{"id":71418,"date":"2025-08-29T10:39:39","date_gmt":"2025-08-29T02:39:39","guid":{"rendered":"https:\/\/hongtronics.com\/?p=71418"},"modified":"2025-09-18T11:13:17","modified_gmt":"2025-09-18T03:13:17","slug":"lepide-for-ai-data-security","status":"publish","type":"post","link":"https:\/\/hongtronics.com\/en\/lepide-for-ai-data-security\/","title":{"rendered":"Macrohom Case | Lepide Provides Data Security with In-depth Analysis of Generative AI Security Risks"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"71418\" class=\"elementor elementor-71418\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2bd8c44 e-flex e-con-boxed e-con e-parent\" data-id=\"2bd8c44\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4073a0a elementor-widget elementor-widget-heading\" data-id=\"4073a0a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">summaries<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-066608d e-flex e-con-boxed e-con e-parent\" data-id=\"066608d\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0b770e8 elementor-widget elementor-widget-text-editor\" data-id=\"0b770e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"HhXCdEFmoodTFRxinpscLiO6nMh\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"elementor-element elementor-element-4e35e2b elementor-widget elementor-widget-text-editor\" data-id=\"4e35e2b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p data-start=\"49\" data-end=\"258\"><span style=\"color: #000000;\">\u751f\u6210\u5f0f AI \u6b63\u5728\u6539\u8b8a\u904a\u6232\u898f\u5247\uff0c\u91cd\u65b0\u5b9a\u7fa9\u5275\u9020\u529b\u3001\u81ea\u52d5\u5316\uff0c\u751a\u81f3\u662f\u7db2\u7d61\u5b89\u5168\u7684\u672a\u4f86\u3002\u50cf GPT-4 \u548c DeepSeek \u9019\u6a23\u7684\u6a21\u578b\u80fd\u5920\u751f\u6210\u985e\u4eba\u6587\u672c\u3001\u7cbe\u7f8e\u5716\u7247\u4ee5\u53ca\u8edf\u4ef6\u4ee3\u78bc\uff0c\u70ba\u4f01\u696d\u548c\u500b\u4eba\u6253\u958b\u5168\u65b0\u7684\u53ef\u80fd\u6027\u3002\u7136\u800c\uff0c\u5f37\u5927\u7684\u80fd\u529b\u4f34\u96a8\u7740\u5de8\u5927\u7684\u98a8\u96aa\u3002\u7db2\u7d61\u5b89\u5168\u5c08\u5bb6\u8d8a\u4f86\u8d8a\u95dc\u6ce8\u751f\u6210\u5f0f AI\uff0c\u4e0d\u50c5\u56e0\u70ba\u5176\u6280\u8853\u7a81\u7834\uff0c\u9084\u56e0\u70ba\u5b83\u5e36\u4f86\u7684\u6f5b\u5728\u5b89\u5168\u96b1\u60a3\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u5011\u5c07\u63a2\u8a0e\u751f\u6210\u5f0f AI \u7684\u8907\u96dc\u6027\uff0c\u5305\u62ec\u5176\u904b\u4f5c\u65b9\u5f0f\u3001\u5b89\u5168\u98a8\u96aa\uff0c\u4ee5\u53ca\u4f01\u696d\u5982\u4f55\u6709\u6548\u964d\u4f4e\u9019\u4e9b\u98a8\u96aa\u3002<\/span><\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f932be7 e-flex e-con-boxed e-con e-parent\" data-id=\"f932be7\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a13c506 elementor-widget elementor-widget-heading\" data-id=\"a13c506\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u751f\u6210\u5f0f AI\uff1a\u5275\u65b0\u8207\u98a8\u96aa\u4e26\u5b58\u7684\u524d\u6cbf\u6280\u8853<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-61037d1 e-flex e-con-boxed e-con e-parent\" data-id=\"61037d1\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f746098 elementor-widget elementor-widget-text-editor\" data-id=\"f746098\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"HhXCdEFmoodTFRxinpscLiO6nMh\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><p data-start=\"83\" data-end=\"187\">\u751f\u6210\u5f0f AI \u662f\u4eba\u5de5\u667a\u80fd\u7684\u4e00\u500b\u91cd\u8981\u5206\u652f\uff0c\u80fd\u5920\u81ea\u52d5\u751f\u6210\u6587\u672c\u3001\u5716\u50cf\u3001\u97f3\u983b\u3001\u8996\u983b\u4e43\u81f3\u4ee3\u78bc\u3002\u4e0d\u540c\u65bc\u50b3\u7d71 AI \u5074\u91cd\u6578\u64da\u5206\u6790\u548c\u5206\u985e\uff0c\u751f\u6210\u5f0f AI \u4f9d\u8a17\u5927\u898f\u6a21\u8a13\u7df4\u6578\u64da\u548c\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\uff0c\u53ef\u4ee5\u5275\u9020\u5168\u65b0\u5167\u5bb9\uff0c\u5176\u6838\u5fc3\u6280\u8853\u5305\u62ec\uff1a<\/p><ul><li data-start=\"191\" data-end=\"241\"><strong