{"id":1902,"date":"2025-12-27T17:12:50","date_gmt":"2025-12-27T17:12:50","guid":{"rendered":"https:\/\/trustedagent.cn\/?page_id=1902"},"modified":"2025-12-27T17:21:25","modified_gmt":"2025-12-27T17:21:25","slug":"%e5%90%88%e8%a7%84%e4%b8%8e%e5%81%8f%e8%a7%81","status":"publish","type":"page","link":"https:\/\/trustedagent.cn\/?page_id=1902","title":{"rendered":"\u5408\u89c4\u4e0e\u504f\u89c1"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1902\" class=\"elementor elementor-1902\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-932fd7f e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"932fd7f\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80a1999 elementor-widget elementor-widget-image-box\" data-id=\"80a1999\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h1 class=\"elementor-image-box-title\">\u5408\u89c4\u4e0e\u504f\u89c1<\/h1><\/div><\/div>\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-978c811 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"978c811\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c44e5ae elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c44e5ae\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-ad67a16 e-n-tabs-mobile elementor-widget elementor-widget-n-tabs\" data-id=\"ad67a16\" data-element_type=\"widget\" data-settings=\"{&quot;horizontal_scroll&quot;:&quot;disable&quot;}\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"181828118\" aria-label=\"\u6807\u7b7e\u9875\u7ec4\u4ef6\u64cd\u4f5c\u63d0\u793a\uff1a\u4f7f\u7528 Enter \u6216 Space \u952e\u6253\u5f00\u9879\u76ee\uff0c\u4f7f\u7528 Escape \u952e\u5173\u95ed\uff0c\u4f7f\u7528\u65b9\u5411\u952e\u8fdb\u884c\u5bfc\u822a\u3002\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-1818281181\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-1818281181\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u667a\u80fd\u4f53\u7248\u6743\u4fb5\u6743\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1818281182\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1818281182\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u667a\u80fd\u4f53\u9690\u79c1\u6cc4\u9732\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1818281183\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1818281183\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u6570\u636e\u5408\u89c4\u4fdd\u62a4\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1818281184\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1818281184\" style=\"--n-tabs-title-order: 4;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u504f\u89c1\u4e0e\u516c\u5e73\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-1818281181\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1818281181\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-6fb6a9b e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"6fb6a9b\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-65d57e3 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"65d57e3\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ea58ced elementor-widget elementor-widget-heading\" data-id=\"ea58ced\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5408\u89c4\u6027\uff1a\u667a\u80fd\u4f53\u7248\u6743\u4fb5\u6743\u8bc4\u6d4b\u4e0e\u7f13\u89e3\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98ee295 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"98ee295\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-f6ce364 elementor-widget elementor-widget-text-editor\" data-id=\"f6ce364\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u7814\u7a76\u95ee\u9898<\/strong>\uff1a\u68c0\u6d4b\u667a\u80fd\u4f53\u8f93\u51fa\u5185\u5bb9\u662f\u5426\u7b26\u5408\u7248\u6743\u76d1\u7ba1\u7684\u5408\u89c4\u8981\u6c42\u5e76\u8fdb\u884c\u7f13\u89e3<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5a8a6f3 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"5a8a6f3\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-a3336cb e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"a3336cb\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b90364b elementor-widget elementor-widget-heading\" data-id=\"b90364b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u6280\u672f\u8def\u7ebf<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-541698a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"541698a\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-ee1e832 elementor-widget