\u4e3b\u52d5\u9632\u6b62\u7cfb\u7d71\u56e0\u70ba\u906d\u5230\u6f0f\u6d1e\u653b\u64ca\u800c\u767c\u751f\u4e0d\u9810\u671f\u7684\u5f8c\u679c\u3002<\/p>\n\n\n\n<p>\u7a0b\u5f0f\u78bc\u57f7\u884c\u6f0f\u6d1e\u7684\u91cd\u9ede\u5728\u65bc LLM \u5982\u679c\u88ab\u6388\u4e88\u904e\u591a\u7684\u6b0a\u9650\u6216\u6beb\u7121\u7ba1\u5236\u7684\u5b58\u53d6\u80fd\u529b\uff0c\u5c31\u6709\u53ef\u80fd\u88ab\u99ed\u5ba2\u7528\u4f86\u57f7\u884c\u672a\u7d93\u6388\u6b0a\u7684\u52d5\u4f5c\u3002\u5176\u4e3b\u8981\u6311\u6230\u662f\u8981\u76e1\u91cf\u7e2e\u5c0f\u7cfb\u7d71\u88ab\u7528\u4f86\u57f7\u884c\u60e1\u610f\u6307\u4ee4\u7684\u6f5b\u5728\u6a5f\u7387\uff0c\u4f46\u537b\u4e0d\u80fd\u5f71\u97ff\u6b63\u5e38\u7684\u904b\u4f5c\u3002\u4e00\u7a2e\u5e38\u898b\u7684\u4f5c\u6cd5\u662f\u5f37\u5236\u5be6\u65bd\u56b4\u683c\u7684\u6c99\u76d2\u6a21\u64ec\u653f\u7b56\uff1a\u5c07\u8655\u7406\u7a0b\u5e8f\u9694\u96e2\u4e26\u9650\u5236\u8207\u6a94\u6848\u7cfb\u7d71\u7684\u4e92\u52d5\uff0c\u9019\u6a23\u5c31\u80fd\u6e1b\u5c11\u99ed\u5ba2\u53ef\u5229\u7528\u7684\u9014\u5f91\u3002\u6b64\u5916\uff0c\u8a2d\u5b9a\u8cc7\u6e90\u7528\u91cf\u9650\u5236\uff0c\u4f8b\u5982\u9650\u5236\u8a18\u61b6\u9ad4\u3001CPU \u7528\u91cf\u4ee5\u53ca\u57f7\u884c\u6642\u9593\uff0c\u5982\u6b64\u53ef\u78ba\u4fdd\u5c31\u7b97\u906d\u5230\u99ed\u5ba2\u5165\u4fb5\uff0c\u5176\u885d\u64ca\u4ecd\u5728\u53ef\u63a7\u7684\u7bc4\u570d\u5167\u3002\u6b64\u5916\uff0c\u9084\u53ef\u900f\u904e\u6301\u7e8c\u76e3\u63a7\u4f86\u5f37\u5316\u9632\u79a6\uff0c\u63d0\u65e9\u5075\u6e2c\u53ef\u80fd\u6709\u99ed\u5ba2\u8a66\u5716\u5165\u4fb5\u7684\u7570\u5e38\u6d3b\u52d5\u3002<\/p>\n\n\n\n<p>\u8981\u89e3\u6c7a\u9019\u985e\u6f0f\u6d1e\uff0c\u6211\u5011\u5efa\u8b70\u63a1\u53d6\u4ee5\u4e0b\u4e3b\u52d5\u63aa\u65bd\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u9650\u5236\u7cfb\u7d71\u529f\u80fd\uff1a<\/strong><ol><li>\u505c\u7528\u80cc\u666f\u8655\u7406\u7a0b\u5e8f\uff0c\u6216\u9650\u5236\u5b83\u5011\u7684\u67d0\u4e9b\u4f5c\u696d\u3002<\/li><\/ol>\n<ol>\n<li>\u5f37\u5236\u5be6\u65bd\u66f4\u56b4\u683c\u7684\u6a94\u6848\u7cfb\u7d71\u5b58\u53d6\u6b0a\u9650\u7ba1\u5236\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u76e3\u63a7\u6d3b\u52d5\uff1a<\/strong>\n<ol>\n<li>\u8ffd\u8e64\u5e33\u865f\u6d3b\u52d5\u3001\u5931\u6557\u60c5\u6cc1\u4ee5\u53ca\u7570\u5e38\u884c\u70ba\u4f86\u767c\u6398\u6f5b\u5728\u5a01\u8105\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u9650\u5236\u8cc7\u6e90\u7684\u7528\u91cf\uff1a<\/strong>\n<ol>\n<li>\u9650\u5236\u6c99\u76d2\u6a21\u64ec\u74b0\u5883\u7684\u8cc7\u6e90\u7528\u91cf (\u5982\uff1a\u8a18\u61b6\u9ad4\u3001CPU\u3001\u57f7\u884c\u6642\u9593) \u4f86\u9632\u6b62\u8cc7\u6e90\u6feb\u7528\u6216\u8017\u76e1\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u7ba1\u5236\u7db2\u969b\u7db2\u8def\u5b58\u53d6\uff1a<\/strong>\n<ol>\n<li>\u7ba1\u5236\u5f9e\u6c99\u76d2\u6a21\u64ec\u74b0\u5883\u5167\u90e8\u5b58\u53d6\u5916\u90e8\u7db2\u8def\uff0c\u85c9\u6b64\u7e2e\u5c0f\u653b\u64ca\u9762\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u76e3\u63a7\u60e1\u610f\u6d3b\u52d5\uff1a<\/strong>\n<ol>\n<li>\u4f7f\u7528\u884c\u70ba\u5206\u6790\u5de5\u5177\u4f86\u767c\u6398\u53ef\u7591\u7684\u4f5c\u696d\uff0c\u4f8b\u5982\uff1a\u6a94\u6848\u76e3\u63a7\u53ca\u7be1\u6539\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u6aa2\u67e5\u8f38\u5165\uff1a<\/strong>\n<ol>\n<li>\u6aa2\u67e5\u53ca\u6de8\u5316\u96d9\u5411\u6d41\u52d5\u7684\u8cc7\u6599 (\u5f9e\u4f7f\u7528\u8005\u5230\u6c99\u76d2\u6a21\u64ec\u74b0\u5883\u3001\u5f9e\u6c99\u76d2\u6a21\u64ec\u74b0\u5883\u5230\u4f7f\u7528\u8005)\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u78ba\u4fdd\u683c\u5f0f\u6b63\u78ba\uff1a<\/strong>\n<ol>\n<li>\u78ba\u4fdd\u6240\u6709\u8f38\u51fa\u90fd\u7b26\u5408\u9810\u671f\u7684\u683c\u5f0f\u624d\u5c07\u8cc7\u6599\u50b3\u7d66\u4e0b\u6e38\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u9632\u7bc4\u8cc7\u6599\u5916\u50b3\u6f0f\u6d1e<\/h2>\n\n\n\n<p>\u8cc7\u6599\u5916\u50b3\u6f0f\u6d1e\u4e3b\u8981\u662f\u654f\u611f\u6216\u6a5f\u5bc6\u8cc7\u6599\u88ab\u4e0d\u9810\u671f\u5730\u79fb\u52d5\u5230\u7cfb\u7d71\u4e4b\u5916\u3002\u96b1\u6666\u7684\u63d0\u793a\u6216\u6697\u4e2d\u6ce8\u5165\u7684\u63d0\u793a\u5728\u6b63\u5e38\u7684\u8f38\u5165\u7576\u4e2d\u770b\u8d77\u4f86\u4e26\u4e0d\u6703\u7279\u5225\u986f\u773c\uff0c\u4f46\u537b\u53ef\u80fd\u5c0e\u81f4\u8cc7\u6599\u5916\u6d29\uff0c\u5c0d\u4f01\u696d\u9020\u6210\u56b4\u91cd\u640d\u5bb3\u3002\u8981\u5c0d\u6297\u9019\u985e\u6f0f\u6d1e\uff0c\u9700\u8981\u96d9\u7ba1\u9f4a\u4e0b\uff0c\u4e00\u65b9\u9762\u5c07\u6f5b\u5728\u7684\u5a01\u8105\u9694\u96e2\uff0c\u53e6\u4e00\u65b9\u9762\u5c07\u770b\u4f3c\u7121\u5bb3\u7684\u8cc7\u6599\u7576\u4e2d\u96b1\u85cf\u7684\u60e1\u610f\u6307\u4ee4\u89e3\u78bc\u3002\u555f\u7528\u7db2\u8def\u5c64\u6b21\u7684\u9694\u96e2\u624b\u6bb5\u5c07\u53ef\u4fe1\u4efb\u8207\u4e0d\u53ef\u4fe1\u4efb\u7684\u5c0d\u8c61\u5206\u958b\uff0c\u80fd\u63d0\u4f9b\u4e00\u9053\u9810\u5148\u7684\u9632\u79a6\uff0c\u7136\u5f8c\u518d\u914d\u5408\u8f38\u5165\u6aa2\u67e5\u4f86\u7834\u89e3\u96b1\u85cf\u7684\u63d0\u793a\u6ce8\u5165\u624b\u6cd5\u3002\u9019\u9805\u63aa\u65bd\u7684\u95dc\u9375\u5728\u65bc\u4f7f\u7528\u9032\u968e\u8a3a\u65b7\u5de5\u5177 (\u5982\u5149\u5b78\u5b57\u5143\u8fa8\u8b58\u8207\u60c5\u5883\u5f0f\u884c\u70ba\u5206\u6790) \u4f86\u9810\u5148\u63ed\u9732\u548c\u904f\u6b62\u53ef\u80fd\u5c07\u8cc7\u6599\u5916\u50b3\u7684\u6d3b\u52d5\uff0c\u4e0d\u8b93\u5176\u60e1\u5316\u5230\u5168\u9762\u7684\u8cc7\u6599\u5916\u6d29\u3002<\/p>\n\n\n\n<p>\u8cc7\u6599\u5916\u50b3\u6f0f\u6d1e\u901a\u5e38\u662f\u56e0\u70ba\u99ed\u5ba2\u80fd\u5920\u5de7\u5999\u5730\u6ce8\u5165\u6216\u64cd\u5f04 LLM \u7684\u63d0\u793a\uff0c\u9032\u800c\u5c0e\u81f4\u975e\u9810\u671f\u7684\u8cc7\u6599\u5916\u6d29\u3002\u9632\u7bc4\u7684\u79d8\u8a23\u5c31\u662f\u7cfb\u7d71\u8207\u5916\u90e8\u8f38\u5165\u7684\u4e92\u52d5\u5fc5\u9808\u88ab\u7576\u6210\u5167\u90e8\u6d41\u7a0b\u4f86\u56b4\u5bc6\u63a7\u7ba1\u3002\u4e00\u7a2e\u6709\u6548\u7684\u7b56\u7565\u5c31\u662f\u900f\u904e\u7db2\u8def\u5206\u5272\u53ca\u56b4\u683c\u7684\u5b58\u53d6\u63a7\u7ba1\u4f86\u5c07 LLM \u8207\u4e0d\u53d7\u4fe1\u4efb\u7684\u5916\u90e8\u4f86\u6e90\u9694\u96e2\uff0c\u5efa\u7acb\u4e00\u9053\u6ef4\u6c34\u4e0d\u6f0f\u7684\u5c4f\u969c\u4f86\u9632\u6b62\u8cc7\u6599\u5916\u6d41\u3002\u7136\u5f8c\u518d\u642d\u914d\u9032\u968e\u6aa2\u67e5\u6280\u5de7\u4f86\u63d0\u4f9b\u8f14\u52a9\uff0c\u4f8b\u5982\u5f37\u5316\u5f0f\u60e1\u610f\u5167\u5bb9\u5206\u6790\u8207\u81ea\u52d5\u5316\u5167\u5bb9\u5be9\u67e5\uff0c\u9019\u6709\u52a9\u65bc\u767c\u6398\u8f38\u5165\u8cc7\u6599\u7576\u4e2d\u96b1\u85cf\u6216\u52a0\u5bc6\u7de8\u78bc\u7684\u5a01\u8105\u3002\u7d50\u5408\u9019\u4e9b\u65b9\u6cd5\uff0c\u518d\u914d\u5408\u5b8c\u6574\u7684\u8a18\u9304\u6a94\u8207\u884c\u70ba\u76e3\u63a7\uff0c\u6211\u5011\u5c31\u80fd\u8fc5\u901f\u767c\u6398\u99ed\u5ba2\u53ef\u80fd\u5728\u8a66\u5716\u5c07\u8cc7\u6599\u5916\u50b3\u7684\u7570\u5e38\u5fb5\u5146\uff0c\u4e26\u4e14\u5728\u91cd\u5927\u640d\u5931\u9020\u6210\u4e4b\u524d\u9810\u5148\u56de\u61c9\u3002<\/p>\n\n\n\n<p>\u8981\u89e3\u6c7a\u9593\u63a5\u63d0\u793a\u6ce8\u5165\u98a8\u96aa\uff0c\u4e00\u5957\u591a\u91cd\u9762\u5411\u7684\u7b56\u7565\u81f3\u95dc\u91cd\u8981\uff0c\u5305\u62ec\u4ee5\u4e0b\u5e7e\u9805\u91cd\u8981\u7684\u4e3b\u52d5\u5f0f\u63aa\u65bd\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u5b58\u53d6\u63a7\u7ba1\u8207\u9694\u96e2<\/strong>\n<ol>\n<li>\u4f7f\u7528\u7db2\u8def\u5c64\u6b21\u7684\u63a7\u7ba1\u4f86\u6514\u622a\u4e0d\u53d7\u4fe1\u4efb\u7684\u7db2\u5740\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u60e1\u610f\u5167\u5bb9\u6aa2\u67e5<\/strong>\n<ol>\n<li>\u4f7f\u7528\u9032\u968e\u904e\u6ffe\u4f86\u6383\u63cf\