data-start=\"191\" data-end=\"206\">\u5927\u8a9e\u8a00\u6a21\u578b\uff08LLMs\uff09<\/strong>\uff1a\u5982 GPT-4\u3001DeepSeek\uff0c\u5177\u5099\u5f37\u5927\u7684\u8a9e\u8a00\u7406\u89e3\u8207\u751f\u6210\u80fd\u529b\u3002<\/li><li data-start=\"244\" data-end=\"279\"><strong data-start=\"244\" data-end=\"252\">\u795e\u7d93\u7db2\u7d61<\/strong>\uff1a\u6a21\u64ec\u4eba\u8166\u601d\u7dad\u6a21\u5f0f\uff0c\u901a\u904e\u5b78\u7fd2\u6578\u64da\u4e2d\u7684\u6a21\u5f0f\u9032\u884c\u63a8\u7406\u3002<\/li><li data-start=\"282\" data-end=\"332\"><strong data-start=\"282\" data-end=\"306\">\u5f37\u5316\u5b78\u7fd2\u8207\u5fae\u8abf\uff08Fine-Tuning\uff09<\/strong>\uff1a\u900f\u904e\u884c\u696d\u6578\u64da\u512a\u5316\u6a21\u578b\uff0c\u4f7f\u5176\u66f4\u5951\u5408\u7279\u5b9a\u61c9\u7528\u5834\u666f\u3002<\/li><\/ul><p data-start=\"334\" data-end=\"357\">\u7576\u524d\u4e3b\u6d41\u7684\u751f\u6210\u5f0f AI \u6280\u8853\u6db5\u84cb\u591a\u500b\u9818\u57df\uff1a<\/p><ul><li data-start=\"361\" data-end=\"393\"><strong data-start=\"361\" data-end=\"378\">GPT-4\uff08OpenAI\uff09<\/strong>\uff1a\u64c5\u9577\u751f\u6210\u81ea\u7136\u6d41\u66a2\u7684\u6587\u672c\u3002<\/li><li data-start=\"396\" data-end=\"437\"><strong data-start=\"396\" data-end=\"414\">DeepSeek\uff08\u6df1\u5ea6\u6c42\u7d22\uff09<\/strong>\uff1a\u5c08\u6ce8\u4e2d\u6587\u8a9e\u5883\u512a\u5316\uff0c\u63d0\u5347 AI \u751f\u6210\u80fd\u529b\u3002<\/li><li data-start=\"440\" data-end=\"467\"><strong data-start=\"440\" data-end=\"450\">DALL-E<\/strong>\uff1a\u53ef\u6839\u64da\u6587\u672c\u63cf\u8ff0\u751f\u6210\u7cbe\u7d30\u5716\u50cf\u3002<\/li><li data-start=\"470\" data-end=\"499\"><strong data-start=\"470\" data-end=\"484\">MidJourney<\/strong>\uff1a\u4ee5\u85dd\u8853\u98a8\u683c\u5716\u50cf\u5275\u4f5c\u898b\u9577\u3002<\/li><\/ul><p data-start=\"501\" data-end=\"569\">\u9019\u4e9b\u6280\u8853\u5df2\u5ee3\u6cdb\u61c9\u7528\u65bc\u5a92\u9ad4\u3001\u8a2d\u8a08\u3001\u91ab\u7642\u3001\u5167\u5bb9\u5275\u4f5c\u548c\u8edf\u4ef6\u958b\u767c\u7b49\u9818\u57df\uff0c\u5927\u5e45\u63d0\u5347\u751f\u7522\u6548\u7387\u3002\u7136\u800c\uff0c\u751f\u6210\u5f0f AI \u7684\u767c\u5c55\u4e5f\u5e36\u4f86\u4e86\u65b0\u7684\u6311\u6230\u548c\u98a8\u96aa\u3002<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7668e9 elementor-widget elementor-widget-heading\" data-id=\"f7668e9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u751f\u6210\u5f0f AI \u7684\u5b89\u5168\u98a8\u96aa<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7dbcacb elementor-widget elementor-widget-text-editor\" data-id=\"7dbcacb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-15e431e elementor-widget elementor-widget-text-editor\" data-id=\"15e431e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p data-start=\"80\" data-end=\"186\"><span style=\"color: #000000;\">\u751f\u6210\u5f0f AI \u5e36\u4f86\u4e86\u5de8\u5927\u7684\u6a5f\u9047\uff0c\u4f46\u540c\u6642\u4e5f\u5f15\u767c\u4e86\u4e00\u7cfb\u5217\u7db2\u7d61\u5b89\u5168\u5a01\u8105\u3002\u5f9e\u6578\u64da\u6d29\u9732\u5230 AI \u751f\u6210\u8a9e\u97f3\u548c\u6df1\u5ea6\u507d\u9020\uff08Deepfake\uff09\uff0c\u9019\u7a2e\u6280\u8853\u5c0d\u4f01\u696d\u548c\u653f\u5e9c\u6a5f\u69cb\u69cb\u6210\u91cd\u5927\u98a8\u96aa\u3002\u4ee5\u4e0b\u662f\u751f\u6210\u5f0f AI \u53ef\u80fd\u5e36\u4f86\u7684\u4e3b\u8981\u5b89\u5168\u96b1\u60a3\uff1a<\/span><\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-36ce952 e-flex e-con-boxed e-con e-parent\" data-id=\"36ce952\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d96bfd elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"2d96bfd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u6578\u64da\u6d29\u9732\u8207\u79c1\u96b1\u4fb5\u72af<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cad90f5 e-flex e-con-boxed e-con e-parent\" data-id=\"cad90f5\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-734cf80 elementor-widget elementor-widget-text-editor\" data-id=\"734cf80\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ac75102 elementor-widget