{"id":3914,"date":"2026-02-11T18:20:05","date_gmt":"2026-02-11T10:20:05","guid":{"rendered":"https:\/\/www.trugemtech.com\/?page_id=3914"},"modified":"2026-02-11T18:20:06","modified_gmt":"2026-02-11T10:20:06","slug":"\u901a\u8fc7\u8bbe\u8ba1\u5b9e\u73b0\u7269\u8054\u7f51\u5b89\u5168\uff0c\u4fdd\u62a4\u8fb9\u7f18\u5173\u952e\u57fa\u7840\u8bbe\u65bd","status":"publish","type":"page","link":"https:\/\/www.trugemtech.com\/zh\/\u901a\u8fc7\u8bbe\u8ba1\u5b9e\u73b0\u7269\u8054\u7f51\u5b89\u5168\uff0c\u4fdd\u62a4\u8fb9\u7f18\u5173\u952e\u57fa\u7840\u8bbe\u65bd\/","title":{"rendered":"\u4ece\u8bbe\u8ba1\u4e0a\u5b9e\u73b0AIoT\u5b89\u5168\uff1a\u4fdd\u62a4\u8fb9\u7f18\u5173\u952e\u57fa\u7840\u8bbe\u65bd"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u968f\u7740\u4eba\u5de5\u667a\u80fd\u548c\u7269\u8054\u7f51\u7684\u4e0d\u65ad\u878d\u5408\uff0cAIoT\u5b89\u5168\u5df2\u6210\u4e3a\u5168\u7403\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u8fd0\u8425\u5546\u9762\u4e34\u7684\u6700\u7d27\u8feb\u6311\u6218\u4e4b\u4e00\u3002\u7535\u7f51\u3001\u4ea4\u901a\u7cfb\u7edf\u3001\u6cb9\u6c14\u8bbe\u65bd\u3001\u6c34\u52a1\u516c\u53f8\u548c\u516c\u5171\u5b89\u5168\u7f51\u7edc\u8d8a\u6765\u8d8a\u4f9d\u8d56\u4e8e\u90e8\u7f72\u5728\u7f51\u7edc\u8fb9\u7f18\u7684AI\u9a71\u52a8\u578b\u7269\u8054\u7f51\u7cfb\u7edf\u3002\u8fd9\u4e9b\u7cfb\u7edf\u4e0d\u4ec5\u6536\u96c6\u6570\u636e\uff0c\u8fd8\u80fd\u5206\u6790\u7f51\u7edc\u72b6\u51b5\u3001\u751f\u6210\u8b66\u62a5\uff0c\u5e76\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u76f4\u63a5\u5f71\u54cd\u8fd0\u8425\u51b3\u7b56\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u800c\uff0c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\uff08AIoT\uff09\u7cfb\u7edf\u4e0e\u7269\u7406\u57fa\u7840\u8bbe\u65bd\u548c\u5b9e\u65f6\u63a7\u5236\u73af\u5883\u7684\u878d\u5408\u65e5\u76ca\u7d27\u5bc6\uff0c\u4f20\u7edf\u7684\u7f51\u7edc\u5b89\u5168\u65b9\u6cd5\u66b4\u9732\u51fa\u8bf8\u591a\u5c40\u9650\u6027\u3002\u4ee5\u4e91\u4e3a\u4e2d\u5fc3\u7684\u5b89\u5168\u6a21\u578b\u3001\u57fa\u4e8e\u8fb9\u754c\u7684\u9632\u5fa1\u4ee5\u53ca\u90e8\u7f72\u540e\u7684\u8865\u4e01\u7b56\u7565\u5df2\u4e0d\u518d\u8db3\u591f\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u5fc5\u987b\u91c7\u7528\u201c\u4ece\u8bbe\u8ba1\u5f00\u59cb\u4fdd\u969cAIoT\u5b89\u5168\u201d\u7684\u7406\u5ff5\uff0c\u4ece\u4e00\u5f00\u59cb\u5c31\u5c06\u5b89\u5168\u539f\u5219\u5d4c\u5165\u5230\u8fb9\u7f18\u67b6\u6784\u7684\u6bcf\u4e00\u5c42\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u8f6c\u53d8\u5e76\u975e\u4ec5\u4ec5\u662f\u6280\u672f\u4e0a\u7684\u504f\u597d\u3002\u5bf9\u4e8e\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u800c\u8a00\uff0c\u8fb9\u7f18\u5b89\u5168\u6f0f\u6d1e\u53ef\u80fd\u5bfc\u81f4\u670d\u52a1\u4e2d\u65ad\u3001\u5b89\u5168\u4e8b\u6545\u3001\u8fdd\u89c4\u884c\u4e3a\u4ee5\u53ca\u5de8\u5927\u7684\u7ecf\u6d4e\u635f\u5931\u3002\u56e0\u6b64\uff0c\u4fdd\u62a4\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u7684\u8fb9\u7f18\u5b89\u5168\u5df2\u6210\u4e3a\u4e00\u9879\u6218\u7565\u91cd\u70b9\uff0c\u800c\u975e\u6280\u672f\u4e0a\u7684\u4e8b\u540e\u8003\u8651\u3002.