u4e0a\u50b3\u5167\u5bb9\u4ee5\u767c\u6398\u96b1\u85cf\u7684\u6307\u4ee4\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u5167\u5bb9\u5be9\u67e5\u8207\u63d0\u793a\u6de8\u5316<\/strong><ol><li>\u900f\u904e\u5be9\u67e5\u6d41\u7a0b\u4ee5\u53ca\u5a01\u8105\u5075\u6e2c\u6a21\u578b\u4f86\u5075\u6e2c\u4e26\u6d88\u9664\u88ab\u5167\u5d4c\u7684\u6307\u4ee4\u3002<\/li><\/ol>\n<ol>\n<li>\u6de8\u5316\u8f38\u5165\u8cc7\u6599\u4f86\u79fb\u9664\u6216\u9694\u96e2\u60e1\u610f\u7684\u63d0\u793a\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u5b8c\u5584\u7684\u8a18\u9304\u6a94\u8207\u76e3\u63a7<\/strong>\n<ol>\n<li>\u8a18\u9304\u5404\u9805\u4e92\u52d5\u4e26\u76e3\u63a7\u662f\u5426\u6709 LLM \u8f38\u51fa\u7570\u5e38\u7684\u60c5\u5f62\u4f86\u767c\u6398\u5a01\u8105\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u9632\u7bc4\u8cc7\u6599\u5eab\u5b58\u53d6\u6f0f\u6d1e<\/h2>\n\n\n\n<p>\u8cc7\u6599\u5eab\u5b58\u53d6\u6f0f\u6d1e\u662f\u5229\u7528 LLM \u5148\u5929\u4e0a\u96e3\u4ee5\u5206\u8fa8\u826f\u6027\u548c\u60e1\u610f\u6307\u4ee4\u7684\u5f31\u9ede\uff0c\u5c24\u5176\u662f\u9047\u5230\u63d0\u793a\u6ce8\u5165\u7684\u60c5\u6cc1\u3002\u5176\u6311\u6230\u5728\u65bc\u5982\u4f55\u9632\u6b62\u672a\u7d93\u6388\u6b0a\u7684\u6307\u4ee4\u9032\u5165\u5230\u91cd\u8981\u7684\u8cc7\u6599\u5132\u5b58\u7576\u4e2d\u3002\u8981\u89e3\u6c7a\u9019\u554f\u984c\uff0c\u95dc\u9375\u5728\u65bc\u8981\u6368\u68c4\u50b3\u7d71\u7684\u6de8\u5316\u65b9\u5f0f\u3002\u4e00\u5957\u56b4\u5bc6\u7684\u9632\u79a6\u9700\u5efa\u7acb\u5728\u591a\u5c64\u5f0f\u7b56\u7565\u4e4b\u4e0a\uff0c\u5305\u62ec\uff1a\u9a57\u8b49\u7a0b\u5e8f (\u4f8b\u5982\u654f\u611f\u7684\u64cd\u4f5c\u5fc5\u9808\u7d93\u904e\u78ba\u8a8d\u6b65\u9a5f) \u4ee5\u53ca\u610f\u5716\u5c0e\u5411\u7684\u904e\u6ffe (\u7528\u4f86\u8a55\u4f30\u6bcf\u4e00\u9053\u6307\u4ee4\u80cc\u5f8c\u7684\u7528\u610f)\u3002\u6b64\u5916\uff0c\u8b93 LLM \u548c\u8cc7\u6599\u5eab\u56b4\u683c\u5283\u6e05\u754c\u7dda\u4e5f\u53ef\u9032\u4e00\u6b65\u964d\u4f4e\u98a8\u96aa\uff0c\u78ba\u4fdd\u552f\u6709\u9810\u5148\u5b9a\u7fa9\u3001\u5b89\u5168\u7684\u64cd\u4f5c\u624d\u88ab\u5141\u8a31\u3002\u7d50\u5408\u4e3b\u52d5\u5f0f\u9a57\u8b49\u8207\u56b4\u683c\u5b58\u53d6\u63a7\u7ba1\uff0c\u5c31\u80fd\u5efa\u7acb\u4e00\u9053\u56b4\u5bc6\u7684\u5c4f\u969c\u4f86\u9632\u6b62\u6f5b\u5728\u7684\u6ce8\u5165\u653b\u64ca\u3002<\/p>\n\n\n\n<p>\u9019\u985e\u6f0f\u6d1e (\u5c24\u5176\u662f SQL \u751f\u6210\u6f0f\u6d1e\u8207\u5411\u91cf\u5132\u5b58\u4e0b\u6bd2) \u5148\u5929\u4e0a\u5c31\u975e\u5e38\u96e3\u9632\uff0c\u56e0\u70ba\u5176\u6839\u672c\u539f\u56e0\u5728\u65bc