elementor-widget-text-editor\" data-id=\"ac75102\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p data-start=\"69\" data-end=\"243\"><span style=\"color: #000000;\">\u751f\u6210\u5f0f AI \u9762\u81e8\u7684\u6700\u56b4\u91cd\u554f\u984c\u4e4b\u4e00\u5c31\u662f\u6578\u64da\u6d29\u9732\u3002\u7531\u65bc\u9019\u4e9b\u6a21\u578b\u662f\u5728\u6d77\u91cf\u6578\u64da\u96c6\u4e0a\u8a13\u7df4\uff0c\u5b83\u5011\u53ef\u80fd\u6703\u7121\u610f\u4e2d\u5fa9\u73fe\u8a13\u7df4\u6578\u64da\u4e2d\u7684\u654f\u611f\u8cc7\u8a0a\uff0c\u5f9e\u800c\u4fb5\u72af\u7528\u6236\u79c1\u96b1\u3002\u4f8b\u5982\uff0cOpenAI \u66fe\u8868\u793a\uff0c\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u53ef\u80fd\u6703\u5728 1-2% \u7684\u60c5\u6cc1\u4e0b\u7121\u610f\u66b4\u9732\u8f38\u5165\u6578\u64da\uff0c\u5176\u4e2d\u53ef\u80fd\u5305\u542b\u500b\u4eba\u8eab\u4efd\u8cc7\u8a0a\uff08PII\uff09\u3002\u5c0d\u65bc\u53d7\u56b4\u683c\u6578\u64da\u76e3\u7ba1\u7684\u884c\u696d\uff08\u5982\u91ab\u7642\u6216\u91d1\u878d\u9818\u57df\uff09\uff0c\u6578\u64da\u6d29\u9732\u53ef\u80fd\u6703\u5c0e\u81f4\u5de8\u5927\u7684\u8ca1\u52d9\u640d\u5931\u6216\u8072\u8b7d\u640d\u5bb3\u3002<\/span><\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-61bed43 e-con-full e-flex e-con e-child\" data-id=\"61bed43\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b377f30 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"b377f30\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"> \u60e1\u610f\u4ee3\u78bc\u751f\u6210<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4488739 elementor-widget elementor-widget-text-editor\" data-id=\"4488739\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c031174 elementor-widget elementor-widget-text-editor\" data-id=\"c031174\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p data-start=\"373\" data-end=\"457\"><span style=\"color: #000000;\">\u7db2\u7d61\u72af\u7f6a\u5206\u5b50\u53ef\u4ee5\u5229\u7528\u751f\u6210\u5f0f AI \u5efa\u7acb\u60e1\u610f\u6587\u672c\uff0c\u5305\u62ec\u60e1\u610f\u8edf\u4ef6\uff08Malware\uff09\u548c\u52d2\u7d22\u8edf\u4ef6\uff08Ransomware\uff09\u8173\u672c\u3002\u4e00\u4e9b\u653b\u64ca\u8005\u5df2\u958b\u59cb\u4f7f\u7528 GPT \u751f\u6210\u8907\u96dc\u7684\u7db2\u7d61\u91e3\u9b5a\uff08Phishing\uff09\u96fb\u90f5\uff0c\u751a\u81f3\u76f4\u63a5\u7de8\u5beb\u653b\u64ca\u4ee3\u78bc\uff0c\u964d\u4f4e\u4e86\u9ed1\u5ba2\u5165\u4fb5\u7684\u6280\u8853\u9580\u6abb\u3002\u6839\u64da CheckPoint \u7684\u5831\u544a\uff0c\u9ad8\u7d1a\u6301\u7e8c\u6027\u5a01\u8105\uff08APT\uff09\u7d44\u7e54\u5df2\u958b\u59cb\u4f7f\u7528 AI \u751f\u6210\u7684\u7db2\u7d61\u91e3\u9b5a\u8173\u672c\uff0c\u4ee5\u898f\u907f\u50b3\u7d71\u5b89\u5168\u5de5\u5177\u7684\u6aa2\u6e2c\u3002<\/span><\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1139112 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"1139112\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"> \u6a21\u578b\u53cd\u6f14\u653b\u64ca\uff08Model Inversion Attacks\uff09<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dfa26c8 elementor-widget elementor-widget-text-editor\" data-id=\"dfa26c8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e1db057 elementor-widget elementor-widget-text-editor\" data-id=\"e1db057\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p data-start=\"719\" data-end=\"733\"><span style=\"color: #000000;\">\u5728\u6a21\u578b\u53cd\u6f14\u653b\u64ca\u4e2d\uff0c\u653b\u64ca\u8005\u53ef\u4ee5\u901a\u904e\u8a2a\u554f AI \u6a21\u578b\uff0c\u63a8\u6e2c\u6216\u6062\u5fa9\u6a21\u578b\u7684\u8a13\u7df4\u6578\u64da\u3002\u9019\u53ef\u80fd\u5c0e\u81f4\u654f\u611f\u6578\u64da\uff08\u751a\u81f3\u662f\u533f\u540d\u6578\u64da\uff09\u88ab\u6d29\u9732\uff0c\u800c\u4e00\u65e6\u9019\u4e9b\u6578\u64da\u843d\u5165\u7db2\u7d61\u72af\u7f6a\u5206\u5b50\u624b\u4e2d\uff0c\u4ed6\u5011\u53ef\u80fd\u7372\u53d6\u5c08\u6709\u7b97\u6cd5\u6216\u7528\u6236\u500b\u4eba\u8cc7\u8a0a\u3002\u4f8b\u5982\uff0cSecuriti \u7814\u7a76\u4eba\u54e1\u66fe\u6f14\u793a\u904e\uff0c\u5728\u7f3a\u4e4f\u5b89\u5168\u9632\u8b77\u7684\u60c5\u6cc1\u4e0b\uff0c\u653b\u64ca\u8005\u53ef\u4ee5\u900f\u904e\u751f\u6210\u5f0f