elementor-widget-image\" data-id=\"ee1e832\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"690\" height=\"196\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724719-2.png\" class=\"attachment-large size-large wp-image-1905\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724719-2.png 690w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724719-2-300x85.png 300w\" sizes=\"(max-width: 690px) 100vw, 690px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7688a14 elementor-widget elementor-widget-text-editor\" data-id=\"7688a14\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u57fa\u4e8e\u201c\u4ed3\u5e93\u6536\u96c6-\u63d0\u793a\u63d0\u53d6-\u4ee3\u7801\u751f\u6210\u201d\u7684\u6d41\u7a0b\u751f\u6210\u8bc4\u6d4b\u7528\u6570\u636e<\/p><\/li><li><p>\u57fa\u4e8e\u4ee3\u7801\u514b\u9686\u7684\u7279\u5f81\u7ed3\u5408\u4ee3\u7801\u514b\u9686\u68c0\u6d4b\u6765\u53ca\u65f6\u963b\u6b62\u7248\u6743\u4ee3\u7801\u7684\u8f93\u51fa<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d9f21c4 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"d9f21c4\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3142a0b elementor-widget elementor-widget-heading\" data-id=\"3142a0b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u7814\u7a76\u6210\u679c\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b64678 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2b64678\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-d0eb879 elementor-widget elementor-widget-image\" data-id=\"d0eb879\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"647\" height=\"320\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724720-2.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-1906\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724720-2.png 647w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724720-2-300x148.png 300w\" sizes=\"(max-width: 647px) 100vw, 647px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04d877f elementor-widget elementor-widget-text-editor\" data-id=\"04d877f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u6784\u5efa\u6db5\u76d63\u79cd\u4e3b\u6d41\u8bed\u8a00\uff0c\u542b84000\u4e2a\u63d0\u793a\u8bcd\u7684\u8bc4\u6d4b\u6570\u636e\u96c6<\/p><\/li><li><p>\u63ed\u793a\u4e3b\u6d41\u4ee3\u7801\u667a\u80fd\u4f53\u7684\u514b\u9686\u95ee\u9898\uff0c\u514b\u9686\u7387\u6700\u9ad8\u53ef\u8fbe<b>7.5%<\/b><b>\uff0c<\/b>\u4e14\u514b\u9686\u884c\u4e3a\u7a33\u5b9a\uff0c\u96be\u4ee5\u7528\u63d0\u793a\u53d8\u6362\u907f\u514d<\/p><\/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<div class=\"elementor-element elementor-element-afd60ec elementor-widget elementor-widget-text-editor\" data-id=\"afd60ec\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>An Empirical Study of Code Clones from Commercial AI Code Generators. FSE&#8217;25 (CCF-A\u7c7b)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1818281182\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1818281182\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-1d472fb e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"1d472fb\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-0515d2c e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"0515d2c\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7651b68 elementor-widget elementor-widget-heading\" data-id=\"7651b68\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5408\u89c4\u6027\uff1a\u667a\u80fd\u4f53\u9690\u79c1\u6cc4\u9732\u8bc4\u6d4b\u4e0e\u7f13\u89e3\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78c2ca1 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"78c2ca1\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-9a39472 elementor-widget elementor-widget-text-editor\" data-id=\"9a39472\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u7814\u7a76\u95ee\u9898<\/strong>\uff1a\u68c0\u6d4b\u667a\u80fd\u4f53\u8f93\u51fa\u5185\u5bb9\u662f\u5426\u5b58\u5728\u7528\u6237\u9690\u79c1\u4fe1\u606f\u5e76\u5b9e\u65bd\u963b\u65ad<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-746600d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"746600d\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-3bd8dd9 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"3bd8dd9\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41fba81 elementor-widget elementor-widget-heading\" data-id=\"41fba81\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u6280\u672f\u8def\u7ebf<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c3c8e2 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6c3c8e2\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-bae6472 