{"id":3340,"date":"2025-09-25T11:35:07","date_gmt":"2025-09-25T03:35:07","guid":{"rendered":"https:\/\/safevv.org\/?p=3340"},"modified":"2025-09-25T11:35:14","modified_gmt":"2025-09-25T03:35:14","slug":"%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0","status":"publish","type":"post","link":"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/","title":{"rendered":"\u9690\u79c1\u8ba1\u7b97\u878d\u5408\uff1a\u6570\u636e \u201c\u53ef\u7528\u4e0d\u53ef\u89c1\u201d \u6280\u672f\u843d\u5730"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 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href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%EF%BC%88%E4%BA%8C%EF%BC%89%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%B8%8E%E5%8A%A0%E5%AF%86%E5%AD%98%E5%82%A8%E5%8D%8F%E5%90%8C%E4%BC%98%E5%8C%96\" >\uff08\u4e8c\uff09\u9690\u79c1\u8ba1\u7b97\u4e0e\u52a0\u5bc6\u5b58\u50a8\u534f\u540c\u4f18\u5316<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%E4%BA%8C%E3%80%81%E6%95%B0%E5%AD%97%E5%AD%AA%E7%94%9F%E5%AE%89%E5%85%A8%EF%BC%9A%E8%99%9A%E5%AE%9E%E6%98%A0%E5%B0%84%E4%B8%8B%E7%9A%84%E6%95%B0%E6%8D%AE%E9%98%B2%E6%8A%A4\" 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href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%EF%BC%88%E4%BA%8C%EF%BC%89%E5%AD%AA%E7%94%9F%E6%95%B0%E6%8D%AE%E6%B3%84%E9%9C%B2%E9%98%B2%E6%8A%A4%E4%B8%8E%E5%AE%A1%E8%AE%A1\" >\uff08\u4e8c\uff09\u5b6a\u751f\u6570\u636e\u6cc4\u9732\u9632\u62a4\u4e0e\u5ba1\u8ba1<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%E4%B8%89%E3%80%81AI_%E5%AE%89%E5%85%A8%E6%B2%BB%E7%90%86%EF%BC%9A%E6%A8%A1%E5%9E%8B%E4%B8%8E%E6%95%B0%E6%8D%AE%E5%8F%8C%E7%BB%B4%E5%BA%A6%E9%98%B2%E6%8A%A4\" >\u4e09\u3001AI \u5b89\u5168\u6cbb\u7406\uff1a\u6a21\u578b\u4e0e\u6570\u636e\u53cc\u7ef4\u5ea6\u9632\u62a4<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%EF%BC%88%E4%B8%80%EF%BC%89AI_%E6%A8%A1%E5%9E%8B%E5%85%A8%E7%94%9F%E5%91%BD%E5%91%A8%E6%9C%9F%E5%AE%89%E5%85%A8\" >\uff08\u4e00\uff09AI \u6a21\u578b\u5168\u751f\u547d\u5468\u671f\u5b89\u5168<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%EF%BC%88%E4%BA%8C%EF%BC%89AI_%E8%AE%AD%E7%BB%83%E6%95%B0%E6%8D%AE%E5%AE%89%E5%85%A8%E9%98%B2%E6%8A%A4\" >\uff08\u4e8c\uff09AI \u8bad\u7ec3\u6570\u636e\u5b89\u5168\u9632\u62a4<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%E5%9B%9B%E3%80%81%E5%BC%82%E6%9E%84%E7%BB%88%E7%AB%AF%E9%80%82%E9%85%8D%EF%BC%9A%E7%89%A9%E8%81%94%E7%BD%91%E5%85%A8%E5%9C%BA%E6%99%AF%E5%AE%89%E5%85%A8%E8%A6%86%E7%9B%96\" >\u56db\u3001\u5f02\u6784\u7ec8\u7aef\u9002\u914d\uff1a\u7269\u8054\u7f51\u5168\u573a\u666f\u5b89\u5168\u8986\u76d6<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%EF%BC%88%E4%B8%80%EF%BC%89%E8%BD%BB%E9%87%8F%E7%BA%A7%E5%8A%A0%E5%AF%86%E6%8A%80%E6%9C%AF%E4%B8%8E%E5%8D%8F%E8%AE%AE%E9%80%82%E9%85%8D\" >\uff08\u4e00\uff09\u8f7b\u91cf\u7ea7\u52a0\u5bc6\u6280\u672f\u4e0e\u534f\u8bae\u9002\u914d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%EF%BC%88%E4%BA%8C%EF%BC%89%E5%BC%82%E6%9E%84%E7%BB%88%E7%AB%AF%E8%BA%AB%E4%BB%BD%E8%AE%A4%E8%AF%81%E4%B8%8E%E7%AE%A1%E7%90%86\" >\uff08\u4e8c\uff09\u5f02\u6784\u7ec8\u7aef\u8eab\u4efd\u8ba4\u8bc1\u4e0e\u7ba1\u7406<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%E4%BA%94%E3%80%81%E5%88%9B%E6%96%B0%E6%8A%80%E6%9C%AF%E9%81%BF%E5%9D%91%E6%A1%88%E4%BE%8B%EF%BC%9A%E5%A4%8D%E6%9D%82%E5%9C%BA%E6%99%AF%E8%A7%A3%E5%86%B3\" 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href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%EF%BC%88%E4%BA%8C%EF%BC%89%E6%95%B0%E5%AD%97%E5%AD%AA%E7%94%9F%E6%95%B0%E6%8D%AE%E6%B3%84%E9%9C%B2%EF%BC%9A%E4%BA%A4%E4%BA%92%E6%8C%87%E4%BB%A4%E6%9C%AA%E5%8A%A0%E5%AF%86\" >\uff08\u4e8c\uff09\u6570\u5b57\u5b6a\u751f\u6570\u636e\u6cc4\u9732\uff1a\u4ea4\u4e92\u6307\u4ee4\u672a\u52a0\u5bc6<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%E5%85%AD%E3%80%81%E5%88%9B%E6%96%B0%E6%8A%80%E6%9C%AF%E5%B7%A5%E5%85%B7%E9%9B%86%E4%B8%8E%E8%B5%84%E6%BA%90%E8%8E%B7%E5%8F%96\" >\u516d\u3001\u521b\u65b0\u6280\u672f\u5de5\u5177\u96c6\u4e0e\u8d44\u6e90\u83b7\u53d6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/25\/%e9%9a%90%e7%a7%81%e8%ae%a1%e7%ae%97%e8%9e%8d%e5%90%88%ef%bc%9a%e6%95%b0%e6%8d%ae-%e5%8f%af%e7%94%a8%e4%b8%8d%e5%8f%af%e8%a7%81-%e6%8a%80%e6%9c%af%e8%90%bd%e5%9c%b0\/#%E4%B8%83%E3%80%81%E6%80%BB%E7%BB%93%EF%BC%9A%E5%88%9B%E6%96%B0%E6%8A%80%E6%9C%AF%E6%9E%84%E7%AD%91_SafeW_%E4%BA%A7%E4%B8%9A%E7%BA%A7%E5%AE%89%E5%85%A8%E8%83%BD%E5%8A%9B\" >\u4e03\u3001\u603b\u7ed3\uff1a\u521b\u65b0\u6280\u672f\u6784\u7b51 