AI \u6a21\u578b\u63d0\u53d6\u79c1\u4eba\u8cc7\u8a0a\u3002<\/span><\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67af264 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"67af264\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u6df1\u5ea6\u507d\u9020\uff08Deepfake\uff09\u8207\u8a50\u9a19<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1060834 elementor-widget elementor-widget-text-editor\" data-id=\"1060834\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"825\" data-end=\"875\">\u6df1\u5ea6\u507d\u9020\uff08Deepfake\uff09\u6280\u8853\u7684\u7cbe\u5ea6\u6b63\u4e0d\u65b7\u63d0\u9ad8\uff0c\u4e26\u88ab\u7528\u65bc\u8eab\u4efd\u5192\u5145\u3001\u865b\u5047\u8cc7\u8a0a\u50b3\u64ad\u548c\u793e\u4ea4\u5de5\u7a0b\u653b\u64ca\u3002<\/p><ul><li data-start=\"879\" data-end=\"919\"><strong data-start=\"879\" data-end=\"890\">AI \u8a9e\u97f3\u514b\u9686<\/strong>\u53ef\u4ee5\u8b93\u9ed1\u5ba2\u6a21\u4eff\u516c\u53f8\u9ad8\u7ba1\u6216\u77e5\u540d\u4eba\u58eb\u7684\u8072\u97f3\uff0c\u5f9e\u800c\u5be6\u65bd\u8a50\u9a19\u3002<\/li><li data-start=\"922\" data-end=\"953\"><strong data-start=\"922\" data-end=\"930\">\u507d\u9020\u5f71\u7247<\/strong>\u53ef\u80fd\u88ab\u7528\u65bc\u865b\u5047\u65b0\u805e\u3001\u6b3a\u8a50\u6027\u5ee3\u544a\u6216\u653f\u6cbb\u64cd\u7e31\u3002<\/li><\/ul><p data-start=\"955\" data-end=\"1028\">\u6839\u64da\u666e\u83ef\u6c38\u9053\uff08PwC\uff09\u7684\u4e00\u9805\u7814\u7a76\uff0c\u5230 2026 \u5e74\uff0c\u6df1\u5ea6\u507d\u9020\u6280\u8853\u6bcf\u5e74\u53ef\u80fd\u9020\u6210\u9ad8\u9054\u00a0<strong data-start=\"996\" data-end=\"1007\">2.5 \u5104\u7f8e\u5143<\/strong>\u7684\u640d\u5931\uff0c\u4e3b\u8981\u4f86\u6e90\u65bc\u8a50\u9a19\u8207\u932f\u8aa4\u8cc7\u8a0a\u50b3\u64ad\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa8445a elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"fa8445a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u504f\u898b\u8207\u502b\u7406\u554f\u984c<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9c43d7 elementor-widget elementor-widget-text-editor\" data-id=\"a9c43d7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1047\" data-end=\"1126\">\u751f\u6210\u5f0f AI \u4f9d\u8cf4\u65bc\u65e2\u6709\u6578\u64da\u9032\u884c\u8a13\u7df4\uff0c\u56e0\u6b64\u53ef\u80fd\u6703\u56fa\u5316\u793e\u6703\u504f\u898b\u3002\u5982\u679c\u8a13\u7df4\u6578\u64da\u4e2d\u5b58\u5728\u6b67\u8996\u6027\u5167\u5bb9\uff0c\u6a21\u578b\u751f\u6210\u7684\u7d50\u679c\u53ef\u80fd\u6703\u4e0d\u516c\u5e73\u6216\u5e36\u6709\u6b67\u8996\u6027\uff0c\u5f9e\u800c\u5f71\u97ff\u6c7a\u7b56\u7684\u516c\u6b63\u6027\u3002<\/p><ul><li data-start=\"1130\" data-end=\"1162\">\u5728\u4f01\u696d\u5c64\u9762\uff0c\u9019\u7a2e\u504f\u898b\u53ef\u80fd\u6703\u5e36\u4f86\u54c1\u724c\u98a8\u96aa\u3001\u6cd5\u5f8b\u8a34\u8a1f\u548c\u5408\u898f\u554f\u984c\u3002<\/li><li data-start=\"1165\" data-end=\"1215\">\u5728\u53d7\u76e3\u7ba1\u884c\u696d\uff0c\u5982\u62db\u8058\u3001\u91d1\u878d\u548c\u91ab\u7642\uff0cAI \u751f\u6210\u7684\u4e0d\u516c\u5e73\u6c7a\u7b56\u53ef\u80fd\u89f8\u72af\u6cd5\u5f8b\uff0c\u4ee4\u4f01\u696d\u9762\u81e8\u6cd5\u5f8b\u8207\u502b\u7406\u8cac\u4efb\u3002<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1c117c5 e-flex e-con-boxed e-con e-parent\" data-id=\"1c117c5\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43d679a elementor-widget elementor-widget-heading\" data-id=\"43d679a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5982\u4f55\u964d\u4f4e\u751f\u6210\u5f0f AI \u7684\u5b89\u5168\u98a8\u96aa<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0504b0d elementor-widget elementor-widget-text-editor\" data-id=\"0504b0d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b6b802c elementor-widget elementor-widget-text-editor\" data-id=\"b6b802c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p data-start=\"75\" data-end=\"141\"><span style=\"color: #000000;\">\u9762\u5c0d\u7576\u524d\u53ca\u672a\u4f86\u7684 AI \u5b89\u5168\u6311\u6230\uff0c\u4f01\u696d\u548c\u6a5f\u69cb\u5fc5\u9808\u63a1\u53d6\u5168\u9762\u7684\u5b89\u5168\u7b56\u7565\u4f86\u61c9\u5c0d\u751f\u6210\u5f0f AI \u53ef\u80fd\u5e36\u4f86\u7684\u98a8\u96aa\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u95dc\u9375\u7684\u7de9\u89e3\u63aa\u65bd\uff1a<\/span><\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b4fac1 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"7b4fac1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u6578\u64da\u79c1\u96b1\u4fdd\u8b77\u8207\u5dee\u5206\u96b1\u79c1\uff08Differential Privacy\uff09<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec58e28 e-flex e-con-boxed e-con e-parent\" data-id=\"ec58e28\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9f7b1d0 elementor-widget elementor-widget-text-editor\" data-id=\"9f7b1d0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-005806d elementor-widget elementor-widget-text-editor\" data-id=\"005806d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p data-start=\"186\" data-end=\"267\"><span style=\"color: #000000;\">\u6578\u64da\u6e05\u7406\u662f\u6e1b\u5c11 AI \u8a13\u7df4\u6578\u64da\u6d29\u9732\u98a8\u96aa\u7684\u6700\u4f73\u65b9\u6cd5\u4e4b\u4e00\u3002\u4f01\u696d\u61c9\u5728\u4f7f\u7528\u6578\u64da\u4e4b\u524d\uff0c\u5c0d\u6578\u64da\u96c6\u9032\u884c\u6e05\u7406\uff0c\u53bb\u9664\u6240\u6709\u53ef\u8b58\u5225\u7684\u500b\u4eba\u8cc7\u8a0a\uff0c\u4ee5\u9632\u6b62 AI \u6a21\u578b\u7121\u610f\u4e2d\u6d29\u9732\u654f\u611f\u6578\u64da\u3002\u6b64\u5916\uff0c\u5dee\u5206\u96b1\u79c1\u6280\u8853\uff08Differential Privacy\uff09\u53ef\u4ee5\u9032\u4e00\u6b65\u589e\u5f37\u6578\u64da\u4fdd\u8b77\uff0c\u5b83\u80fd\u78ba\u4fdd\u6a21\u578b\u5728\u751f\u6210\u5167\u5bb9\u6642\u4e0d\u6703\u66b4\u9732\u55ae\u4e00\u7528\u6236\u7684\u6578\u64da\u3002\u76ee\u524d\uff0cGoogle \u548c Apple \u7b49\u516c\u53f8\u5df2\u7d93\u5728\u5176\u5927\u898f\u6a21 AI \u6a21\u578b\u4e2d\u63a1\u7528\u4e86\u5dee\u5206\u96b1\u79c1\u4f86\u4fdd\u8b77\u7528\u6236\u8cc7\u8a0a\u3002<\/span><\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-25eb7ef e-flex e-con-boxed e-con e-parent\" data-id=\"25eb7ef\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cc616c0 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"cc616c0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI \u5be9\u8a08\u8207\u6301\u7e8c\u76e3\u63a7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f8aeef e-flex e-con-boxed e-con e-parent\" data-id=\"5f8aeef\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-175e180 elementor-widget elementor-widget-text-editor\" data-id=\"175e180\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"410\" data-end=\"504\">\u5b9a\u671f\u5be9\u6838 AI \u6a21\u578b\uff0c\u4e26\u6301\u7e8c\u76e3\u6e2c\u5176\u8f38\u51fa\uff0c\u6709\u52a9\u65bc\u767c\u73fe\u6f5b\u5728\u7684\u653b\u64ca\u6216\u5b89\u5168\u98a8\u96aa\u3002\u4f8b\u5982\uff0cAI \u53ef\u80fd\u6703\u7522\u751f\u504f\u898b\u5167\u5bb9\u6216\u7121\u610f\u4e2d\u6d29\u9732\u654f\u611f\u8cc7\u8a0a\uff0c\u4f01\u696d\u9700\u8981\u5efa\u7acb AI \u76e3\u7ba1\u9ad4\u7cfb\uff0c\u4ee5\u78ba\u4fdd AI \u6280\u8853\u7684\u5408\u7406\u61c9\u7528\u3002<\/p><ul><li data-start=\"508\" data-end=\"570\">\u7b2c\u4e09\u65b9 AI \u5be9\u8a08\uff08\u5982 PwC \u5efa\u8b70\u7684\u5916\u90e8\u8a55\u4f30\uff09\u53ef\u4ee5\u5e6b\u52a9\u7d44\u7e54\u7b26\u5408\u79c1\u96b1\u6cd5\u898f\u548c\u5b89\u5168\u8981\u6c42\uff0c\u4e26\u78ba\u4fdd AI \u7cfb\u7d71\u7684\u516c\u5e73\u6027\u548c\u900f\u660e\u5ea6\u3002<\/li><li data-start=\"573\" data-end=\"610\">AI \u76e3\u6e2c\u7cfb\u7d71\u53ef\u4ee5\u5be6\u6642\u6aa2\u6e2c\u7570\u5e38\u884c\u70ba\uff0c\u9632\u6b62 AI \u751f\u6210\u8aa4\u5c0e\u6027\u6216\u6709\u5bb3\u5167\u5bb9\u3002<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb20e27 e-flex e-con-boxed e-con e-parent\" data-id=\"eb20e27\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d4f86d elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"9d4f86d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u52a0\u5bc6\u8207\u8a2a\u554f\u63a7\u5236<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68238dd