<\/p>\n\n\n\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents\"><h2>\u76ee\u5f55<\/h2><ul><li><a href=\"#h-the-evolution-from-iot-to-aiot-a-broader-security-surface\" data-level=\"2\">\u4ece\u7269\u8054\u7f51\u5230\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\u7684\u6f14\u8fdb\uff1a\u66f4\u5e7f\u6cdb\u7684\u5b89\u5168\u5a01\u80c1<\/a><\/li><li><a href=\"#h-why-edge-computing-changes-the-security-equation\" data-level=\"2\">\u8fb9\u7f18\u8ba1\u7b97\u4e3a\u4f55\u6539\u53d8\u5b89\u5168\u683c\u5c40<\/a><\/li><li><a href=\"#h-understanding-security-by-design-in-the-aiot-context\" data-level=\"2\">\u7406\u89e3\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\u73af\u5883\u4e0b\u7684\u201c\u5b89\u5168\u8bbe\u8ba1\u201d<\/a><\/li><li><a href=\"#h-hardware-based-trust-the-foundation-of-aiot-security\" data-level=\"2\">\u57fa\u4e8e\u786c\u4ef6\u7684\u4fe1\u4efb\uff1a\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\u5b89\u5168\u7684\u57fa\u7840<\/a><\/li><li><a href=\"#h-zero-trust-principles-for-aiot-edge-architectures\" data-level=\"2\">\u9762\u5411\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\u8fb9\u7f18\u67b6\u6784\u7684\u96f6\u4fe1\u4efb\u539f\u5219<\/a><\/li><li><a href=\"#h-securing-ai-models-at-the-edge\" data-level=\"2\">\u4fdd\u969c\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u5b89\u5168<\/a><\/li><li><a href=\"#h-safe-autonomy-designing-for-failure-and-degradation\" data-level=\"2\">\u5b89\u5168\u81ea\u4e3b\uff1a\u4e3a\u6545\u969c\u548c\u6027\u80fd\u4e0b\u964d\u800c\u8bbe\u8ba1<\/a><\/li><li><a href=\"#h-lifecycle-security-from-deployment-to-decommissioning\" data-level=\"2\">\u751f\u547d\u5468\u671f\u5b89\u5168\uff1a\u4ece\u90e8\u7f72\u5230\u9000\u5f79<\/a><\/li><li><a href=\"#h-regulatory-and-industry-implications\" data-level=\"2\">\u76d1\u7ba1\u548c\u884c\u4e1a\u5f71\u54cd<\/a><\/li><li><a href=\"#h-why-aiot-security-determines-the-future-of-edge-intelligence\" data-level=\"2\">\u4e3a\u4ec0\u4e48AIoT\u5b89\u5168\u51b3\u5b9a\u8fb9\u7f18\u667a\u80fd\u7684\u672a\u6765<\/a><\/li><li><a href=\"#h-conclusion\" data-level=\"2\">\u7ed3\u8bba<\/a><\/li><\/ul><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-evolution-from-iot-to-aiot-a-broader-security-surface\">\u4ece\u7269\u8054\u7f51\u5230\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\u7684\u6f14\u8fdb\uff1a\u66f4\u5e7f\u6cdb\u7684\u5b89\u5168\u5a01\u80c1<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u7684\u7269\u8054\u7f51\u7cfb\u7edf\u4e3b\u8981\u4fa7\u91cd\u4e8e\u8fde\u63a5\u548c\u8fdc\u7a0b\u76d1\u63a7\u3002\u4f20\u611f\u5668\u6536\u96c6\u6570\u636e\uff0c\u7f51\u5173\u4f20\u8f93\u6570\u636e\uff0c\u96c6\u4e2d\u5f0f\u5e73\u53f0\u5904\u7406\u5e76\u53ef\u89c6\u5316\u4fe1\u606f\u3002\u5b89\u5168\u95ee\u9898\u867d\u7136\u91cd\u8981\uff0c\u4f46\u901a\u5e38\u56f4\u7ed5\u8bbe\u5907\u8ba4\u8bc1\u3001\u52a0\u5bc6\u901a\u4fe1\u548c\u8fdc\u7a0b\u8bbf\u95ee\u63a7\u5236\u5c55\u5f00\u3002.<\/p>\n\n\n\n<p class=\"ticss-86932f3d wp-block-paragraph\"><a href=\"https:\/\/www.trugemtech.com\/zh\/aiot-solution\/\">AIoT<\/a> \u7cfb\u7edf\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u4e86\u8fd9\u79cd\u6a21\u5f0f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7\u96c6\u6210\u4eba\u5de5\u667a\u80fd\u529f\u80fd\uff08\u4f8b\u5982\u5f02\u5e38\u68c0\u6d4b\u3001\u9884\u6d4b\u5206\u6790\u548c\u81ea\u52a8\u5316\u51b3\u7b56\u652f\u6301\uff09\uff0c\u8fb9\u7f18\u8bbe\u5907\u73b0\u5728\u53ef\u4ee5\u79ef\u6781\u53c2\u4e0e\u5230\u8fd0\u8425\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u3002\u5728\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u73af\u5883\u4e2d\uff0c\u8fd9\u901a\u5e38\u610f\u5473\u7740\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b9e\u65f6\u68c0\u6d4b\u5f02\u5e38\u60c5\u51b5<\/li>\n\n\n\n<li>\u89e6\u53d1\u8b66\u62a5\u6216\u7d27\u6025\u54cd\u5e94<\/li>\n\n\n\n<li>\u652f\u6301\u6216\u81ea\u52a8\u5316\u8fd0\u8425\u51b3\u7b56<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0cAIoT \u5b89\u5168\u4e0d\u4ec5\u8981\u5173\u6ce8\u6570\u636e\u4fdd\u62a4\uff0c\u8fd8\u8981\u5173\u6ce8\u51b3\u7b56\u7684\u5b8c\u6574\u6027\u3002\u4e00\u4e2a\u88ab\u5165\u4fb5\u7684 AIoT \u7cfb\u7edf\u65e0\u9700\u505c\u6b62\u8fd0\u884c\u5373\u53ef\u9020\u6210\u5371\u5bb3\uff1b\u5b83\u53ea\u9700\u8981\u4ea7\u751f\u8bef\u5bfc\u6027\u7684\u6d1e\u5bdf\u6216\u5ef6\u8fdf\u7684\u9884\u8b66\u5373\u53ef\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u5916\uff0c\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\uff08AIoT\uff09\u663e\u8457\u6269\u5927\u4e86\u653b\u51fb\u9762\u3002\u8fb9\u7f18\u8282\u70b9\u5206\u5e03\u5e7f\u6cdb\uff0c\u901a\u5e38\u90e8\u7f72\u5728\u6076\u52a3\u6216\u65e0\u4eba\u503c\u5b88\u7684\u73af\u5883\u4e2d\uff0c\u5e76\u4e14\u9700\u8981\u8fde\u7eed\u8fd0\u884c\u6570\u5e74\u3002\u8fd9\u4e9b\u56e0\u7d20\u4f7f\u5f97\u5b83\u4eec\u6210\u4e3a\u7f51\u7edc\u653b\u51fb\u548c\u7269\u7406\u653b\u51fb\u7684\u7406\u60f3\u76ee\u6807\u3002.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"897\" src=\"https:\/\/www.trugemtech.com\/wp-content\/uploads\/2026\/02\/AIoT-Security-1024x897.png\" alt=\"AIoT \u5b89\u5168\" class=\"wp-image-3916\" style=\"width:auto;height:500px\" srcset=\"https:\/\/www.trugemtech.com\/wp-content\/uploads\/2026\/02\/AIoT-Security-1024x897.png 1024w, https:\/\/www.trugemtech.com\/wp-content\/uploads\/2026\/02\/AIoT-Security-300x263.png 300w, https:\/\/www.trugemtech.com\/wp-content\/uploads\/2026\/02\/AIoT-Security-768x673.png 768w, https:\/\/www.trugemtech.com\/wp-content\/uploads\/2026\/02\/AIoT-Security-14x12.png 14w, https:\/\/www.trugemtech.com\/wp-content\/uploads\/2026\/02\/AIoT-Security.png 1084w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-edge-computing-changes-the-security-equation\">\u8fb9\u7f18\u8ba1\u7b97\u4e3a\u4f55\u6539\u53d8\u5b89\u5168\u683c\u5c40<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fb9\u7f18\u8ba1\u7b97\u5728\u73b0\u4ee3\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51 (AIoT) \u67b6\u6784\u4e2d\u626e\u6f14\u7740\u6838\u5fc3\u89d2\u8272\u3002\u901a\u8fc7\u5728\u672c\u5730\u5904\u7406\u6570\u636e\uff0c\u8fb9\u7f18\u8bbe\u5907\u53ef\u4ee5\u964d\u4f4e\u5ef6\u8fdf\u3001\u8282\u7701\u5e26\u5bbd\uff0c\u5373\u4f7f\u5728\u4e91\u8fde\u63a5\u53d7\u9650\u6216\u4e0d\u53ef\u7528\u7684\u60c5\u51b5\u4e0b\u4e5f\u80fd\u5b9e\u73b0\u5b9e\u65f6\u54cd\u5e94\u3002\u5bf9\u4e8e\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u800c\u8a00\uff0c\u8fd9\u4e9b\u4f18\u52bf\u81f3\u5173\u91cd\u8981\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u800c\uff0c\u8fb9\u7f18\u8ba1\u7b97\u5b89\u5168\u5e26\u6765\u4e86\u72ec\u7279\u7684\u6311\u6218\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u7269\u7406\u66b4\u9732<\/strong><br>\u8fb9\u7f18\u8bbe\u5907\u901a\u5e38\u5b89\u88c5\u5728\u53d8\u7535\u7ad9\u3001\u8def\u8fb9\u673a\u67dc\u3001\u8f66\u8f86\u6216\u8fdc\u7a0b\u8bbe\u65bd\u4e2d\u3002\u7269\u7406\u8bbf\u95ee\u4f1a\u589e\u52a0\u7be1\u6539\u3001\u672a\u7ecf\u6388\u6743\u7684\u8c03\u8bd5\u6216\u786c\u4ef6\u66f4\u6362\u7684\u98ce\u9669\u3002.