LLM \u5f88\u5bb9\u6613\u88ab\u6ce8\u5165\u7684\u63d0\u793a\u6240\u9a19\uff0c\u5b83\u5011\u7121\u6cd5\u6709\u6548\u5206\u8fa8\u99ed\u5ba2\u7684\u4e0d\u826f\u610f\u5716\u3002\u96a8\u8457\u63d0\u793a\u6ce8\u5165\u6280\u5de7\u4e0d\u65b7\u9032\u5316\uff0c\u4e00\u5957\u591a\u5c64\u5f0f\u65b9\u6cd5\u5c0d\u964d\u4f4e\u9019\u985e\u98a8\u96aa\u81f3\u95dc\u91cd\u8981\u3002\u4e00\u4e9b\u95dc\u9375\u7684\u4e3b\u52d5\u5f0f\u5efa\u8b70\u5305\u62ec\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u6368\u68c4\u50b3\u7d71\u7684\u8cc7\u6599\u6de8\u5316\u8207\u904e\u6ffe<\/strong>\n<ol>\n<li>\u5118\u7ba1\u50b3\u7d71\u6e05\u7406\u8207\u904e\u6ffe\u4f7f\u7528\u8005\u8f38\u5165\u7684\u6280\u5de7\u4f9d\u7136\u6709\u6240\u5e6b\u52a9\uff0c\u4f46\u5176\u80fd\u529b\u7bc4\u570d\u6709\u9650\uff0c\u5c24\u5176\u7121\u6cd5\u9632\u7bc4\u7cbe\u5bc6\u6216\u52a0\u5bc6\u7de8\u78bc\u7684\u63d0\u793a\u6ce8\u5165\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u9a57\u8b49\u63d0\u793a<\/strong>\n<ol>\n<li>\u8a2d\u7f6e\u9a57\u8b49\u6b65\u9a5f (\u4f8b\u5982\u4e2d\u9593\u63d0\u793a) \u4f86\u78ba\u8a8d\u95dc\u9375\u7684\u52d5\u4f5c\uff0c\u9019\u6709\u52a9\u65bc\u9632\u6b62 LLM \u57f7\u884c\u975e\u9810\u671f\u7684\u6307\u4ee4\u6216\u5b58\u53d6\u672a\u7d93\u6388\u6b0a\u7684\u8cc7\u6599\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u610f\u5716\u5206\u985e<\/strong>\n<ol>\n<li>\u4f7f\u7528\u610f\u5716\u5206\u985e\u6a21\u578b\u4f86\u5075\u6e2c\u53ca\u6514\u622a\u60e1\u610f\u8f38\u5165\uff0c\u9019\u5c0d\u9810\u5148\u5132\u5b58\u7684\u63d0\u793a\u6ce8\u5165\u653b\u64ca\u7279\u5225\u6709\u6548\u3002\u9019\u4e9b\u6a21\u578b\u80fd\u767c\u6398\u6709\u6f5b\u5728\u5371\u5bb3\u6216\u4e0d\u76f8\u5e72\u7684\u8f38\u5165\uff0c\u9632\u6b62\u5b83\u5011\u9032\u5165\u5230 LLM \u6216\u8cc7\u6599\u5eab\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>LLM \u5230\u8cc7\u6599\u5eab\u7684\u5b58\u53d6\u63a7\u7ba1<\/strong>\n<ol>\n<li>\u5728 LLM \u8207\u8cc7\u6599\u5eab\u4e4b\u9593\u5f37\u5236\u5be6\u884c\u56b4\u683c\u7684\u5b58\u53d6\u63a7\u7ba1\uff0c\u53ef\u9632\u7bc4 SQL \u751f\u6210\u6f0f\u6d1e\uff0c\u78ba\u4fdd LLM \u53ea\u80fd\u5b58\u53d6\u6216\u4fee\u6539\u9810\u5148\u5b9a\u7fa9\u7bc4\u570d\u4e4b\u5167\u7684\u8cc7\u6599\u3002\u9019\u6709\u52a9\u65bc\u9632\u7bc4\u672a\u7d93\u6388\u6b0a\u7684\u67e5\u8a62\u6216\u4fee\u6539\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n\n\n<p>\u5728\u4eca\u65e5\u77ac\u606f\u842c\u8b8a\u7684\u6578\u4f4d\u60c5\u52e2\u4e0b\uff0c\u4fdd\u8b77 AI 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AI \u9a45\u52d5\u7684\u7cfb\u7d71\uff0c\u66f4\u80fd\u5efa\u7acb\u5f37\u97cc\u7684\u6839\u57fa\u4f86\u652f\u63f4\u672a\u4f86\u7684\u5275\u65b0\u3002\u8b93\u6211\u5011\u7e7c\u7e8c\u63a8\u52d5\u6301\u7e8c\u6027\u76e3\u63a7\u3001\u9069\u61c9\u6027\u7b56\u7565\uff0c\u4ee5\u53ca\u56b4\u8b39\u7684\u8cc7\u5b89\u7a0b\u5e8f\u9019\u985e\u4e3b\u52d5\u5f0f\u8cc7\u5b89\u63aa\u65bd\uff0c\u4ee5\u4fbf\u56e0\u61c9\u660e\u65e5\u7684\u6311\u6230\u3002<\/p>\n\n\n\n<p>\u6709\u4e86\u6211\u5011\u7684 Trend Vision One \u5e73\u53f0\uff0c\u60a8\u5c31\u80fd\u4fdd\u8b77\u6574\u500b AI \u5806\u758a\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<p>\u60a8\u7684\u8cc7\u6599\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/hybrid-cloud.html\" target=\"_blank\" rel=\"noreferrer noopener\">Cloud Security\uff1a\u8cc7\u6599\u9632\u8b77\u72c0\u6cc1\u7ba1\u7406 (DSPM)<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u60a8\u7684 AI \u6a21\u578b\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/network\/zero-trust-secure-access.html\" target=\"_blank\" rel=\"noreferrer noopener\">Zero Trust Secure Access\uff1aAI \u670d\u52d9\u5b58\u53d6<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u60a8\u7684\u5fae\u670d\u52d9\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/hybrid-cloud\/cloud-one-container-image-security.html\" target=\"_blank\" rel=\"noreferrer noopener\">Cloud Security\uff1a\u5bb9\u5668\u9632\u8b77<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/hybrid-cloud.html\" target=\"_blank\" rel=\"noreferrer noopener\">Cloud Security\uff1a\u7a0b\u5f0f\u78bc\u9632\u8b77<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u60a8\u7684 AI \u57fa\u790e\u67b6\u69cb\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/cyber-risk-exposure-management.html\" target=\"_blank\" rel=\"noreferrer noopener\">Cyber Risk Exposure Management\uff1aAI \u9632\u8b77\u72c0\u6cc1\u7ba1\u7406<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/cyber-risk-exposure-management.html\" target=\"_blank\" rel=\"noreferrer noopener\">Cyber Risk Exposure Management\uff1aAPI \u9632\u8b77<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/detection-response\/xdr.html\" target=\"_blank\" rel=\"noreferrer noopener\">XDR\uff1aAI \u5075\u6e2c\u53ca\u56de\u61c9 (AI-DR)<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u60a8\u7684\u7db2\u8def\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/network.html\" target=\"_blank\" rel=\"noreferrer noopener\">Network Security\uff1a\u7db2\u8def\u5075\u6e2c\u53ca\u56de\u61c9 (NDR)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/network\/intrusion-prevention\/tipping-point-threat-protection-system.html\" target=\"_blank\" rel=\"noreferrer noopener\">TippingPoint (Threat Protection System)<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u60a8\u7684\u4f7f\u7528\u8005\u8207\u672c\u6a5f AI \u61c9\u7528\u7a0b\u5f0f\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/network\/zero-trust-secure-access.html\" target=\"_blank\" rel=\"noreferrer noopener\">Zero Trust Secure Access\uff1aAI \u670d\u52d9\u5b58\u53d6<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/endpoint-security\/workload-security.html\" target=\"_blank\" rel=\"noreferrer noopener\">Endpoint Security\uff1aAI \u61c9\u7528\u7a0b\u5f0f\u9632\u8b77<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.trendmicro.com\/en_us\/business\/products\/endpoint-security.html\" target=\"_blank\" rel=\"noreferrer noopener\">Endpoint Security\uff1a\u6df1\u507d (Deepfake) \u9632\u8b77<\/a><br><\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><br>\u539f\u6587\u51fa\u8655\uff1a<a href=\"https:\/\/www.trendmicro.com\/vinfo\/us\/security\/news\/vulnerabilities-and-exploits\/unveiling-ai-agent-vulnerabilities-part-v-securing-llm-services\">Unveiling AI Agent Vulnerabilities Part V:Securing LLM Services<\/a> \u4f5c\u8005\uff1aSean Park (\u8da8\u52e2\u79d1\u6280\u9996\u5e2d\u5a01\u8105\u7814\u7a76\u54e1)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9019\u662f\u6709\u95dc\u4ee3\u7406\u5f0f AI \u6f0f\u6d1e\u8b70\u984c\u7684\u6700\u5f8c\u4e00\u7bc7\u6587\u7ae0\uff0c\u672c\u6587\u63a2\u8a0e\u5c0d AI \u4ee3\u7406\u9020\u6210\u5a01\u8105\u7684\u5404\u7a2e\u65b0\u8208\u6f0f\u6d1e\uff0c\u4e3b\u8981\u662f\u63d0\u4f9b\u4e3b\u52d5\u5f0f\u8cc7 [&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":"default","_instagram_share_type":"default","_medium_share_type":"default","_threads_share_type":"default","_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":[6084,6085,1268],"tags":[6010,5752,2344],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/88370"}],"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=88370"}],"version-history":[{"count":1,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/88370\/revisions"}],"predecessor-version":[{"id":88375,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/88370\/revisions\/88375"}],"wp:attachment":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=88370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=88370"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=88370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}