elementor-widget elementor-widget-image\" data-id=\"bae6472\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"353\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724721-1-1024x353.png\" class=\"attachment-large size-large wp-image-1907\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724721-1-1024x353.png 1024w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724721-1-300x103.png 300w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724721-1-768x264.png 768w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724721-1-1536x529.png 1536w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724721-1.png 1786w\" 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 class=\"elementor-element elementor-element-17a10b8 elementor-widget elementor-widget-text-editor\" data-id=\"17a10b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u63d0\u51fa\u4e86<b>HCR<\/b><b>\u9690\u79c1\u8bc4\u4f30\u4e0e\u963b\u65ad\u5de5\u5177<\/b>\uff0c\u57fa\u4e8e\u8d8a\u72f1\u653b\u51fb\u624b\u6bb5\u68c0\u6d4bLLM\u5728\u4ee3\u7801\u751f\u6210\u65f6\u7684\u9690\u79c1\u6cc4\u9732\u62b5\u6297\u80fd\u529b\uff0c\u5e76\u6784\u5efa\u201c\u6e90\u5934-\u8bad\u7ec3\u9636\u6bb5-\u8f93\u51fa\u9636\u6bb5\u201d\u7684\u4e09\u5c42\u9690\u79c1\u6cc4\u9732\u963b\u65ad\u6846\u67b6<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-589e67e e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"589e67e\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c81feb0 elementor-widget elementor-widget-heading\" data-id=\"c81feb0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u7814\u7a76\u6210\u679c\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b55622c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b55622c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-7e6d622 elementor-widget elementor-widget-image\" data-id=\"7e6d622\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"444\" height=\"254\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724722.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-1908\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724722.png 444w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724722-300x172.png 300w\" sizes=\"(max-width: 444px) 100vw, 444px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db45782 elementor-widget elementor-widget-text-editor\" data-id=\"db45782\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u5728\u591a\u79cd\u6570\u636e\u96c6\u6765\u6e90\u4e0b\uff0cHCR\u5229\u7528\u8d8a\u72f1\u653b\u51fb\u624b\u6bb5\u68c0\u6d4b\u51fa\u7684\u9690\u79c1\u6cc4\u9732\u6570\u91cf\u6bd4\u57fa\u51c6\u65b9\u6cd5\u5e73\u5747<b>\u589e\u52a0\u7ea6<\/b><b>800%<\/b><\/p><\/li><li><p><b><\/b>HCR\u62e6\u622a\u4e86GitHub Copilot\u8d85 <b>60%<\/b> \u7684\u65e0\u6548 \/ \u654f\u611f\u51ed\u8bc1<\/p><\/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<div class=\"elementor-element elementor-element-9229e08 elementor-widget elementor-widget-text-editor\" data-id=\"9229e08\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Your Code Secret Belongs to Me: Neural Code Completion Tools Can Memorize Hard-Coded Credentials. FSE&#8217;24 (CCF-A\u7c7b)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1818281183\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1818281183\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-dede92b e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"dede92b\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-71cb6ea e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"71cb6ea\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6b89afa elementor-widget elementor-widget-heading\" data-id=\"6b89afa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u667a\u80fd\u4f53\u6570\u636e\u6c34\u5370\u7248\u6743\u4fdd\u62a4<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2006c27 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2006c27\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-62a6da5 elementor-widget elementor-widget-text-editor\" data-id=\"62a6da5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u7814\u7a76\u95ee\u9898<\/strong>\uff1a\u901a\u8fc7\u6c34\u5370\u6280\u672f\u5b9e\u73b0\u6570\u636e\u96c6\u7248\u6743\u4fdd\u62a4\uff0c\u5f3a\u5316\u6570\u636e\u751f\u547d\u5468\u671f\u7684\u7248\u6743\u7ba1\u7406\u4e0e\u5408\u89c4\u6027<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e59a5b e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"9e59a5b\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-45e5177 