SafeW \u4ea7\u4e1a\u7ea7\u5b89\u5168\u80fd\u529b<\/a><\/li><\/ul><\/nav><\/div>\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E4%B8%80%EF%BC%89%E6%A0%B8%E5%BF%83%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E6%8A%80%E6%9C%AF%E9%80%82%E9%85%8D%E4%B8%8E%E6%9E%B6%E6%9E%84\"><\/span>\uff08\u4e00\uff09\u6838\u5fc3\u9690\u79c1\u8ba1\u7b97\u6280\u672f\u9002\u914d\u4e0e\u67b6\u6784<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u8054\u90a6\u5b66\u4e60 + \u540c\u6001\u52a0\u5bc6\u6df7\u5408\u65b9\u6848<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6280\u672f\u903b\u8f91\uff1aSafeW \u91c7\u7528 \u201c\u6a2a\u5411\u8054\u90a6\u5b66\u4e60\uff08\u6570\u636e\u5206\u5e03\u5728\u591a\u7ec8\u7aef\uff09+ \u90e8\u5206\u540c\u6001\u52a0\u5bc6\uff08Paillier \u7b97\u6cd5\uff09\u201d\uff0c\u5b9e\u73b0\u591a\u53c2\u4e0e\u65b9\u6570\u636e\u8054\u5408\u8bad\u7ec3\u65f6\u7684\u9690\u79c1\u4fdd\u62a4\uff0c\u539f\u59cb\u6570\u636e\u5168\u7a0b\u4e0d\u51fa\u672c\u5730\uff1b<\/li>\n\n\n\n<li>\u6838\u5fc3\u7ec4\u4ef6\uff1a<\/li>\n\n\n\n<li>\u8054\u90a6\u534f\u8c03\u5668\uff1a\u8d1f\u8d23\u6a21\u578b\u53c2\u6570\u805a\u5408\u3001\u52a0\u5bc6\u5bc6\u94a5\u5206\u53d1\uff0c\u90e8\u7f72\u5728 SafeW \u4e91\u7aef\u4e2d\u67a2\uff1b<\/li>\n\n\n\n<li>\u672c\u5730\u8bad\u7ec3\u8282\u70b9\uff1a\u8fd0\u884c\u5728\u4f01\u4e1a \/ \u7ec8\u7aef\u8bbe\u5907\uff0c\u57fa\u4e8e\u672c\u5730\u52a0\u5bc6\u6570\u636e\u8bad\u7ec3\u6a21\u578b\u5206\u7247\uff0c\u4ec5\u4e0a\u4f20\u52a0\u5bc6\u540e\u7684\u53c2\u6570\u66f4\u65b0\uff1b<\/li>\n\n\n\n<li>\u52a0\u5bc6\u7b97\u5b50\u5e93\uff1a\u96c6\u6210 Paillier \u52a0\u6cd5\u540c\u6001\u3001SM4 \u5bf9\u79f0\u52a0\u5bc6\u7b97\u5b50\uff0c\u652f\u6301\u6a21\u578b\u8bad\u7ec3\u4e2d\u7684\u6570\u636e\u8fd0\u7b97\u52a0\u5bc6\uff1b<\/li>\n\n\n\n<li>\u67b6\u6784\u793a\u610f\u56fe\uff1a<\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u5b9e\u6218\u90e8\u7f72\u793a\u4f8b\uff08\u91d1\u878d\u98ce\u63a7\u8054\u5408\u5efa\u6a21\uff09<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6b65\u9aa4 1\uff1a\u90e8\u7f72\u8054\u90a6\u5b66\u4e60\u5957\u4ef6\uff08<a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><strong>safew \u5b98\u7f51\u4e0b\u8f7d<\/strong><\/a> &#8211; \u6280\u672f\u5de5\u5177 &#8211; \u9690\u79c1\u8ba1\u7b97\uff09\uff1b<\/li>\n\n\n\n<li>\u6b65\u9aa4 2\uff1a\u914d\u7f6e\u8054\u90a6\u8282\u70b9\uff08federated_node.conf\uff09\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;node]node_id = \"bank_001\"  # \u53c2\u4e0e\u65b9IDrole = \"trainer\"      # \u89d2\u8272\uff1a\u8bad\u7ec3\u8282\u70b9coordinator_addr = \"https:\/\/coordinator.safevv.org:9000\"&#91;encryption]homomorphic_alg = \"paillier\"  # \u540c\u6001\u52a0\u5bc6\u7b97\u6cd5key_size = 2048               # \u5bc6\u94a5\u957f\u5ea6sm4_key = \"hex:81A2B3C4D5E6F7081A2B3C4D5E6F7081\"  # \u672c\u5730\u6570\u636e\u52a0\u5bc6\u5bc6\u94a5<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6b65\u9aa4 3\uff1a\u542f\u52a8\u672c\u5730\u8bad\u7ec3\u4e0e\u53c2\u6570\u4e0a\u4f20\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>safew-fl train \\  --model-type \"xgboost\" \\  --local-data \"\/opt\/safew\/encrypted_risk_data\" \\  --epochs 50 \\  --upload-encrypted-params