e-flex e-con-boxed e-con e-parent\" data-id=\"68238dd\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ded79ca elementor-widget elementor-widget-text-editor\" data-id=\"ded79ca\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-112a59d elementor-widget elementor-widget-text-editor\" data-id=\"112a59d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p data-start=\"629\" data-end=\"691\"><span style=\"color: #000000;\">\u9650\u5236\u5c0d AI \u6a21\u578b\u7684\u8a2a\u554f\u6b0a\u9650\u81f3\u95dc\u91cd\u8981\u3002\u4f01\u696d\u53ef\u4ee5\u63a1\u7528\u57fa\u65bc\u89d2\u8272\u7684\u8a2a\u554f\u63a7\u5236\uff08RBAC\uff09\uff0c\u78ba\u4fdd\u53ea\u6709\u6388\u6b0a\u7528\u6236\u624d\u80fd\u4f7f\u7528 AI \u7cfb\u7d71\u3002\u6b64\u5916\uff0cAI \u751f\u6210\u7684\u8f38\u51fa\u6578\u64da\u548c\u8a13\u7df4\u6578\u64da\u5728\u50b3\u8f38\u904e\u7a0b\u4e2d\u61c9\u9032\u884c\u52a0\u5bc6\uff0c\u9632\u6b62\u6578\u64da\u5728\u50b3\u8f38\u904e\u7a0b\u4e2d\u88ab\u7aca\u53d6\u6216\u7be1\u6539\u3002<\/span><\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5b6fc1 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"d5b6fc1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5f15\u5165\u300c\u4eba\u985e\u76e3\u7763\u300d\uff08Human-in-the-Loop\uff09\u6a5f\u5236<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-486e46b elementor-widget elementor-widget-text-editor\" data-id=\"486e46b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"783\" data-end=\"826\">\u5728 AI \u751f\u6210\u5167\u5bb9\u7684\u95dc\u9375\u74b0\u7bc0\u52a0\u5165\u4eba\u5de5\u5be9\u6838\uff0c\u53ef\u4ee5\u6709\u6548\u6e1b\u5c11\u504f\u898b\u3001\u4e0d\u7576\u6216\u60e1\u610f\u5167\u5bb9\u7684\u7522\u751f\u3002<\/p><ul><li data-start=\"830\" data-end=\"891\">\u900f\u904e\u4eba\u985e\u76e3\u7763\uff08Human-in-the-Loop\uff09\uff0c\u4f01\u696d\u53ef\u4ee5\u78ba\u4fdd AI \u751f\u6210\u7684\u5167\u5bb9\u7b26\u5408\u9053\u5fb7\u6a19\u6e96\uff0c\u4e26\u907f\u514d\u932f\u8aa4\u8cc7\u8a0a\u7684\u50b3\u64ad\u3002<\/li><li data-start=\"894\" data-end=\"934\">\u4eba\u5de5\u5be9\u6838\u6a5f\u5236\u4ea6\u53ef\u63d0\u9ad8 AI \u7cfb\u7d71\u7684\u53ef\u4fe1\u5ea6\uff0c\u964d\u4f4e AI \u81ea\u52d5\u5316\u5e36\u4f86\u7684\u6f5b\u5728\u98a8\u96aa\u3002<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89207f0 elementor-widget elementor-widget-heading\" data-id=\"89207f0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4f7f\u7528 Lepide \u4fdd\u969c\u751f\u6210\u5f0f AI \u7684\u5b89\u5168\u6027<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-629d5df elementor-widget elementor-widget-text-editor\" data-id=\"629d5df\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9ac55cd elementor-widget elementor-widget-text-editor\" data-id=\"9ac55cd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p data-start=\"83\" data-end=\"214\"><span style=\"color: #000000;\">\u9762\u5c0d\u751f\u6210\u5f0f AI \u5e36\u4f86\u7684\u5b89\u5168\u6311\u6230\uff0c<strong data-start=\"100\" data-end=\"117\">Lepide \u6578\u64da\u5b89\u5168\u5e73\u53f0<\/strong>\u63d0\u4f9b\u4e86\u4e00\u5957\u5168\u9762\u4e14\u4e3b\u52d5\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u6709\u6548\u964d\u4f4e\u76f8\u95dc\u98a8\u96aa\u3002Lepide \u80fd\u5920\u5be6\u6642\u76e3\u63a7\u6578\u64da\u4ea4\u4e92\u3001\u7528\u6236\u6b0a\u9650\u53ca\u8a2a\u554f\u6d3b\u52d5\uff0c\u5354\u52a9\u4f01\u696d\u5728\u5b89\u5168\u5a01\u8105\u767c\u751f\u4e4b\u524d\u53ca\u6642\u6aa2\u6e2c\u4e26\u97ff\u61c9\u53ef\u7591\u884c\u70ba\uff0c\u9632\u6b62\u5b89\u5168\u4e8b\u4ef6\u5347\u7d1a\u70ba\u56b4\u91cd\u7684\u6578\u64da\u6d29\u9732\u3002<\/span><\/p><p data-start=\"216\" data-end=\"325\"><span style=\"color: #000000;\">Lepide \u7684\u6838\u5fc3\u512a\u52e2\u4e4b\u4e00\u5728\u65bc\u80fd\u5920\u9632\u6b62\u672a\u7d93\u6388\u6b0a\u7684\u8a2a\u554f\uff0c\u6700\u5927\u7a0b\u5ea6\u5730\u964d\u4f4e\u00a0<strong data-start=\"252\" data-end=\"263\">AI \u9a45\u52d5\u74b0\u5883<\/strong>\u4e2d\u7684\u6578\u64da\u6d29\u9732\u98a8\u96aa\u3002\u900f\u904e\u8a73\u7d30\u7684\u5be9\u8a08\u65e5\u8a8c\uff0c\u4f01\u696d\u53ef\u4ee5\u8ffd\u8e64\u654f\u611f\u6578\u64da\u7684\u6240\u6709\u8b8a\u66f4\uff0c\u78ba\u4fdd\u5c0d