<\/li>\n\n\n\n<li><strong>\u90e8\u7f72\u751f\u547d\u5468\u671f\u957f<\/strong><br>\u4e0e\u6bcf\u9694\u51e0\u5e74\u5c31\u9700\u8981\u66f4\u65b0\u6362\u4ee3\u7684IT\u786c\u4ef6\u4e0d\u540c\uff0cAIoT\u8fb9\u7f18\u8bbe\u5907\u53ef\u80fd\u4f1a\u6301\u7eed\u4f7f\u7528\u5341\u5e74\u751a\u81f3\u66f4\u4e45\u3002\u56e0\u6b64\uff0c\u5b89\u5168\u673a\u5236\u5fc5\u987b\u5728\u957f\u671f\u4f7f\u7528\u4e2d\u4fdd\u6301\u7a33\u5065\u53ef\u9760\u3002.<\/li>\n\n\n\n<li><strong>\u8fd0\u8425\u81ea\u4e3b\u6027<\/strong><br>\u8fb9\u7f18\u7cfb\u7edf\u901a\u5e38\u81ea\u4e3b\u8fd0\u884c\u3002\u5982\u679c\u906d\u5230\u5165\u4fb5\uff0c\u5b83\u4eec\u53ef\u80fd\u5728\u4e0d\u88ab\u7acb\u5373\u5bdf\u89c9\u7684\u60c5\u51b5\u4e0b\u7ee7\u7eed\u4ee5\u6709\u5bb3\u6216\u8bef\u5bfc\u7684\u65b9\u5f0f\u8fd0\u884c\u3002.<\/li>\n\n\n\n<li><strong>\u5f02\u8d28\u73af\u5883<\/strong><br>\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u7f51\u7edc\u901a\u5e38\u5c06\u4f20\u7edf\u7cfb\u7edf\u4e0e\u73b0\u4ee3 AIoT \u8fb9\u7f18\u8bbe\u5907\u76f8\u7ed3\u5408\uff0c\u8fd9\u4f7f\u5f97\u7edf\u4e00\u5b89\u5168\u7ba1\u7406\u53d8\u5f97\u590d\u6742\u3002.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u56e0\u7d20\u6e05\u695a\u5730\u8868\u660e\uff0c\u5b89\u5168\u6027\u4e0d\u80fd\u201c\u4e8b\u540e\u6dfb\u52a0\u201d\uff0c\u800c\u5fc5\u987b\u4ece\u4e00\u5f00\u59cb\u5c31\u878d\u5165\u7cfb\u7edf\u67b6\u6784\u7684\u8bbe\u8ba1\u4e4b\u4e2d\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-understanding-security-by-design-in-the-aiot-context\">\u7406\u89e3\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\u73af\u5883\u4e0b\u7684\u201c\u5b89\u5168\u8bbe\u8ba1\u201d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u5b89\u5168\u8bbe\u8ba1\u201d\u7406\u5ff5\u5f3a\u8c03\u4e3b\u52a8\u98ce\u9669\u7ba1\u7406\u800c\u975e\u88ab\u52a8\u7f13\u89e3\u3002\u5728\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51 (AIoT) \u5b89\u5168\u9886\u57df\uff0c\u8fd9\u610f\u5473\u7740\u5728\u90e8\u7f72\u4e4b\u524d\u5c31\u9884\u5148\u8bbe\u60f3\u6545\u969c\u6a21\u5f0f\u3001\u653b\u51fb\u9014\u5f84\u548c\u6ee5\u7528\u573a\u666f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\u4e2d\u7684\u5b89\u5168\u8bbe\u8ba1\u901a\u5e38\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u786c\u4ef6\u5c42\u9762\u7684\u4fe1\u4efb\u951a\u70b9<\/li>\n\n\n\n<li>\u5b89\u5168\u542f\u52a8\u548c\u56fa\u4ef6\u5b8c\u6574\u6027<\/li>\n\n\n\n<li>\u5f3a\u5927\u7684\u8eab\u4efd\u548c\u8ba4\u8bc1\u673a\u5236<\/li>\n\n\n\n<li>\u52a0\u5bc6\u8ba4\u8bc1\u901a\u4fe1<\/li>\n\n\n\n<li>\u53d7\u63a7\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u90e8\u7f72\u548c\u66f4\u65b0<\/li>\n\n\n\n<li>\u5728\u906d\u53d7\u653b\u51fb\u6216\u6545\u969c\u65f6\u4fdd\u6301\u5f39\u6027\u8fd0\u884c\u884c\u4e3a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u65b9\u6cd5\u5e76\u975e\u4ec5\u4ec5\u5173\u6ce8\u9632\u6b62\u653b\u51fb\uff0c\u800c\u662f\u786e\u4fdd\u7cfb\u7edf\u80fd\u591f\u5b89\u5168\u6545\u969c\u3001\u4f18\u96c5\u964d\u7ea7\uff0c\u5373\u4f7f\u5728\u4e0d\u5229\u6761\u4ef6\u4e0b\u4e5f\u80fd\u4fdd\u6301\u53ef\u63a7\u6027\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-hardware-based-trust-the-foundation-of-aiot-security\">\u57fa\u4e8e\u786c\u4ef6\u7684\u4fe1\u4efb\uff1a\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\u5b89\u5168\u7684\u57fa\u7840<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bcf\u4e2a\u5b89\u5168\u7684AIoT\u7cfb\u7edf\u90fd\u59cb\u4e8e\u53ef\u4fe1\u7684\u786c\u4ef6\u57fa\u7840\u3002\u5982\u679c\u6ca1\u6709\u57fa\u4e8e\u786c\u4ef6\u7684\u4fe1\u4efb\uff0c\u66f4\u9ad8\u5c42\u7684\u5b89\u5168\u673a\u5236\u5c31\u7f3a\u4e4f\u53ef\u9760\u7684\u951a\u70b9\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5173\u952e\u8981\u7d20\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u786c\u4ef6\u4fe1\u4efb\u6839<\/strong><br>\u5b89\u5168\u5143\u4ef6\u3001TPM \u6216\u53ef\u4fe1\u6267\u884c\u73af\u5883\u5efa\u7acb\u4e0d\u53ef\u66f4\u6539\u7684\u4fe1\u4efb\u951a\u3002.<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u542f\u52a8<\/strong><br>\u8bbe\u5907\u5728\u542f\u52a8\u65f6\u9a8c\u8bc1\u56fa\u4ef6\u5b8c\u6574\u6027\uff0c\u786e\u4fdd\u53ea\u6709\u6388\u6743\u8f6f\u4ef6\u624d\u80fd\u6267\u884c\u3002.<\/li>\n\n\n\n<li><strong>\u552f\u4e00\u8bbe\u5907\u6807\u8bc6<\/strong><br>\u52a0\u5bc6\u8eab\u4efd\u53ef\u9632\u6b62\u8bbe\u5907\u5192\u7528\u548c\u672a\u7ecf\u6388\u6743\u7684\u7f51\u7edc\u8bbf\u95ee\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u90e8\u7f72\u5728\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u4e2d\u7684AIoT\u8fb9\u7f18\u8bbe\u5907\u800c\u8a00\uff0c\u57fa\u4e8e\u786c\u4ef6\u7684\u4fe1\u4efb\u673a\u5236\u5fc5\u4e0d\u53ef\u5c11\u3002\u5b83\u80fd\u786e\u4fdd\u5373\u4f7f\u653b\u51fb\u8005\u83b7\u5f97\u7269\u7406\u8bbf\u95ee\u6743\u9650\uff0c\u4e5f\u65e0\u6cd5\u8f7b\u6613\u7834\u574f\u7cfb\u7edf\u5b8c\u6574\u6027\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-zero-trust-principles-for-aiot-edge-architectures\">\u9762\u5411\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\u8fb9\u7f18\u67b6\u6784\u7684\u96f6\u4fe1\u4efb\u539f\u5219<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u7f51\u7edc\u5b89\u5168\u901a\u5e38\u5047\u8bbe\u53d7\u4fe1\u4efb\u8fb9\u754c\u5185\u7684\u8bbe\u5907\u662f\u5b89\u5168\u7684\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u73b0\u4ee3\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51 (AIoT) \u90e8\u7f72\u8d8a\u6765\u8d8a\u591a\u5730\u91c7\u7528\u96f6\u4fe1\u4efb\u7269\u8054\u7f51\u67b6\u6784\u539f\u5219\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u96f6\u4fe1\u4efb\u6a21\u5f0f\u4e0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u4efb\u4f55\u8bbe\u5907\u6216\u7f51\u7edc\u6bb5\u5747\u4e0d\u53d7\u4fe1\u4efb\u3002<\/li>\n\n\n\n<li>\u6240\u6709\u901a\u4fe1\u8bf7\u6c42\u90fd\u9700\u8981\u8eab\u4efd\u9a8c\u8bc1\u548c\u6388\u6743\u3002<\/li>\n\n\n\n<li>\u8bbf\u95ee\u6743\u9650\u9075\u5faa\u6700\u5c0f\u6743\u9650\u539f\u5219\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51 (AIoT) \u7cfb\u7edf\u800c\u8a00\uff0c\u96f6\u4fe1\u4efb\u673a\u5236\u80fd\u591f\u663e\u8457\u964d\u4f4e\u6a2a\u5411\u79fb\u52a8\u98ce\u9669\u3002\u5373\u4f7f\u4e00\u4e2a\u8fb9\u7f18\u8282\u70b9\u906d\u5230\u5165\u4fb5\uff0c\u653b\u51fb\u8005\u4e5f\u65e0\u6cd5\u8f7b\u6613\u5730\u5728\u7f51\u7edc\u4e2d\u6a2a\u5411\u79fb\u52a8\uff0c\u8bbf\u95ee\u5176\u4ed6\u5173\u952e\u8d44\u4ea7\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u5916\uff0c\u96f6\u4fe1\u4efb\u652f\u6301\u8de8\u5927\u578b\u5206\u5e03\u5f0f AIoT \u90e8\u7f72\u7684\u53ef\u6269\u5c55\u5b89\u5168\u7ba1\u7406\u2014\u2014\u8fd9\u662f\u516c\u7528\u4e8b\u4e1a\u3001\u4ea4\u901a\u8fd0\u8f93\u548c\u667a\u6167\u57ce\u5e02\u57fa\u7840\u8bbe\u65bd\u7684\u5e38\u89c1\u9700\u6c42\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-securing-ai-models-at-the-edge\">\u4fdd\u969c\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u5b89\u5168<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u663e\u8457\u7684\u7279\u70b9\u4e4b\u4e00\u662f <strong>AIoT \u5b89\u5168<\/strong> \u4fdd\u62a4\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u672c\u8eab\u81f3\u5173\u91cd\u8981\u3002\u4e0e\u4f20\u7edf\u8f6f\u4ef6\u903b\u8f91\u4e0d\u540c\uff0c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5f15\u5165\u4e86\u65b0\u7684\u653b\u51fb\u9014\u5f84\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6a21\u578b\u7be1\u6539<\/strong><br>\u672a\u7ecf\u6388\u6743\u66ff\u6362\u6216\u4fee\u6539\u63a8\u7406\u6a21\u578b\u53ef\u80fd\u4f1a\u5fae\u5999\u5730\u6539\u53d8\u7cfb\u7edf\u884c\u4e3a\u3002.<\/li>\n\n\n\n<li><strong>\u6570\u636e\u4e2d\u6bd2<\/strong><br>\u7be1\u6539\u4f20\u611f\u5668\u6570\u636e\u53ef\u80fd\u5bfc\u81f4\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4ea7\u751f\u4e0d\u51c6\u786e\u7684\u9884\u6d4b\u6216\u9519\u8fc7\u5173\u952e\u4e8b\u4ef6\u3002.<\/li>\n\n\n\n<li><strong>\u6a21\u578b\u76d7\u7a83<\/strong><br>\u5982\u679c\u4fdd\u62a4\u63aa\u65bd\u4e0d\u8db3\uff0c\u5d4c\u5165\u8fb9\u7f18\u8bbe\u5907\u7684\u4e13\u6709\u6a21\u578b\u53ef\u80fd\u4f1a\u88ab\u63d0\u53d6\u51fa\u6765\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u5e94\u5bf9\u8fd9\u4e9b\u98ce\u9669\uff0c\u7ec4\u7ec7\u5e94\u91c7\u53d6\u4ee5\u4e0b\u63aa\u65bd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u52a0\u5bc6\u7b7e\u540d\u548c\u9a8c\u8bc1<\/li>\n\n\n\n<li>\u5b89\u5168\u7684\u5b58\u50a8\u548c\u6267\u884c\u73af\u5883<\/li>\n\n\n\n<li>\u6301\u7eed\u76d1\u6d4b\u5f02\u5e38\u63a8\u7406\u884c\u4e3a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u9886\u57df\uff0c\u5b89\u5168\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u53ef\u786e\u4fdd\u81ea\u52a8\u5316\u667a\u80fd\u4fdd\u6301\u53ef\u9760\u3001\u53ef\u9884\u6d4b\uff0c\u5e76\u7b26\u5408\u8fd0\u884c\u5b89\u5168\u8981\u6c42\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-safe-autonomy-designing-for-failure-and-degradation\">\u5b89\u5168\u81ea\u4e3b\uff1a\u4e3a\u6545\u969c\u548c\u6027\u80fd\u4e0b\u964d\u800c\u8bbe\u8ba1<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u90e8\u7f72\u5728\u8fb9\u7f18\u7684AIoT\u7cfb\u7edf\u901a\u5e38\u5177\u6709\u9ad8\u5ea6\u81ea\u4e3b\u6027\u3002\u867d\u7136\u8fd9\u79cd\u81ea\u4e3b\u6027\u63d0\u9ad8\u4e86\u6548\u7387\u548c\u5f39\u6027\uff0c\u4f46\u4e5f\u5f15\u51fa\u4e86\u4e00\u4e2a\u91cd\u8981\u95ee\u9898\uff1a\u5f53AI\u53d1\u751f\u6545\u969c\u6216\u53d7\u5230\u653b\u51fb\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u4e8e\u5b89\u5168\u8bbe\u8ba1\u539f\u5219\u9700\u8981\u660e\u786e\u7684\u7b54\u6848\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u4f73\u5b9e\u8df5\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5907\u7528\u673a\u5236<\/strong><br>\u5f53\u4eba\u5de5\u667a\u80fd\u63a8\u7406\u53d8\u5f97\u4e0d\u53ef\u9760\u65f6\uff0c\u7cfb\u7edf\u5e94\u8be5\u6062\u590d\u5230\u57fa\u4e8e\u89c4\u5219\u7684\u903b\u8f91\u6216\u9884\u5b9a\u4e49\u7684\u5b89\u5168\u9608\u503c\u3002.<\/li>\n\n\n\n<li><strong>\u591a\u7ea7\u62a5\u8b66<\/strong><br>\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u8b66\u62a5\u4e0d\u5e94\u89e6\u53d1\u4e0d\u53ef\u9006\u8f6c\u7684\u884c\u52a8\uff0c\u800c\u5e94\u9010\u6b65\u5347\u7ea7\uff0c\u4ee5\u4fbf\u8fdb\u884c\u4eba\u5de5\u5e72\u9884\u3002.