true<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E4%BA%8C%EF%BC%89%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%B8%8E%E5%8A%A0%E5%AF%86%E5%AD%98%E5%82%A8%E5%8D%8F%E5%90%8C%E4%BC%98%E5%8C%96\"><\/span>\uff08\u4e8c\uff09\u9690\u79c1\u8ba1\u7b97\u4e0e\u52a0\u5bc6\u5b58\u50a8\u534f\u540c\u4f18\u5316<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u5206\u7ea7\u5904\u7406\u7b56\u7565<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u654f\u611f\u6570\u636e\uff08\u5982\u7528\u6237\u5f81\u4fe1\uff09\uff1a\u91c7\u7528 \u201c\u5168\u540c\u6001\u52a0\u5bc6 + \u8054\u90a6\u5b66\u4e60\u201d\uff0c\u4ec5\u901a\u8fc7\u52a0\u5bc6\u53c2\u6570\u53c2\u4e0e\u5efa\u6a21\uff1b<\/li>\n\n\n\n<li>\u4e2d\u654f\u611f\u6570\u636e\uff08\u5982\u4ea4\u6613\u6d41\u6c34\uff09\uff1a\u91c7\u7528 \u201c\u5dee\u5206\u9690\u79c1 + SM4 \u52a0\u5bc6\u201d\uff0c\u6dfb\u52a0\u566a\u58f0\u540e\u53c2\u4e0e\u8bad\u7ec3\uff0c\u9690\u79c1\u9884\u7b97 \u03b5&lt;1.0\uff1b<\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u6027\u80fd\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7 \u201c\u6a21\u578b\u526a\u679d + \u52a0\u5bc6\u7b97\u5b50\u786c\u4ef6\u52a0\u901f\u201d\uff0c\u8054\u90a6\u8bad\u7ec3\u6548\u7387\u63d0\u5347 50%\uff0c100 \u4e07\u6761\u6570\u636e\u8054\u5408\u8bad\u7ec3\u8017\u65f6\u4ece 4 \u5c0f\u65f6\u964d\u81f3 1.6 \u5c0f\u65f6\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E6%95%B0%E5%AD%97%E5%AD%AA%E7%94%9F%E5%AE%89%E5%85%A8%EF%BC%9A%E8%99%9A%E5%AE%9E%E6%98%A0%E5%B0%84%E4%B8%8B%E7%9A%84%E6%95%B0%E6%8D%AE%E9%98%B2%E6%8A%A4\"><\/span>\u4e8c\u3001\u6570\u5b57\u5b6a\u751f\u5b89\u5168\uff1a\u865a\u5b9e\u6620\u5c04\u4e0b\u7684\u6570\u636e\u9632\u62a4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E4%B8%80%EF%BC%89%E6%95%B0%E5%AD%97%E5%AD%AA%E7%94%9F%E5%85%A8%E7%94%9F%E5%91%BD%E5%91%A8%E6%9C%9F%E5%AE%89%E5%85%A8%E6%9E%B6%E6%9E%84\"><\/span>\uff08\u4e00\uff09\u6570\u5b57\u5b6a\u751f\u5168\u751f\u547d\u5468\u671f\u5b89\u5168\u67b6\u6784<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u5b89\u5168\u9632\u62a4\u7ef4\u5ea6<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u91c7\u96c6\u5b89\u5168\uff1a\u5de5\u4e1a\u4f20\u611f\u5668\u6570\u636e\u901a\u8fc7 \u201c\u8fb9\u7f18\u4ee3\u7406\u52a0\u5bc6\u201d\uff08SM4\uff09\u540e\u4f20\u8f93\u81f3\u5b6a\u751f\u5e73\u53f0\uff0c\u4f20\u8f93\u534f\u8bae\u91c7\u7528 MQTTs\uff1b<\/li>\n\n\n\n<li>\u6a21\u578b\u5b89\u5168\uff1a\u5b6a\u751f\u6a21\u578b\u6587\u4ef6\uff08\u5982 CAD \u56fe\u7eb8\u3001\u4eff\u771f\u53c2\u6570\uff09\u91c7\u7528 \u201c\u591a\u5c42\u52a0\u5bc6 + \u8bbf\u95ee\u63a7\u5236\u201d\uff0c\u4ec5\u6388\u6743\u5de5\u7a0b\u5e08\u53ef\u8c03\u7528\uff1b<\/li>\n\n\n\n<li>\u4ea4\u4e92\u5b89\u5168\uff1a\u865a\u5b9e\u4ea4\u4e92\u6307\u4ee4\uff08\u5982\u8bbe\u5907\u63a7\u5236\u4fe1\u53f7\uff09\u901a\u8fc7 \u201c\u6570\u5b57\u7b7e\u540d + \u65f6\u95f4\u6233\u201d \u9a8c\u8bc1\uff0c\u9632\u6b62\u6307\u4ee4\u7be1\u6539\uff1b<\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u90e8\u7f72\u5b9e\u6218\uff08\u5de5\u4e1a\u8bbe\u5907\u5b6a\u751f\u573a\u666f\uff09<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6b65\u9aa4 1\uff1a\u90e8\u7f72 SafeW \u5b6a\u751f\u5b89\u5168\u4ee3\u7406\uff08<a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><strong>safew \u5b98\u65b9\u4e0b\u8f7d<\/strong><\/a> &#8211; \u6280\u672f\u5de5\u5177 &#8211; \u6570\u5b57\u5b6a\u751f\uff09\uff1b<\/li>\n\n\n\n<li>\u6b65\u9aa4 2\uff1a\u914d\u7f6e\u6570\u636e\u91c7\u96c6\u52a0\u5bc6\uff08Docker Compose\uff09\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>version: \"3.8\"services:  twin-security-agent:    image: safew\/twin-agent:v1.0.0    environment:      - EDGE_NODE_ID=\"twin_edge_001\"      - ENCRYPT_ALG=\"sm4\"      - BROKER_ADDR=\"mqtts:\/\/broker.safevv.org:8883\"    volumes:      - .\/agent-config:\/etc\/safew      - .