AI \u76f8\u95dc\u6578\u64da\u4f7f\u7528\u7684\u53ef\u8996\u5316\u7ba1\u7406\u8207\u5168\u9762\u638c\u63a7\u3002<\/span><\/p><p data-start=\"327\" data-end=\"456\"><span style=\"color: #000000;\">\u9664\u4e86\u5b89\u5168\u76e3\u63a7\uff0cLepide \u9084\u5728<strong data-start=\"343\" data-end=\"352\">\u5408\u898f\u6027\u7ba1\u7406<\/strong>\u65b9\u9762\u767c\u63ee\u95dc\u9375\u4f5c\u7528\u3002\u5b83\u80fd\u5920\u81ea\u52d5\u5316\u751f\u6210\u5408\u898f\u5831\u544a\uff0c\u4e26\u63d0\u4f9b\u81ea\u5b9a\u7fa9\u5b89\u5168\u8b66\u5831\uff0c\u5e6b\u52a9\u4f01\u696d\u9075\u5b88\u00a0<strong data-start=\"392\" data-end=\"411\">GDPR\u3001CCPA\u3001HIPAA<\/strong>\u00a0\u7b49\u56b4\u683c\u7684\u6578\u64da\u79c1\u96b1\u6cd5\u898f\uff0c\u964d\u4f4e\u56e0\u9055\u898f\u5c0e\u81f4\u7684\u6cd5\u5f8b\u53ca\u7d93\u6fdf\u98a8\u96aa\uff0c\u78ba\u4fdd\u654f\u611f\u6578\u64da\u59cb\u7d42\u53d7\u5230\u56b4\u683c\u4fdd\u8b77\u3002<\/span><\/p><p data-start=\"458\" data-end=\"561\"><span style=\"color: #000000;\">\u6b64\u5916\uff0cLepide \u63a1\u7528\u00a0<strong data-start=\"471\" data-end=\"487\">AI \u9a45\u52d5\u7684\u7570\u5e38\u6aa2\u6e2c\u6280\u8853<\/strong>\uff0c\u80fd\u5920\u8b58\u5225\u4e26\u97ff\u61c9\u7570\u5e38\u7684\u6578\u64da\u8a2a\u554f\u6a21\u5f0f\u3002\u9019\u7a2e\u4e3b\u52d5\u9632\u79a6\u7b56\u7565\u6709\u52a9\u65bc\u53ca\u6642\u767c\u73fe\u5167\u90e8\u5a01\u8105\u3001AI \u6feb\u7528\u6216\u6f5b\u5728\u7684\u7db2\u7d61\u653b\u64ca\uff0c\u78ba\u4fdd\u4f01\u696d\u80fd\u5728\u5b89\u5168\u4e8b\u4ef6\u767c\u751f\u524d\u63a1\u53d6\u61c9\u5c0d\u63aa\u65bd\u3002<\/span><\/p><p data-start=\"563\" data-end=\"639\"><span style=\"color: #000000;\">\u900f\u904e\u96c6\u6210\u00a0<strong data-start=\"568\" data-end=\"595\">\u81ea\u52d5\u5316\u98a8\u96aa\u8a55\u4f30\u3001\u7cbe\u7d30\u5316\u8a2a\u554f\u63a7\u5236\u53ca\u5148\u9032\u7684\u5a01\u8105\u60c5\u5831<\/strong>\uff0cLepide \u8b93\u4f01\u696d\u80fd\u5920\u5728\u78ba\u4fdd\u6578\u64da\u5b89\u5168\u8207\u5408\u898f\u7684\u524d\u63d0\u4e0b\uff0c\u653e\u5fc3\u63a1\u7528\u751f\u6210\u5f0f AI \u6280\u8853\u3002<\/span><\/p><\/div><\/div><div class=\"elementor-element elementor-element-8f01d93 elementor-widget elementor-widget-image\" data-id=\"8f01d93\" data-element_type=\"widget\" data-widget_type=\"image.default\"><div class=\"elementor-widget-container\"><img fetchpriority=\"high\" decoding=\"async\" class=\"attachment-large size-large wp-image-27513 ls-is-cached lazyloaded\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image.jpeg\" sizes=\"(max-width: 552px) 100vw, 552px\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image.jpeg 552w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image-300x207.jpeg 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image-18x12.jpeg 18w\" alt=\"\" width=\"552\" height=\"380\" data-src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image.jpeg\" data-srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image.jpeg 552w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image-300x207.jpeg 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/08\/image-18x12.jpeg 18w\" data-sizes=\"(max-width: 552px) 100vw, 552px\" \/><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fe4207c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fe4207c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-467dc8f\" data-id=\"467dc8f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-194e414 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"194e414\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f51bc75 e-transform elementor-widget elementor-widget-text-editor\" data-id=\"f51bc75\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_rotateZ_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_rotateZ_effect_tablet&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_rotateZ_effect_mobile&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-size: 14pt; color: #273171;\"><strong>If you are interested, you are welcome to follow us for more information about the article and contact us if you have any questions!