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"45e5177\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bfc2f6c elementor-widget elementor-widget-heading\" data-id=\"bfc2f6c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u80cc\u666f\u75db\u70b9\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8dd49ce elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"8dd49ce\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-43038ae elementor-widget elementor-widget-image\" data-id=\"43038ae\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"479\" height=\"231\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724723-1.png\" class=\"attachment-large size-large wp-image-1910\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724723-1.png 479w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724723-1-300x145.png 300w\" sizes=\"(max-width: 479px) 100vw, 479px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf2ca40 elementor-widget elementor-widget-text-editor\" data-id=\"cf2ca40\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u5bf9\u4e00\u5c0f\u90e8\u5206\u6837\u672c\u8fdb\u884c\u6587\u672c\u98ce\u683c\u8f6c\u6362\u5e76\u6dfb\u52a0\u7279\u6b8a\u89e6\u53d1\u8bcd<\/p><\/li><li><p>\u4f7f\u6c34\u5370\u65e2\u53ef\u5b66\u4e60\u53c8\u4e0d\u5f71\u54cd\u6b63\u5e38\u6a21\u578b\u80fd\u529b<\/p><\/li><li><p>\u9a8c\u8bc1\u9636\u6bb5\u5229\u7528\u5206\u7c7b\u5668\u5bf9\u8f93\u51fa\u505a\u7edf\u8ba1\u68c0\u9a8c\uff0c\u5224\u65ad\u662f\u5426\u4f7f\u7528\u4e86\u7248\u6743<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7cb9c2d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"7cb9c2d\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a1d27a elementor-widget elementor-widget-heading\" data-id=\"2a1d27a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u7814\u7a76\u6210\u679c\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04354ea elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"04354ea\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-39031c2 elementor-widget elementor-widget-image\" data-id=\"39031c2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"556\" height=\"215\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724725-1.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-1912\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724725-1.png 556w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724725-1-300x116.png 300w\" sizes=\"(max-width: 556px) 100vw, 556px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bfdcaa elementor-widget elementor-widget-text-editor\" data-id=\"6bfdcaa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u53ef\u5728\u591a\u4e2a\u4e3b\u6d41 LLM\u4e0a\u53d6\u5f97\u9ad8\u7cbe\u5ea6\u6c34\u5370\u68c0\u6d4b\u6548\u679c<\/p><\/li><li><p>\u6ce8\u5165\u6c34\u5370\u540e\u6a21\u578b\u5728\u504f\u597d\u5bf9\u9f50\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u53d8\u5316\u6781\u5c0f<\/p><\/li><li><p>\u6c34\u5370\u5bf9\u591a\u79cd\u62b9\u9664\u653b\u51fb\uff08\u5fae\u8c03\u3001\u6539\u5199\uff09\u5747\u8868\u73b0\u51fa\u5f3a\u9c81\u68d2\u6027<\/p><\/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<div class=\"elementor-element elementor-element-e1885bb elementor-widget elementor-widget-text-editor\" data-id=\"e1885bb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Jian Lou et al. PreferCare: Preference Dataset Copyright Protection in LLM Alignment by Watermark Injection and Verification. CCS&#8217;25 (CCF-A\u7c7b)<\/p>\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 id=\"e-n-tab-content-1818281184\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1818281184\" data-tab-index=\"4\" style=\"--n-tabs-title-order: 4;\" class=\" elementor-element elementor-element-7f8469a e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"7f8469a\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0f0638d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"0f0638d\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c4a2509 elementor-widget elementor-widget-heading\" data-id=\"c4a2509\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u667a\u80fd\u4f53\u591a\u76ee\u6807\u504f\u89c1\u524a\u51cf<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f8f91a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1f8f91a\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-e4488a7 elementor-widget