<\/li>\n\n\n\n<li><strong>\u8fd0\u8425\u900f\u660e\u5ea6<\/strong><br>\u64cd\u4f5c\u4eba\u5458\u5fc5\u987b\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u662f\u5982\u4f55\u505a\u51fa\u51b3\u7b56\u7684\uff0c\u5c24\u5176\u662f\u5728\u53d1\u751f\u5f02\u5e38\u4e8b\u4ef6\u65f6\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u4e00\u6765\uff0c\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u4fdd\u62a4\u4e0d\u4ec5\u5173\u6ce8\u9632\u6b62\u653b\u51fb\uff0c\u8fd8\u5173\u6ce8\u5728\u4e0d\u786e\u5b9a\u60c5\u51b5\u4e0b\u7ef4\u6301\u5b89\u5168\u8fd0\u884c\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-lifecycle-security-from-deployment-to-decommissioning\">\u751f\u547d\u5468\u671f\u5b89\u5168\uff1a\u4ece\u90e8\u7f72\u5230\u9000\u5f79<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AIoT \u5b89\u5168\u5e76\u975e\u6b62\u4e8e\u90e8\u7f72\u3002\u4e8b\u5b9e\u4e0a\uff0c\u957f\u671f\u751f\u547d\u5468\u671f\u7ba1\u7406\u662f\u4fdd\u62a4\u8fb9\u7f18\u57fa\u7840\u8bbe\u65bd\u6700\u5177\u6311\u6218\u6027\u7684\u65b9\u9762\u4e4b\u4e00\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6709\u6548\u7684\u751f\u547d\u5468\u671f\u5b89\u5168\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b89\u5168\u53ef\u9760\u7684OTA\u66f4\u65b0<\/li>\n\n\n\n<li>\u7248\u672c\u63a7\u5236\u548c\u56de\u6eda\u673a\u5236<\/li>\n\n\n\n<li>\u6301\u7eed\u8106\u5f31\u6027\u8bc4\u4f30<\/li>\n\n\n\n<li>\u5168\u9762\u7684\u65e5\u5fd7\u8bb0\u5f55\u548c\u5ba1\u8ba1\u8ddf\u8e2a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u529f\u80fd\u53ef\u786e\u4fdd AIoT \u8fb9\u7f18\u7cfb\u7edf\u5728\u5a01\u80c1\u6f14\u53d8\u548c\u8fd0\u8425\u9700\u6c42\u53d8\u5316\u7684\u60c5\u51b5\u4e0b\u4fdd\u6301\u5b89\u5168\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-regulatory-and-industry-implications\">\u76d1\u7ba1\u548c\u884c\u4e1a\u5f71\u54cd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5404\u56fd\u653f\u5e9c\u548c\u884c\u4e1a\u673a\u6784\u65e5\u76ca\u8ba4\u8bc6\u5230\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51 (AIoT) \u5b89\u5168\u5bf9\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u7684\u91cd\u8981\u6027\u3002\u73b0\u884c\u6cd5\u89c4\u548c\u6807\u51c6\u5f3a\u8c03\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f9b\u5e94\u94fe\u5b89\u5168<\/li>\n\n\n\n<li>\u8bbe\u5907\u7ea7\u4fe1\u4efb\u548c\u53ef\u8ffd\u6eaf\u6027<\/li>\n\n\n\n<li>\u8fd0\u8425\u97e7\u6027\u548c\u4e8b\u4ef6\u54cd\u5e94<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0cAIoT \u5b89\u5168\u8bbe\u8ba1\u6b63\u9010\u6e10\u6210\u4e3a\u5408\u89c4\u7684\u5148\u51b3\u6761\u4ef6\uff0c\u800c\u975e\u7ade\u4e89\u4f18\u52bf\u3002\u65e9\u671f\u6295\u8d44\u4e8e\u5b89\u5168\u8fb9\u7f18\u67b6\u6784\u7684\u7ec4\u7ec7\u66f4\u6709\u80fd\u529b\u6ee1\u8db3\u672a\u6765\u7684\u76d1\u7ba1\u8981\u6c42\u548c\u5ba2\u6237\u671f\u671b\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-aiot-security-determines-the-future-of-edge-intelligence\">\u4e3a\u4ec0\u4e48AIoT\u5b89\u5168\u51b3\u5b9a\u8fb9\u7f18\u667a\u80fd\u7684\u672a\u6765<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51 (AIoT) \u7684\u666e\u53ca\u52a0\u901f\uff0c\u95ee\u9898\u4e0d\u518d\u662f\u8fb9\u7f18\u667a\u80fd\u662f\u5426\u4f1a\u5728\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u4e2d\u53d1\u6325\u4f5c\u7528\uff0c\u800c\u662f\u5982\u4f55\u5b89\u5168\u8d1f\u8d23\u5730\u90e8\u7f72\u5b83\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90a3\u4e9b\u4f18\u5148\u8003\u8651\u6027\u80fd\u800c\u5ffd\u89c6\u5b89\u5168\u6027\u7684\u7cfb\u7edf\uff0c\u867d\u7136\u53ef\u80fd\u83b7\u5f97\u77ed\u671f\u6536\u76ca\uff0c\u4f46\u5374\u9762\u4e34\u957f\u671f\u98ce\u9669\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u9075\u5faa\u201c\u5b89\u5168\u8bbe\u8ba1\u201d\u539f\u5219\u6784\u5efa\u7684AIoT\u5e73\u53f0\u5219\u80fd\u591f\u5b9e\u73b0\u4ee5\u4e0b\u76ee\u6807\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53ef\u4fe1\u8d56\u7684\u81ea\u52a8\u5316<\/li>\n\n\n\n<li>\u53ef\u6301\u7eed\u53ef\u6269\u5c55\u6027<\/li>\n\n\n\n<li>\u957f\u671f\u8fd0\u8425\u4fe1\u5fc3<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f52\u6839\u7ed3\u5e95\uff0cAIoT \u5b89\u5168\u5e76\u975e\u521b\u65b0\u7684\u963b\u788d\u3002\u76f8\u53cd\uff0c\u5b83\u662f\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u8fb9\u7f18\u7cfb\u7edf\u5728\u5173\u952e\u4efb\u52a1\u73af\u5883\u4e2d\u53d1\u6325\u771f\u6b63\u4ef7\u503c\u7684\u57fa\u7840\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-conclusion\">\u7ed3\u8bba<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4fdd\u62a4\u8fb9\u7f18\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u9700\u8981\u7684\u4e0d\u4ec5\u4ec5\u662f\u6e10\u8fdb\u5f0f\u7684\u5b89\u5168\u589e\u5f3a\u3002\u5b83\u9700\u8981\u4ece\u4e00\u5f00\u59cb\u5c31\u91c7\u7528\u6574\u4f53\u65b9\u6cd5\uff0c\u5c06\u786c\u4ef6\u4fe1\u4efb\u3001\u96f6\u4fe1\u4efb\u7f51\u7edc\u3001\u5b89\u5168\u4eba\u5de5\u667a\u80fd\u548c\u5f39\u6027\u8fd0\u7ef4\u8bbe\u8ba1\u6574\u5408\u8d77\u6765\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7\u91c7\u7528\u201cAIoT \u5b89\u5168\u8bbe\u8ba1\u201d\uff0c\u4f01\u4e1a\u53ef\u4ee5\u786e\u4fdd\u8fb9\u7f18\u667a\u80fd\u589e\u5f3a\u53ef\u9760\u6027\uff0c\u800c\u4e0d\u662f\u5f15\u5165\u65b0\u7684\u6f0f\u6d1e\u3002\u5728\u57fa\u7840\u8bbe\u65bd\u7cfb\u7edf\u65e5\u76ca\u4f9d\u8d56\u81ea\u4e3b\u51b3\u7b56\u7684\u4eca\u5929\uff0c\u6784\u5efa\u8fb9\u7f18\u4fe1\u4efb\u4e0d\u4ec5\u662f\u4e00\u9879\u6280\u672f\u6311\u6218\uff0c\u66f4\u662f\u4e00\u9879\u6218\u7565\u8981\u52a1\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>As artificial intelligence and the Internet of Things continue to converge, AIoT Security has emerged as one of the most pressing challenges facing critical infrastructure operators worldwide. Power grids, transportation systems, oil and gas facilities, water utilities, and public safety networks increasingly rely on AI-driven IoT systems deployed at the network edge. These systems do&hellip;&nbsp;<a href=\"https:\/\/www.trugemtech.com\/zh\/\u901a\u8fc7\u8bbe\u8ba1\u5b9e\u73b0\u7269\u8054\u7f51\u5b89\u5168\uff0c\u4fdd\u62a4\u8fb9\u7f18\u5173\u952e\u57fa\u7840\u8bbe\u65bd\/\" class=\"\" rel=\"bookmark\">\u9605\u8bfb\u66f4\u591a \"<span class=\"screen-reader-text\">\u4ece\u8bbe\u8ba1\u4e0a\u5b9e\u73b0AIoT\u5b89\u5168\uff1a\u4fdd\u62a4\u8fb9\u7f18\u5173\u952e\u57fa\u7840\u8bbe\u65bd<\/span><\/a><\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","_themeisle_gutenberg_block_has_review":false,"_ti_tpc_template_sync":false,"_ti_tpc_template_id":"","footnotes":""},"class_list":["post-3914","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v23.6 (Yoast SEO v23.8) - 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