<\/strong><\/span><\/p><footer class=\"product-footer\"><div class=\"additional-info\"><div class=\"related-articles\"><h3><span style=\"color: #000000;\">Extended Reading<\/span><span style=\"color: #000000; font-size: 16px;\">Read:<\/span><\/h3><p style=\"padding-left: 40px;\"><a style=\"color: #13aff0; text-decoration-style: dotted; text-decoration-skip-ink: none;\" href=\"https:\/\/hongtronics.com\/en\/iota-microburst\/\"><span style=\"font-size: 12pt; color: #3498db;\">\u27a4 Hong Hong Shares | How to Leverage IOTA to Improve Network Performance Diagnostics : An In-Depth Analysis of the Performance Impact of Microburst Traffic<\/span><\/a><\/p><p style=\"padding-left: 40px;\"><a style=\"color: #13aff0; text-decoration-style: dotted; text-decoration-skip-ink: none;\" href=\"https:\/\/hongtronics.com\/en\/anybus-communicator-automation\/\"><span style=\"font-size: 12pt; color: #3498db;\">\u27a4 MacroHong Shares \u4e28 Identifying and Preventing Security Risks of Blast-RADIUS Vulnerabilities with ProfiShark and IOTA<\/span><\/a><\/p><\/div><\/div><\/footer>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb990ac elementor-widget elementor-widget-image\" data-id=\"fb990ac\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"197\" src=\"https:\/\/hongtronics.com\/wp-content\/uploads\/2024\/06\/\u516c\u53f8\u8cc7\u8a0a\u6b04_\u8cc7\u8a0a\u5361-\u592702-1.png\" class=\"attachment-large size-large wp-image-40098\" alt=\"\" srcset=\"https:\/\/hongtronics.com\/wp-content\/uploads\/2024\/06\/\u516c\u53f8\u8cc7\u8a0a\u6b04_\u8cc7\u8a0a\u5361-\u592702-1.png 1024w, https:\/\/hongtronics.com\/wp-content\/uploads\/2024\/06\/\u516c\u53f8\u8cc7\u8a0a\u6b04_\u8cc7\u8a0a\u5361-\u592702-1-300x58.png 300w, https:\/\/hongtronics.com\/wp-content\/uploads\/2024\/06\/\u516c\u53f8\u8cc7\u8a0a\u6b04_\u8cc7\u8a0a\u5361-\u592702-1-768x148.png 768w, https:\/\/hongtronics.com\/wp-content\/uploads\/2024\/06\/\u516c\u53f8\u8cc7\u8a0a\u6b04_\u8cc7\u8a0a\u5361-\u592702-1-600x115.png 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u6458\u8981 \u751f\u6210\u5f0f AI \u6b63\u5728\u6539\u8b8a\u904a\u6232\u898f\u5247\uff0c\u91cd\u65b0\u5b9a\u7fa9\u5275\u9020\u529b\u3001\u81ea\u52d5\u5316\uff0c\u751a\u81f3\u662f\u7db2\u7d61\u5b89\u5168\u7684\u672a\u4f86\u3002\u50cf GPT-4 \u548c Dee [&hellip;]<\/p>","protected":false},"author":33,"featured_media":71423,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"","iawp_total_views":21,"ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[],"footnotes":""},"categories":[2303],"tags":[4318],"table_tags":[],"class_list":["post-71418","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-2303","tag-lepide","entry","has-media","owp-thumbs-layout-horizontal","owp-btn-normal","owp-tabs-layout-horizontal","has-no-thumbnails","has-product-nav"],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/hongtronics.com\/wp-content\/uploads\/2025\/08\/image.jpeg","_links":{"self":[{"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/posts\/71418","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/users\/33"}],"replies":[{"embeddable":true,"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/comments?post=71418"}],"version-history":[{"count":11,"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/posts\/71418\/revisions"}],"predecessor-version":[{"id":71431,"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/posts\/71418\/revisions\/71431"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/media\/71423"}],"wp:attachment":[{"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/media?parent=71418"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/categories?post=71418"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/tags?post=71418"},{"taxonomy":"table_tags","embeddable":true,"href":"https:\/\/hongtronics.com\/en\/wp-json\/wp\/v2\/table_tags?post=71418"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}