\/encrypted-data:\/var\/safew\/data    devices:      - \/dev\/ttyUSB0:\/dev\/ttyUSB0  # \u6620\u5c04\u4f20\u611f\u5668\u4e32\u53e3<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6b65\u9aa4 3\uff1a\u914d\u7f6e\u6a21\u578b\u8bbf\u95ee\u6743\u9650\uff0c\u4ec5\u5141\u8bb8 \u201crole:twin_engineer\u201d \u89d2\u8272\u8c03\u7528\u4eff\u771f\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E4%BA%8C%EF%BC%89%E5%AD%AA%E7%94%9F%E6%95%B0%E6%8D%AE%E6%B3%84%E9%9C%B2%E9%98%B2%E6%8A%A4%E4%B8%8E%E5%AE%A1%E8%AE%A1\"><\/span>\uff08\u4e8c\uff09\u5b6a\u751f\u6570\u636e\u6cc4\u9732\u9632\u62a4\u4e0e\u5ba1\u8ba1<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u52a8\u6001\u6570\u636e\u8131\u654f<\/strong>\uff1a\u5b6a\u751f\u5e73\u53f0\u5c55\u793a\u7684\u8bbe\u5907\u654f\u611f\u6570\u636e\uff08\u5982\u6838\u5fc3\u5de5\u827a\u53c2\u6570\uff09\u81ea\u52a8\u8131\u654f\uff0c\u5de5\u7a0b\u5e08\u9700\u4e8c\u6b21\u9a8c\u8bc1\uff08\u6307\u7eb9\uff09\u624d\u80fd\u67e5\u770b\u5b8c\u6574\u6570\u636e\uff1b<\/li>\n\n\n\n<li><strong>\u64cd\u4f5c\u5ba1\u8ba1<\/strong>\uff1a\u6240\u6709\u5b6a\u751f\u6a21\u578b\u4fee\u6539\u3001\u6570\u636e\u5bfc\u51fa\u64cd\u4f5c\u8bb0\u5f55\u81f3\u533a\u5757\u94fe\uff0c\u751f\u6210 \u201c\u64cd\u4f5c &#8211; \u6570\u636e &#8211; \u8eab\u4efd\u201d \u5173\u8054\u5b58\u8bc1\uff0c\u5ba1\u8ba1\u8ffd\u6eaf\u6548\u7387\u63d0\u5347 90%\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81AI_%E5%AE%89%E5%85%A8%E6%B2%BB%E7%90%86%EF%BC%9A%E6%A8%A1%E5%9E%8B%E4%B8%8E%E6%95%B0%E6%8D%AE%E5%8F%8C%E7%BB%B4%E5%BA%A6%E9%98%B2%E6%8A%A4\"><\/span>\u4e09\u3001AI \u5b89\u5168\u6cbb\u7406\uff1a\u6a21\u578b\u4e0e\u6570\u636e\u53cc\u7ef4\u5ea6\u9632\u62a4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E4%B8%80%EF%BC%89AI_%E6%A8%A1%E5%9E%8B%E5%85%A8%E7%94%9F%E5%91%BD%E5%91%A8%E6%9C%9F%E5%AE%89%E5%85%A8\"><\/span>\uff08\u4e00\uff09AI \u6a21\u578b\u5168\u751f\u547d\u5468\u671f\u5b89\u5168<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u6a21\u578b\u52a0\u5bc6\u4e0e\u9632\u7be1\u6539<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bad\u7ec3\u9636\u6bb5\uff1a\u6a21\u578b\u53c2\u6570\u91c7\u7528 \u201cSM4 \u52a0\u5bc6 + \u6570\u5b57\u7b7e\u540d\u201d\uff0c\u9632\u6b62\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u88ab\u7be1\u6539\uff1b<\/li>\n\n\n\n<li>\u90e8\u7f72\u9636\u6bb5\uff1a\u6a21\u578b\u6587\u4ef6\uff08ONNX\/TensorFlow\uff09\u901a\u8fc7 \u201c\u786c\u4ef6\u7ed1\u5b9a + \u5bc6\u94a5\u89e3\u9501\u201d\uff0c\u4ec5\u6388\u6743\u8bbe\u5907\u53ef\u52a0\u8f7d\u8fd0\u884c\uff0c\u90e8\u7f72\u914d\u7f6e\u793a\u4f8b\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>from safew_ai_security import ModelProtector# \u521d\u59cb\u5316\u6a21\u578b\u4fdd\u62a4\u5668protector = ModelProtector(    sm4_key=\"hex:1234567890ABCDEF1234567890ABCDEF\",    hardware_fingerprint=\"device_123\"  # \u7ed1\u5b9a\u8bbe\u5907\u6307\u7eb9)# \u52a0\u5bc6\u6a21\u578bprotector.encrypt_model(    input_path=\"\/opt\/model\/resnet50.onnx\",    output_path=\"\/opt\/model\/encrypted_resnet50.onnx\")# \u6388\u6743\u8bbe\u5907\u52a0\u8f7dprotector.authorize_device(\"encrypted_resnet50.onnx\", \"device_123\")<\/code><\/pre>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u6a21\u578b\u6295\u6bd2\u68c0\u6d4b\u4e0e\u9632\u5fa1<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91c7\u7528 \u201c\u5f02\u5e38\u68c0\u6d4b + \u6a21\u578b\u6c34\u5370\u201d \u53cc\u91cd\u673a\u5236\uff0c\u901a\u8fc7 Isolation Forest \u7b97\u6cd5\u68c0\u6d4b\u8bad\u7ec3\u6570\u636e\u4e2d\u7684\u6295\u6bd2\u6837\u672c\uff08\u51c6\u786e\u7387 97.5%\uff09\uff1b<\/li>\n\n\n\n<li>\u5d4c\u5165\u4e0d\u53ef\u89c1\u6570\u5b57\u6c34\u5370\uff08\u57fa\u4e8e\u6a21\u578b\u6743\u91cd\u5fae\u8c03\uff09\uff0c\u6295\u6bd2\u7be1\u6539\u540e\u6c34\u5370\u4e22\u5931\uff0c\u89e6\u53d1\u6a21\u578b\u9501\u5b9a\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E4%BA%8C%EF%BC%89AI_%E8%AE%AD%E7%BB%83%E6%95%B0%E6%8D%AE%E5%AE%89%E5%85%A8%E9%98%B2%E6%8A%A4\"><\/span>\uff08\u4e8c\uff09AI \u8bad\u7ec3\u6570\u636e\u5b89\u5168\u9632\u62a4<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u8bad\u7ec3\u6570\u636e\u5408\u89c4\u5904\u7406<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u96c6\u6210\u6570\u636e\u8131\u654f\u5de5\u5177\uff0c\u81ea\u52a8\u8bc6\u522b\u5e76\u8131\u654f\u8bad\u7ec3\u6570\u636e\u4e2d\u7684\u8eab\u4efd\u8bc1\u53f7\u3001\u624b\u673a\u53f7\uff08\u57fa\u4e8e\u6b63\u5219\u5339\u914d + NLP \u5b9e\u4f53\u8bc6\u522b\uff09\uff1b<\/li>\n\n\n\n<li>\u91c7\u7528 \u201c\u6570\u636e\u6c99\u7bb1\u201d \u6280\u672f\uff0c\u8bad\u7ec3\u6570\u636e\u4ec5\u5728\u52a0\u5bc6\u6c99\u7bb1\u5185\u53ef\u7528\uff0c\u7981\u6b62\u5bfc\u51fa\u6216\u622a\u5c4f\uff1b<\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u6eaf\u6e90\u7ba1\u7406<\/strong>\uff1a\u6bcf\u6279\u8bad\u7ec3\u6570\u636e\u751f\u6210\u552f\u4e00\u6eaf\u6e90\u7801\uff0c\u5173\u8054\u6570\u636e\u6765\u6e90\u3001\u8131\u654f\u8bb0\u5f55\u3001\u4f7f\u7528\u6743\u9650\uff0c\u6eaf\u6e90\u7801\u540c\u6b65\u81f3\u533a\u5757\u94fe\u5b58\u8bc1\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E5%BC%82%E6%9E%84%E7%BB%88%E7%AB%AF%E9%80%82%E9%85%8D%EF%BC%9A%E7%89%A9%E8%81%94%E7%BD%91%E5%85%A8%E5%9C%BA%E6%99%AF%E5%AE%89%E5%85%A8%E8%A6%86%E7%9B%96\"><\/span>\u56db\u3001\u5f02\u6784\u7ec8\u7aef\u9002\u914d\uff1a\u7269\u8054\u7f51\u5168\u573a\u666f\u5b89\u5168\u8986\u76d6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E4%B8%80%EF%BC%89%E8%BD%BB%E9%87%8F%E7%BA%A7%E5%8A%A0%E5%AF%86%E6%8A%80%E6%9C%AF%E4%B8%8E%E5%8D%8F%E8%AE%AE%E9%80%82%E9%85%8D\"><\/span>\uff08\u4e00\uff09\u8f7b\u91cf\u7ea7\u52a0\u5bc6\u6280\u672f\u4e0e\u534f\u8bae\u9002\u914d<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u8d44\u6e90\u53d7\u9650\u8bbe\u5907\u52a0\u5bc6\u65b9\u6848<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9488\u5bf9 MCU\u3001\u4f20\u611f\u5668\u7b49\u4f4e\u7b97\u529b\u8bbe\u5907\uff0c\u91c7\u7528 \u201c\u88c1\u526a\u7248 SM4 \u7b97\u6cd5\u201d\uff08\u79fb\u9664\u5197\u4f59\u8f6e\u51fd\u6570\uff0c\u4ee3\u7801\u4f53\u79ef &lt; 30KB\uff09\uff0c\u52a0\u5bc6\u901f\u5ea6\u63d0\u5347 40%\uff1b<\/li>\n\n\n\n<li>\u5185\u5b58\u4f18\u5316\uff1a\u91c7\u7528 \u201c\u6d41\u5f0f\u52a0\u5bc6\u201d\uff0c\u5355\u6b21\u52a0\u8f7d\u6570\u636e &lt; 1KB\uff0c\u9002\u914d\u5185\u5b58 &lt; 64KB \u7684\u5d4c\u5165\u5f0f\u8bbe\u5907\uff1b<\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u7269\u8054\u7f51\u534f\u8bae\u5b89\u5168\u9002\u914d<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>MQTT \u534f\u8bae\uff1a\u542f\u7528 MQTTs\uff08\u57fa\u4e8e TLS 1.3\uff09\uff0c\u5ba2\u6237\u7aef\u8bc1\u4e66\u91c7\u7528 SM2 \u7b97\u6cd5\u7b7e\u53d1\uff1b<\/li>\n\n\n\n<li>CoAP \u534f\u8bae\uff1a\u901a\u8fc7 \u201cDTLS \u52a0\u5bc6 + \u4ee4\u724c\u9a8c\u8bc1\u201d\uff0c\u9632\u6b62\u534f\u8bae\u5c42\u653b\u51fb\uff0c\u9002\u914d\u914d\u7f6e\u793a\u4f8b\uff08libcoap\uff09\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u542f\u7528DTLS\u52a0\u5bc6coap_context_set_secure_context(ctx, dtls_context_create_server(pem_file, key_file));\/\/ \u8bbe\u7f6eSM2\u8bc1\u4e66\u9a8c\u8bc1coap_dtls_set_verify_callback(ctx, sm2_cert_verify);\/\/ \u542f\u7528\u4ee4\u724c\u9a8c\u8bc1coap_session_set_token(session, (const uint8_t*)\"safew_token_123\", 16);<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E4%BA%8C%EF%BC%89%E5%BC%82%E6%9E%84%E7%BB%88%E7%AB%AF%E8%BA%AB%E4%BB%BD%E8%AE%A4%E8%AF%81%E4%B8%8E%E7%AE%A1%E7%90%86\"><\/span>\uff08\u4e8c\uff09\u5f02\u6784\u7ec8\u7aef\u8eab\u4efd\u8ba4\u8bc1\u4e0e\u7ba1\u7406<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u8bbe\u5907\u8eab\u4efd\u552f\u4e00\u6807\u8bc6<\/strong>\uff1a\u57fa\u4e8e\u8bbe\u5907\u82af\u7247 ID\uff08\u5982 MCU \u7684 UID\uff09\u751f\u6210\u552f\u4e00\u8eab\u4efd\u6807\u8bc6\uff0c\u7ed3\u5408 SM2 \u7b97\u6cd5\u751f\u6210\u8bbe\u5907\u8bc1\u4e66\uff1b<\/li>\n\n\n\n<li><strong>\u6279\u91cf\u8bbe\u5907\u7ba1\u7406<\/strong>\uff1a\u901a\u8fc7 **<a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">safew \u5b98\u7f51\u4e0b\u8f7d<\/a>** \u83b7\u53d6 \u201c\u7269\u8054\u7f51\u8bbe\u5907\u7ba1\u7406\u5de5\u5177\u201d\uff0c\u6279\u91cf\u5bfc\u5165\u8bbe\u5907\u8bc1\u4e66\u3001\u914d\u7f6e\u52a0\u5bc6\u7b56\u7565\uff0c\u652f\u6301 10 \u4e07\u53f0\u8bbe\u5907\u540c\u65f6\u7ba1\u7406\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%94%E3%80%81%E5%88%9B%E6%96%B0%E6%8A%80%E6%9C%AF%E9%81%BF%E5%9D%91%E6%A1%88%E4%BE%8B%EF%BC%9A%E5%A4%8D%E6%9D%82%E5%9C%BA%E6%99%AF%E8%A7%A3%E5%86%B3\"><\/span>\u4e94\u3001\u521b\u65b0\u6280\u672f\u907f\u5751\u6848\u4f8b\uff1a\u590d\u6742\u573a\u666f\u89e3\u51b3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E4%B8%80%EF%BC%89%E8%81%94%E9%82%A6%E5%AD%A6%E4%B9%A0%E6%95%B0%E6%8D%AE%E5%AF%B9%E9%BD%90%E5%A4%B1%E8%B4%A5%EF%BC%9A%E7%89%B9%E5%BE%81%E4%B8%8D%E4%B8%80%E8%87%B4%E9%97%AE%E9%A2%98\"><\/span>\uff08\u4e00\uff09\u8054\u90a6\u5b66\u4e60\u6570\u636e\u5bf9\u9f50\u5931\u8d25\uff1a\u7279\u5f81\u4e0d\u4e00\u81f4\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6545\u969c\u73b0\u8c61<\/strong>\uff1a3 \u5bb6\u94f6\u884c\u8054\u5408\u8bad\u7ec3\u98ce\u63a7\u6a21\u578b\u65f6\uff0c\u56e0\u6570\u636e\u7279\u5f81\u5b57\u6bb5\u4e0d\u4e00\u81f4\uff08\u5982 \u201c\u903e\u671f\u5929\u6570\u201d vs \u201c\u903e\u671f\u6b21\u6570\u201d\uff09\uff0c\u5bfc\u81f4\u53c2\u6570\u805a\u5408\u5931\u8d25\uff1b<\/li>\n\n\n\n<li><strong>\u6280\u672f\u539f\u56e0<\/strong>\uff1a\u7f3a\u4e4f\u7edf\u4e00\u7684\u7279\u5f81\u5bf9\u9f50\u673a\u5236\uff0c\u5404\u53c2\u4e0e\u65b9\u7279\u5f81\u7a7a\u95f4\u4e0d\u5339\u914d\uff1b<\/li>\n\n\n\n<li><strong>\u89e3\u51b3\u6b65\u9aa4<\/strong>\uff1a<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u90e8\u7f72 \u201c\u8054\u90a6\u7279\u5f81\u5bf9\u9f50\u5de5\u5177\u201d\uff08\u5b98\u7f51\u9690\u79c1\u8ba1\u7b97\u5957\u4ef6\u5185\u7f6e\uff09\uff0c\u751f\u6210\u7edf\u4e00\u7279\u5f81\u5b57\u5178\uff1b<\/li>\n\n\n\n<li>\u914d\u7f6e\u7279\u5f81\u6620\u5c04\u89c4\u5219\uff08feature_mapping.json\uff09\uff1a<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code>{  \"\u7edf\u4e00\u7279\u5f81\u540d\": \"risk_days\",  \"\u53c2\u4e0e\u65b91\u6620\u5c04\": \"\u903e\u671f\u5929\u6570\",  \"\u53c2\u4e0e\u65b92\u6620\u5c04\": \"overdue_days\",  \"\u53c2\u4e0e\u65b93\u6620\u5c04\": \"late_days\"}<\/code><\/pre>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u542f\u52a8\u8bad\u7ec3\u524d\u81ea\u52a8\u6267\u884c\u7279\u5f81\u5bf9\u9f50\uff0c\u805a\u5408\u6210\u529f\u7387\u4ece 30% \u63d0\u5347\u81f3 100%\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E4%BA%8C%EF%BC%89%E6%95%B0%E5%AD%97%E5%AD%AA%E7%94%9F%E6%95%B0%E6%8D%AE%E6%B3%84%E9%9C%B2%EF%BC%9A%E4%BA%A4%E4%BA%92%E6%8C%87%E4%BB%A4%E6%9C%AA%E5%8A%A0%E5%AF%86\"><\/span>\uff08\u4e8c\uff09\u6570\u5b57\u5b6a\u751f\u6570\u636e\u6cc4\u9732\uff1a\u4ea4\u4e92\u6307\u4ee4\u672a\u52a0\u5bc6<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6545\u969c\u73b0\u8c61<\/strong>\uff1a\u5de5\u4e1a\u5b6a\u751f\u5e73\u53f0\u7684\u8bbe\u5907\u63a7\u5236\u6307\u4ee4\uff08\u5982\u673a\u5e8a\u8f6c\u901f\u8c03\u6574\uff09\u88ab\u4e2d\u95f4\u4eba\u622a\u83b7\u7be1\u6539\uff0c\u5bfc\u81f4\u8bbe\u5907\u5f02\u5e38\u8fd0\u884c\uff1b<\/li>\n\n\n\n<li><strong>\u6280\u672f\u539f\u56e0<\/strong>\uff1a\u865a\u5b9e\u4ea4\u4e92\u91c7\u7528\u660e\u6587 MQTT \u534f\u8bae\uff0c\u6307\u4ee4\u672a\u52a0\u5bc6\u4e14\u65e0\u7b7e\u540d\u9a8c\u8bc1\uff1b<\/li>\n\n\n\n<li><strong>\u89e3\u51b3\u6b65\u9aa4<\/strong>\uff1a<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5347\u7ea7 MQTT \u81f3 MQTTs\uff0c\u914d\u7f6e SM2 \u8bc1\u4e66\u8ba4\u8bc1\uff1b<\/li>\n\n\n\n<li>\u63a7\u5236\u6307\u4ee4\u6dfb\u52a0 SM3 \u6570\u5b57\u7b7e\u540d\uff0c\u793a\u4f8b\u4ee3\u7801\uff1a<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code># \u751f\u6210\u6307\u4ee4\u7b7e\u540dcmd = '{\"device_id\":\"\u673a\u5e8a001\",\"speed\":1500}'sign = sm3(cmd + device_secret_key)# \u53d1\u9001\u6307\u4ee4\uff08\u542b\u7b7e\u540d\uff09mqtt_client.publish(\"twin\/control\", json.dumps({\"cmd\":cmd,\"sign\":sign}))<\/code><\/pre>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8bbe\u5907\u7aef\u9a8c\u8bc1\u7b7e\u540d\u901a\u8fc7\u540e\u6267\u884c\u6307\u4ee4\uff0c\u540e\u7eed\u672a\u518d\u53d1\u751f\u6307\u4ee4\u7be1\u6539\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%85%AD%E3%80%81%E5%88%9B%E6%96%B0%E6%8A%80%E6%9C%AF%E5%B7%A5%E5%85%B7%E9%9B%86%E4%B8%8E%E8%B5%84%E6%BA%90%E8%8E%B7%E5%8F%96\"><\/span>\u516d\u3001\u521b\u65b0\u6280\u672f\u5de5\u5177\u96c6\u4e0e\u8d44\u6e90\u83b7\u53d6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u5de5\u5177\u540d\u79f0<\/td><td>\u529f\u80fd\u7528\u9014<\/td><td>\u6280\u672f\u89c4\u683c<\/td><td>\u4e0b\u8f7d\u5165\u53e3<\/td><\/tr><tr><td>\u9690\u79c1\u8ba1\u7b97\u5957\u4ef6<\/td><td>\u8054\u90a6\u5b66\u4e60\u90e8\u7f72\u3001\u540c\u6001\u52a0\u5bc6\u3001\u6570\u636e\u5bf9\u9f50<\/td><td>\u652f\u6301\u6a2a\u5411 \/ \u7eb5\u5411\u8054\u90a6\uff0c\u9002\u914d XGBoost\/TensorFlow<\/td><td><a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><strong>safew \u5b98\u7f51\u4e0b\u8f7d<\/strong><\/a> &#8211; \u6280\u672f\u5de5\u5177 &#8211; \u9690\u79c1\u8ba1\u7b97<\/td><\/tr><tr><td>\u6570\u5b57\u5b6a\u751f\u5b89\u5168\u4ee3\u7406<\/td><td>\u6570\u636e\u91c7\u96c6\u52a0\u5bc6\u3001\u6307\u4ee4\u7b7e\u540d\u3001\u6a21\u578b\u9632\u62a4<\/td><td>\u652f\u6301 MQTTs\/CoAPs\uff0c\u9002\u914d\u5de5\u4e1a\u4f20\u611f\u5668<\/td><td><a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><strong>safew \u5b98\u65b9\u4e0b\u8f7d<\/strong><\/a> &#8211; \u6280\u672f\u5de5\u5177 &#8211; \u6570\u5b57\u5b6a\u751f<\/td><\/tr><tr><td>AI \u5b89\u5168\u6cbb\u7406\u5de5\u5177\u5305<\/td><td>\u6a21\u578b\u52a0\u5bc6\u3001\u6295\u6bd2\u68c0\u6d4b\u3001\u6570\u636e\u8131\u654f<\/td><td>\u652f\u6301 ONNX\/TensorFlow\/PyTorch \u6a21\u578b<\/td><td><a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><strong>safew \u5b98\u7f51\u4e0b\u8f7d<\/strong><\/a> &#8211; \u6280\u672f\u5de5\u5177 &#8211; AI \u5b89\u5168<\/td><\/tr><tr><td>\u7269\u8054\u7f51\u8bbe\u5907\u7ba1\u7406\u5de5\u5177<\/td><td>\u6279\u91cf\u8bbe\u5907\u8ba4\u8bc1\u3001\u52a0\u5bc6\u914d\u7f6e\u3001\u72b6\u6001\u76d1\u63a7<\/td><td>\u652f\u6301 10 \u4e07\u53f0\u8bbe\u5907\u7ba1\u7406\uff0c\u9002\u914d MQTT\/CoAP<\/td><td><a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><strong>SafeW \u4e0b\u8f7d\u94fe\u63a5<\/strong><\/a> &#8211; \u6280\u672f\u5de5\u5177 &#8211; \u7269\u8054\u7f51<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%83%E3%80%81%E6%80%BB%E7%BB%93%EF%BC%9A%E5%88%9B%E6%96%B0%E6%8A%80%E6%9C%AF%E6%9E%84%E7%AD%91_SafeW_%E4%BA%A7%E4%B8%9A%E7%BA%A7%E5%AE%89%E5%85%A8%E8%83%BD%E5%8A%9B\"><\/span>\u4e03\u3001\u603b\u7ed3\uff1a\u521b\u65b0\u6280\u672f\u6784\u7b51 SafeW \u4ea7\u4e1a\u7ea7\u5b89\u5168\u80fd\u529b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4ece\u9690\u79c1\u8ba1\u7b97\u7684\u6570\u636e \u201c\u53ef\u7528\u4e0d\u53ef\u89c1\u201d\uff0c\u5230\u6570\u5b57\u5b6a\u751f\u7684\u865a\u5b9e\u534f\u540c\u9632\u62a4\uff0c\u518d\u5230 AI \u5b89\u5168\u7684\u5168\u751f\u547d\u5468\u671f\u6cbb\u7406\u4e0e\u5f02\u6784\u7ec8\u7aef\u7684\u7269\u8054\u7f51\u8986\u76d6\uff0cSafeW \u901a\u8fc7\u521b\u65b0\u6280\u672f\u843d\u5730\uff0c\u5b9e\u73b0\u4e86\u4ece \u201c\u5355\u70b9\u52a0\u5bc6\u201d \u5230 \u201c\u4ea7\u4e1a\u7ea7\u5b89\u5168\u534f\u540c\u201d \u7684\u8de8\u8d8a\u3002\u4f01\u4e1a\u7ea7\u7528\u6237\u4e0e\u5f00\u53d1\u8005\u53ef\u901a\u8fc7 **<a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">safew \u514d\u8d39\u4e0b\u8f7d<\/a>** \u5b98\u65b9\u6e20\u9053\u83b7\u53d6\u5de5\u5177\u5305\u4e0e\u6280\u672f\u6587\u6863\uff0c\u5feb\u901f\u9002\u914d\u91d1\u878d\u3001\u5de5\u4e1a\u3001\u7269\u8054\u7f51\u7b49\u591a\u9886\u57df\u5b89\u5168\u9700\u6c42\u3002\u9700\u7279\u522b\u6ce8\u610f\uff1a\u9690\u79c1\u8ba1\u7b97\u3001\u6570\u5b57\u5b6a\u751f\u7b49\u6280\u672f\u6d89\u53ca\u590d\u6742\u534f\u8bae\u9002\u914d\uff0c\u7b2c\u4e09\u65b9\u5de5\u5177\u7f3a\u4e4f\u4ea7\u4e1a\u7ea7\u9a8c\u8bc1\uff0c\u52a1\u5fc5\u4f9d\u8d56\u5b98\u65b9\u6b63\u7248\u8d44\u6e90\u4e0e\u6280\u672f\u652f\u6301\u3002<\/p>\n\n\n\n<p>\u82e5\u9700\u521b\u65b0\u6280\u672f\u7684\u5b9a\u5236\u5316\u4ea7\u4e1a\u65b9\u6848\uff08\u5982\u8de8\u884c\u4e1a\u8054\u90a6\u5b66\u4e60\u3001\u5de5\u4e1a\u5b6a\u751f\u5b89\u5168\u90e8\u7f72\uff09\uff0c\u53ef\u901a\u8fc7 **<a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">SafeW \u5b98\u65b9<\/a>** \u4ea7\u4e1a\u5b89\u5168\u5b9e\u9a8c\u5ba4\u5165\u53e3\u63d0\u4ea4\u9700\u6c42\uff0c\u83b7\u53d6\u5b9a\u5236\u5316\u6280\u672f\u652f\u6491\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uff08\u4e00\uff09\u6838\u5fc3\u9690\u79c1\u8ba1\u7b97\u6280\u672f\u9002\u914d\u4e0e\u67b6\u6784 \uff08\u4e8c\uff09\u9690\u79c1\u8ba1\u7b97\u4e0e\u52a0\u5bc6\u5b58\u50a8\u534f\u540c\u4f18\u5316 \u4e8c\u3001\u6570\u5b57\u5b6a\u751f\u5b89\u5168\uff1a\u865a\u5b9e\u6620\u5c04\u4e0b\u7684\u6570\u636e\u9632\u62a4 \uff08\u4e00\uff09\u6570\u5b57\u5b6a\u751f\u5168\u751f\u547d\u5468\u671f\u5b89\u5168\u67b6\u6784 \uff08\u4e8c\uff09\u5b6a\u751f\u6570\u636e\u6cc4\u9732\u9632\u62a4\u4e0e\u5ba1\u8ba1 \u4e09\u3001AI \u5b89\u5168\u6cbb\u7406\uff1a\u6a21\u578b\u4e0e\u6570\u636e\u53cc\u7ef4\u5ea6\u9632\u62a4 \uff08\u4e00\uff09AI \u6a21\u578b\u5168\u751f\u547d\u5468\u671f\u5b89\u5168 \uff08\u4e8c\uff09AI \u8bad\u7ec3\u6570\u636e\u5b89\u5168\u9632\u62a4 \u56db\u3001\u5f02\u6784\u7ec8\u7aef\u9002\u914d\uff1a\u7269\u8054\u7f51\u5168\u573a\u666f\u5b89\u5168\u8986\u76d6 \uff08\u4e00\uff09\u8f7b\u91cf\u7ea7\u52a0\u5bc6\u6280\u672f\u4e0e\u534f\u8bae\u9002\u914d \uff08\u4e8c\uff09\u5f02\u6784\u7ec8\u7aef\u8eab\u4efd\u8ba4\u8bc1\u4e0e\u7ba1\u7406 \u4e94\u3001\u521b\u65b0\u6280\u672f\u907f\u5751\u6848\u4f8b\uff1a\u590d\u6742\u573a\u666f\u89e3\u51b3 \uff08\u4e00\uff09\u8054\u90a6\u5b66\u4e60\u6570\u636e\u5bf9\u9f50\u5931\u8d25\uff1a\u7279\u5f81\u4e0d\u4e00\u81f4\u95ee\u9898 \uff08\u4e8c\uff09\u6570\u5b57\u5b6a\u751f\u6570\u636e\u6cc4\u9732\uff1a\u4ea4\u4e92\u6307\u4ee4\u672a\u52a0\u5bc6 \u516d\u3001\u521b\u65b0\u6280\u672f\u5de5\u5177\u96c6\u4e0e\u8d44\u6e90\u83b7\u53d6 \u5de5\u5177\u540d\u79f0 \u529f\u80fd\u7528\u9014 \u6280\u672f\u89c4\u683c \u4e0b\u8f7d\u5165\u53e3 \u9690\u79c1\u8ba1\u7b97\u5957\u4ef6 \u8054\u90a6\u5b66\u4e60\u90e8\u7f72\u3001\u540c\u6001\u52a0\u5bc6\u3001\u6570\u636e\u5bf9\u9f50 \u652f\u6301\u6a2a\u5411 \/ \u7eb5\u5411\u8054\u90a6\uff0c\u9002\u914d XGBoost\/TensorFlow safew \u5b98\u7f51\u4e0b\u8f7d &#8211; \u6280\u672f\u5de5\u5177 &#8211; \u9690\u79c1\u8ba1\u7b97 \u6570\u5b57\u5b6a\u751f\u5b89\u5168\u4ee3\u7406 \u6570\u636e\u91c7\u96c6\u52a0\u5bc6\u3001\u6307\u4ee4\u7b7e\u540d\u3001\u6a21\u578b\u9632\u62a4 \u652f\u6301 MQTTs\/CoAPs\uff0c\u9002\u914d\u5de5\u4e1a\u4f20\u611f\u5668 safew \u5b98\u65b9\u4e0b\u8f7d &#8211; \u6280\u672f\u5de5\u5177 &#8211; \u6570\u5b57\u5b6a\u751f AI \u5b89\u5168\u6cbb\u7406\u5de5\u5177\u5305 \u6a21\u578b\u52a0\u5bc6\u3001\u6295\u6bd2\u68c0\u6d4b\u3001\u6570\u636e\u8131\u654f \u652f\u6301 ONNX\/TensorFlow\/PyTorch \u6a21\u578b safew \u5b98\u7f51\u4e0b\u8f7d &#8211; \u6280\u672f\u5de5\u5177 &#8211; AI \u5b89\u5168 \u7269\u8054\u7f51\u8bbe\u5907\u7ba1\u7406\u5de5\u5177 \u6279\u91cf\u8bbe\u5907\u8ba4\u8bc1\u3001\u52a0\u5bc6\u914d\u7f6e\u3001\u72b6\u6001\u76d1\u63a7 \u652f\u6301 10 \u4e07\u53f0\u8bbe\u5907\u7ba1\u7406\uff0c\u9002\u914d MQTT\/CoAP SafeW \u4e0b\u8f7d\u94fe\u63a5 &#8211; \u6280\u672f\u5de5\u5177 &#8211; \u7269\u8054\u7f51 \u4e03\u3001\u603b\u7ed3\uff1a\u521b\u65b0\u6280\u672f\u6784\u7b51 SafeW \u4ea7\u4e1a\u7ea7\u5b89\u5168\u80fd\u529b \u4ece\u9690\u79c1\u8ba1\u7b97\u7684\u6570\u636e \u201c\u53ef\u7528\u4e0d\u53ef\u89c1\u201d\uff0c\u5230\u6570\u5b57\u5b6a\u751f\u7684\u865a\u5b9e\u534f\u540c\u9632\u62a4\uff0c\u518d\u5230 AI \u5b89\u5168\u7684\u5168\u751f\u547d\u5468\u671f\u6cbb\u7406\u4e0e\u5f02\u6784\u7ec8\u7aef\u7684\u7269\u8054\u7f51\u8986\u76d6\uff0cSafeW \u901a\u8fc7\u521b\u65b0\u6280\u672f\u843d\u5730\uff0c\u5b9e\u73b0\u4e86\u4ece \u201c\u5355\u70b9\u52a0\u5bc6\u201d \u5230 \u201c\u4ea7\u4e1a\u7ea7\u5b89\u5168\u534f\u540c\u201d \u7684\u8de8\u8d8a\u3002\u4f01\u4e1a\u7ea7\u7528\u6237\u4e0e\u5f00\u53d1\u8005\u53ef\u901a\u8fc7 **safew \u514d\u8d39\u4e0b\u8f7d** 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