elementor-widget-text-editor\" data-id=\"e4488a7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u7814\u7a76\u95ee\u9898<\/strong>\uff1a\u5728\u4e0d\u663e\u8457\u727a\u7272\u6a21\u578b\u6027\u80fd\u7684\u524d\u63d0\u4e0b\uff0c\u6709\u6548\u524a\u51cf\u793e\u4f1a\u504f\u89c1\u4ee5\u63d0\u5347\u667a\u80fd\u4f53\u7684\u516c\u5e73\u516c\u6b63\u6027<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b751ce9 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"b751ce9\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-e9808b7 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"e9808b7\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3cc81ac elementor-widget elementor-widget-heading\" data-id=\"3cc81ac\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u6280\u672f\u8def\u7ebf<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-995fe89 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"995fe89\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-bbf8923 elementor-widget elementor-widget-image\" data-id=\"bbf8923\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"506\" height=\"244\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724726-1.png\" class=\"attachment-large size-large wp-image-1914\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724726-1.png 506w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724726-1-300x145.png 300w\" sizes=\"(max-width: 506px) 100vw, 506px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d54eef elementor-widget elementor-widget-text-editor\" data-id=\"5d54eef\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u57fa\u4e8e\u56e0\u679c\u5e72\u9884\uff0c\u63d0\u51fa\u5c42\u7ea7\u5316\u7684\u591a\u667a\u80fd\u4f53\u53bb\u504f\u6846\u67b6\uff1a<i>\u8f85\u52a9\u667a\u80fd\u4f53<\/i>\u5bf9\u9f50\u4eba\u7c7b\u4ef7\u503c\uff0c\u5bf9\u8f93\u5165\u8fdb\u884c<b>\u7279\u5f81<\/b>\u8bc6\u522b\u3001\u63a9\u76d6\u4e0e\u91cd\u6784\uff1b<i>\u4e3b\u667a\u80fd\u4f53<\/i>\u5bf9\u9f50\u4efb\u52a1\u76ee\u6807\uff0c\u5c06\u53bb\u504f\u8fc7\u7a0b\u4e0e\u4e3b\u4efb\u52a1\u63a8\u7406\u8fc7\u7a0b<b>\u89e3\u8026<\/b><\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5099c56 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"5099c56\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2830024 elementor-widget elementor-widget-heading\" data-id=\"2830024\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u7814\u7a76\u6210\u679c\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ecb80a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2ecb80a\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-92b0c12 elementor-widget elementor-widget-image\" data-id=\"92b0c12\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1888\" height=\"922\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724727-1.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-1915\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724727-1.png 1888w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724727-1-300x147.png 300w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724727-1-1024x500.png 1024w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724727-1-768x375.png 768w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724727-1-1536x750.png 1536w\" sizes=\"(max-width: 1888px) 100vw, 1888px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7844db8 elementor-widget elementor-widget-text-editor\" data-id=\"7844db8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u5728\u591a\u6570\u636e\u96c6\u548c\u6a21\u578b\u4e0a\uff0c\u63a8\u52a8\u4e86\u5e15\u7d2f\u6258\u524d\u6cbf\uff1a\u964d\u4f4e\u4e86\u7ea6 80% \u504f\u89c1\u8bc4\u5206\uff0c\u4efb\u52a1\u51c6\u786e\u7387\u7684\u4e0b\u964d\u4ec5\u7ea6 10% \u5de6\u53f3<\/p><\/li><li><p>\u5f15\u5165\u4e86\u66f4\u591a\u63a8\u7406\u65f6\u6210\u672c\uff0c\u4f46\u4ecd\u4f4e\u4e8e\u540c\u7c7b\u591a\u667a\u80fd\u4f53\u65b9\u6cd5<\/p><\/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<div class=\"elementor-element elementor-element-7f85c12 elementor-widget elementor-widget-text-editor\" data-id=\"7f85c12\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework. AAAI&#8217;25 (CCF-A\u7c7b)<\/p>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u5408\u89c4\u4e0e\u504f\u89c1 \u667a\u80fd\u4f53\u7248\u6743\u4fb5\u6743 \u667a\u80fd\u4f53\u9690\u79c1\u6cc4\u9732 \u6570\u636e\u5408\u89c4\u4fdd\u62a4 \u504f\u89c1\u4e0e\u516c\u5e73 \u5408\u89c4\u6027\uff1a\u667a\u80fd\u4f53\u7248\u6743\u4fb5\u6743\u8bc4\u6d4b\u4e0e\u7f13\u89e3 \u7814\u7a76\u95ee\u9898\uff1a\u68c0\u6d4b\u667a\u80fd\u4f53\u8f93\u51fa\u5185\u5bb9\u662f\u5426\u7b26\u5408\u7248\u6743\u76d1\u7ba1\u7684\u5408\u89c4\u8981\u6c42\u5e76\u8fdb\u884c\u7f13\u89e3 \u6280\u672f\u8def\u7ebf \u57fa\u4e8e\u201c\u4ed3\u5e93\u6536\u96c6-\u63d0\u793a\u63d0\u53d6-\u4ee3\u7801\u751f\u6210\u201d\u7684\u6d41\u7a0b\u751f\u6210\u8bc4\u6d4b\u7528\u6570\u636e \u57fa\u4e8e\u4ee3\u7801\u514b\u9686\u7684\u7279\u5f81\u7ed3\u5408\u4ee3\u7801\u514b\u9686\u68c0\u6d4b\u6765\u53ca\u65f6\u963b\u6b62\u7248\u6743\u4ee3\u7801\u7684\u8f93\u51fa \u7814\u7a76\u6210\u679c \u6784\u5efa\u6db5\u76d63\u79cd\u4e3b\u6d41\u8bed\u8a00\uff0c\u542b84000\u4e2a\u63d0\u793a\u8bcd\u7684\u8bc4\u6d4b\u6570\u636e\u96c6 \u63ed\u793a\u4e3b\u6d41\u4ee3\u7801\u667a\u80fd\u4f53\u7684\u514b\u9686\u95ee\u9898\uff0c\u514b\u9686\u7387\u6700\u9ad8\u53ef\u8fbe7.5%\uff0c\u4e14\u514b\u9686\u884c\u4e3a\u7a33\u5b9a\uff0c\u96be\u4ee5\u7528\u63d0\u793a\u53d8\u6362\u907f\u514d An Empirical Study of Code Clones from Commercial AI Code Generators. FSE&#8217;25 (CCF-A\u7c7b) \u5408\u89c4\u6027\uff1a\u667a\u80fd\u4f53\u9690\u79c1\u6cc4\u9732\u8bc4\u6d4b\u4e0e\u7f13\u89e3 \u7814\u7a76\u95ee\u9898\uff1a\u68c0\u6d4b\u667a\u80fd\u4f53\u8f93\u51fa\u5185\u5bb9\u662f\u5426\u5b58\u5728\u7528\u6237\u9690\u79c1\u4fe1\u606f\u5e76\u5b9e\u65bd\u963b\u65ad \u6280\u672f\u8def\u7ebf \u63d0\u51fa\u4e86HCR\u9690\u79c1\u8bc4\u4f30\u4e0e\u963b\u65ad\u5de5\u5177\uff0c\u57fa\u4e8e\u8d8a\u72f1\u653b\u51fb\u624b\u6bb5\u68c0\u6d4bLLM\u5728\u4ee3\u7801\u751f\u6210\u65f6\u7684\u9690\u79c1\u6cc4\u9732\u62b5\u6297\u80fd\u529b\uff0c\u5e76\u6784\u5efa\u201c\u6e90\u5934-\u8bad\u7ec3\u9636\u6bb5-\u8f93\u51fa\u9636\u6bb5\u201d\u7684\u4e09\u5c42\u9690\u79c1\u6cc4\u9732\u963b\u65ad\u6846\u67b6 \u7814\u7a76\u6210\u679c \u5728\u591a\u79cd\u6570\u636e\u96c6\u6765\u6e90\u4e0b\uff0cHCR\u5229\u7528\u8d8a\u72f1\u653b\u51fb\u624b\u6bb5\u68c0\u6d4b\u51fa\u7684\u9690\u79c1\u6cc4\u9732\u6570\u91cf\u6bd4\u57fa\u51c6\u65b9\u6cd5\u5e73\u5747\u589e\u52a0\u7ea6800% HCR\u62e6\u622a\u4e86GitHub Copilot\u8d85 60% \u7684\u65e0\u6548 \/ \u654f\u611f\u51ed\u8bc1 Your Code Secret Belongs to Me: Neural Code Completion Tools Can Memorize Hard-Coded Credentials. FSE&#8217;24 (CCF-A\u7c7b) \u667a\u80fd\u4f53\u6570\u636e\u6c34\u5370\u7248\u6743\u4fdd\u62a4 \u7814\u7a76\u95ee\u9898\uff1a\u901a\u8fc7\u6c34\u5370\u6280\u672f\u5b9e\u73b0\u6570\u636e\u96c6\u7248\u6743\u4fdd\u62a4\uff0c\u5f3a\u5316\u6570\u636e\u751f\u547d\u5468\u671f\u7684\u7248\u6743\u7ba1\u7406\u4e0e\u5408\u89c4\u6027 \u80cc\u666f\u75db\u70b9 \u5bf9\u4e00\u5c0f\u90e8\u5206\u6837\u672c\u8fdb\u884c\u6587\u672c\u98ce\u683c\u8f6c\u6362\u5e76\u6dfb\u52a0\u7279\u6b8a\u89e6\u53d1\u8bcd \u4f7f\u6c34\u5370\u65e2\u53ef\u5b66\u4e60\u53c8\u4e0d\u5f71\u54cd\u6b63\u5e38\u6a21\u578b\u80fd\u529b \u9a8c\u8bc1\u9636\u6bb5\u5229\u7528\u5206\u7c7b\u5668\u5bf9\u8f93\u51fa\u505a\u7edf\u8ba1\u68c0\u9a8c\uff0c\u5224\u65ad\u662f\u5426\u4f7f\u7528\u4e86\u7248\u6743 \u7814\u7a76\u6210\u679c \u53ef\u5728\u591a\u4e2a\u4e3b\u6d41 LLM\u4e0a\u53d6\u5f97\u9ad8\u7cbe\u5ea6\u6c34\u5370\u68c0\u6d4b\u6548\u679c \u6ce8\u5165\u6c34\u5370\u540e\u6a21\u578b\u5728\u504f\u597d\u5bf9\u9f50\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u53d8\u5316\u6781\u5c0f \u6c34\u5370\u5bf9\u591a\u79cd\u62b9\u9664\u653b\u51fb\uff08\u5fae\u8c03\u3001\u6539\u5199\uff09\u5747\u8868\u73b0\u51fa\u5f3a\u9c81\u68d2\u6027 Jian Lou et al. PreferCare: Preference Dataset Copyright Protection in LLM Alignment by Watermark Injection and Verification. CCS&#8217;25 (CCF-<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"disabled","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-1902","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/trustedagent.cn\/index.php?rest_route=\/wp\/v2\/pages\/1902","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/trustedagent.cn\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/trustedagent.cn\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/trustedagent.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/trustedagent.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1902"}],"version-history":[{"count":5,"href":"https:\/\/trustedagent.cn\/index.php?rest_route=\/wp\/v2\/pages\/1902\/revisions"}],"predecessor-version":[{"id":1919,"href":"https:\/\/trustedagent.cn\/index.php?rest_route=\/wp\/v2\/pages\/1902\/revisions\/1919"}],"wp:attachment":[{"href":"https:\/\/trustedagent.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1902"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}