{"id":3172,"date":"2025-03-31T12:17:06","date_gmt":"2025-03-31T03:17:06","guid":{"rendered":"https:\/\/andopen.co.kr\/%d8%ad%d8%a7%d9%84%d8%a9-%d8%aa%d9%82%d9%86%d9%8a%d8%a9-%d8%a7%d9%84%d8%aa%d8%b9%d8%b1%d9%81-%d8%b9%d9%84%d9%89-%d8%a7%d9%84%d9%88%d8%ac%d9%87-%d9%81%d9%8a-%d8%b9%d8%a7%d9%85-2025-%d8%a7%d9%84%d8%af\/"},"modified":"2025-03-31T20:32:06","modified_gmt":"2025-03-31T11:32:06","slug":"%d8%ad%d8%a7%d9%84%d8%a9-%d8%aa%d9%82%d9%86%d9%8a%d8%a9-%d8%a7%d9%84%d8%aa%d8%b9%d8%b1%d9%81-%d8%b9%d9%84%d9%89-%d8%a7%d9%84%d9%88%d8%ac%d9%87-%d9%81%d9%8a-%d8%b9%d8%a7%d9%85-2025-%d8%a7%d9%84%d8%af","status":"publish","type":"post","link":"https:\/\/andopen.co.kr\/ar\/%d8%ad%d8%a7%d9%84%d8%a9-%d8%aa%d9%82%d9%86%d9%8a%d8%a9-%d8%a7%d9%84%d8%aa%d8%b9%d8%b1%d9%81-%d8%b9%d9%84%d9%89-%d8%a7%d9%84%d9%88%d8%ac%d9%87-%d9%81%d9%8a-%d8%b9%d8%a7%d9%85-2025-%d8%a7%d9%84%d8%af\/","title":{"rendered":"\u062d\u0627\u0644\u0629 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0641\u064a \u0639\u0627\u0645 2025: \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629"},"content":{"rendered":"<figure class=\"wp-block-post-featured-image\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/andopen.co.kr\/wp-content\/uploads\/2025\/03\/facer25thumb-1.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"State of Facial Recognition in 2025\" style=\"object-fit:cover;\" \/><\/figure>\n<p>\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0644\u064a\u0633\u062a \u0628\u0627\u0644\u0634\u064a\u0621 \u0627\u0644\u062c\u062f\u064a\u062f. \u0641\u0642\u062f \u062a\u0637\u0648\u0631\u062a \u0641\u064a \u0627\u0644\u0639\u0642\u0648\u062f \u0627\u0644\u0642\u0644\u064a\u0644\u0629 \u0627\u0644\u0645\u0627\u0636\u064a\u0629 \u0645\u0646 \u0645\u0641\u0647\u0648\u0645 \u062e\u064a\u0627\u0644 \u0639\u0644\u0645\u064a \u0625\u0644\u0649 \u062c\u0632\u0621 \u0644\u0627 \u064a\u062a\u062c\u0632\u0623 \u0645\u0646 \u062d\u064a\u0627\u062a\u0646\u0627 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 &#8211; \u062a\u0623\u0645\u064a\u0646 \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0648\u0627\u0644\u0645\u0646\u0627\u0632\u0644 \u0648\u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0643\u0648\u0646\u0647\u0627 \u062a\u0642\u0646\u064a\u0629 \u0646\u0627\u0636\u062c\u0629\u060c \u0625\u0644\u0627 \u0623\u0646 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u062a\u062c\u0644\u0628 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u063a\u064a\u0631 \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0623\u0645\u0646\u064a \u0628\u0634\u0643\u0644 \u0647\u0627\u062f\u0641. \u064a\u0633\u062a\u0643\u0634\u0641 \u0647\u0630\u0627 \u0627\u0644\u0645\u0646\u0634\u0648\u0631 \u0623\u062d\u062f\u062b \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062a\u0648\u0635\u0644 \u0625\u0644\u064a\u0647\u0627 \u0628\u0634\u0623\u0646 \u0623\u062f\u0627\u0621 \u0648\u062f\u0642\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0648\u0645\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u0646\u0633\u062a\u0641\u064a\u062f \u0645\u0646\u0647 \u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0623\u0645\u0646\u064a \u0627\u0644\u062d\u0627\u0644\u064a.   <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-current-state-of-facial-recognition-accuracy\">\u0627\u0644\u0648\u0636\u0639 \u0627\u0644\u062d\u0627\u0644\u064a \u0644\u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647<\/h2>\n\n<p>\u0648\u0635\u0644\u062a \u062f\u0642\u0629 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u0644\u062d\u0648\u0638\u0629 \u0641\u064a \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629. \u0641\u0648\u0641\u0642\u0627\u064b \u0644\u0644\u0645\u0639\u0647\u062f \u0627\u0644\u0648\u0637\u0646\u064a \u0644\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 (NIST)\u060c \u0627\u0644\u0630\u064a \u064a\u064f\u062c\u0631\u064a \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0645\u0646\u062a\u0638\u0645\u0629 \u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 (FRTE)\u060c \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0623\u0641\u0636\u0644 \u0623\u062f\u0627\u0621\u064b \u0627\u0644\u0622\u0646 \u062f\u0642\u0629 \u063a\u064a\u0631 \u0645\u0633\u0628\u0648\u0642\u0629. \u0641\u064a \u0627\u0644\u0638\u0631\u0648\u0641 \u0627\u0644\u0645\u062b\u0644\u0649\u060c \u064a\u0645\u0643\u0646 \u0644\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0623\u0646 \u062a\u062d\u0642\u0642 \u0645\u0639\u062f\u0644\u0627\u062a \u062f\u0642\u0629 \u062a\u062a\u062c\u0627\u0648\u0632 99.5%\u060c \u062d\u064a\u062b \u062a\u0635\u0644 \u0628\u0639\u0636 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642 \u0625\u0644\u0649 <a href=\"https:\/\/photoaid.com\/blog\/facial-recognition-statistics\/\">99.97%<\/a>.  <\/p>\n\n<p>\u0643\u0634\u0641\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0631\u064a\u0647\u0627 \u0627\u0644\u0645\u0639\u0647\u062f \u0627\u0644\u0648\u0637\u0646\u064a \u0644\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0648\u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0623\u0646 45 \u0645\u0646 \u0623\u0635\u0644 105 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0647\u0648\u064a\u0629 \u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627 \u0643\u0627\u0646\u062a \u062f\u0642\u064a\u0642\u0629 \u0628\u0646\u0633\u0628\u0629 \u062a\u0632\u064a\u062f \u0639\u0646 99% \u0639\u0646\u062f \u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0635\u0648\u0631 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629. \u0648\u064a\u0646\u0627\u0641\u0633 \u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0645\u0646 \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0628\u064a\u0648\u0645\u062a\u0631\u064a\u0629 \u0627\u0644\u0631\u0627\u0633\u062e\u0629 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0645\u0639 \u0623\u062f\u0627\u0621 \u064a\u0636\u0627\u0647\u064a \u0623\u062f\u0627\u0621\u064b \u064a\u0636\u0627\u0647\u064a \u0623\u062f\u0627\u0621\u064b \u0631\u0627\u0626\u062f\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0642\u0632\u062d\u064a\u0629 \u0627\u0644\u0639\u064a\u0646 (\u062f\u0642\u0629 99-99.8%) <a href=\"https:\/\/www.securityindustry.org\/2022\/07\/23\/what-science-really-says-about-facial-recognition-accuracy-and-bias-concerns\/\">\u0648\u064a\u062a\u062c\u0627\u0648\u0632<\/a> \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u062d\u0644\u0648\u0644 \u0628\u0635\u0645\u0627\u062a \u0627\u0644\u0623\u0635\u0627\u0628\u0639. <\/p>\n\n<p>\u062a\u0633\u0644\u0637 \u062a\u0642\u0627\u0631\u064a\u0631 NIST \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0627\u0644\u062a\u064a \u0646\u064f\u0634\u0631\u062a \u0641\u064a \u0639\u0627\u0645 2024 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646. \u062a\u062d\u0642\u0642 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0623\u0641\u0636\u0644 \u0623\u062f\u0627\u0621\u064b \u0645\u062b\u0644 NEC \u0648 SenseTime \u0648 Idemia \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0645\u0639\u062f\u0644\u0627\u062a \u062a\u062d\u062f\u064a\u062f \u0647\u0648\u064a\u0629 \u0633\u0644\u0628\u064a\u0629 \u0643\u0627\u0630\u0628\u0629 (FNIR) \u0623\u0642\u0644 \u0645\u0646 0.15% \u0628\u0645\u0639\u062f\u0644 \u062a\u062d\u062f\u064a\u062f \u0647\u0648\u064a\u0629 \u0625\u064a\u062c\u0627\u0628\u064a \u0643\u0627\u0630\u0628 (FPIR) \u064a\u0628\u0644\u063a 0.001\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d <a href=\"https:\/\/idtechwire.com\/nists-latest-frte-report-shows-state-of-the-art\/\">\u0628\u0646\u0633\u0628\u0629 99.85%<\/a> \u0645\u0646 \u0627\u0644\u0648\u0642\u062a. <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-laboratory-excellence-vs-real-world-challenges\">\u0627\u0644\u062a\u0645\u064a\u0632 \u0641\u064a \u0627\u0644\u0645\u062e\u062a\u0628\u0631 \u0645\u0642\u0627\u0628\u0644 \u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/h2>\n\n<p>\u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0645\u0644\u064a\u0629 \u062a\u0638\u0647\u0631 \u0646\u062a\u0627\u0626\u062c \u0645\u0628\u0647\u0631\u0629\u060c \u0625\u0644\u0627 \u0623\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0639\u0644\u0649 \u0623\u0631\u0636 \u0627\u0644\u0648\u0627\u0642\u0639 \u064a\u0645\u062b\u0644 \u0639\u0642\u0628\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629. \u064a\u0634\u064a\u0631 \u0645\u0631\u0643\u0632 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0648\u0627\u0644\u062f\u0648\u0644\u064a\u0629 (CSIS) \u0625\u0644\u0649 \u0623\u0646 \u0627\u0644\u062f\u0642\u0629 \u062a\u0646\u062e\u0641\u0636 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0646\u062f \u0645\u0648\u0627\u062c\u0647\u0629 \u0638\u0631\u0648\u0641 \u062f\u0648\u0646 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u0645\u062b\u0644. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0630\u0627\u062a \u0645\u0639\u062f\u0644 \u062e\u0637\u0623 \u0628\u0646\u0633\u0628\u0629 0.1% \u0639\u0646\u062f \u0645\u0637\u0627\u0628\u0642\u0629 \u0635\u0648\u0631 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0623\u0646 <a href=\"https:\/\/www.csis.org\/blogs\/strategic-technologies-blog\/how-accurate-are-facial-recognition-systems-and-why-does-it\">\u062a\u0631\u062a\u0641\u0639 \u0647\u0630\u0647 \u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 9.3% <\/a>\u0639\u0646\u062f \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0644\u062a\u0642\u0637\u0629 &#8220;\u0641\u064a \u0627\u0644\u0628\u0631\u064a\u0629&#8221;.  <\/p>\n\n<p>\u062a\u0624\u062b\u0631 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0627\u0644\u0625\u0636\u0627\u0621\u0629<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0644\u0625\u0636\u0627\u0621\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0646\u0627\u0633\u0642\u0629 \u0623\u0646 \u062a\u0642\u0644\u0644 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0647\u0648\u064a\u0629<\/li>\n\n\n\n<li><strong>\u0648\u0636\u0639\u064a\u0629 \u0627\u0644\u0648\u062c\u0647 \u0648\u0627\u0644\u0632\u0648\u0627\u064a\u0627<\/strong>: \u062a\u0642\u0644\u0644 \u0627\u0644\u0648\u0636\u0639\u064a\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0623\u0645\u0627\u0645\u064a\u0629 \u0645\u0646 \u062f\u0642\u0629 \u0627\u0644\u0645\u0637\u0627\u0628\u0642\u0629<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0627\u0646\u0633\u062f\u0627\u062f\u0627\u062a<\/strong>: \u062a\u0645\u062b\u0644 \u0627\u0644\u0623\u0642\u0646\u0639\u0629 \u0648\u0627\u0644\u0646\u0638\u0627\u0631\u0627\u062a \u0648\u0623\u063a\u0637\u064a\u0629 \u0627\u0644\u0648\u062c\u0647 \u0627\u0644\u0623\u062e\u0631\u0649 \u062a\u062d\u062f\u064a\u0627\u062a \u0645\u0633\u062a\u0645\u0631\u0629<\/li>\n\n\n\n<li><strong>\u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629<\/strong>: \u062a\u0624\u062f\u064a \u0627\u0644\u0635\u0648\u0631 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062f\u0642\u0629 \u0645\u0646 \u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0623\u0642\u0644 \u0645\u0648\u062b\u0648\u0642\u064a\u0629<\/li>\n<\/ul>\n\n<p>\u062a\u0633\u062a\u0643\u0634\u0641 \u0648\u0631\u0642\u0629 \u0628\u062d\u062b\u064a\u0629 \u0646\u064f\u0634\u0631\u062a \u0641\u064a \u064a\u0646\u0627\u064a\u0631 2025 \u0641\u064a \u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0641\u0636\u0627\u0621 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0648\u062a\u0642\u062a\u0631\u062d \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u0633\u0648\u0644\u0629 \u0643\u062d\u0644 \u0644\u0646\u0645\u0630\u062c\u0629 \u0645\u0644\u0627\u0645\u062d \u0627\u0644\u0648\u062c\u0647 \u0628\u0634\u0643\u0644 \u0647\u0631\u0645\u064a \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0641\u064a \u0638\u0631\u0648\u0641 \u0645\u062a\u0646\u0648\u0639\u0629.<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-innovation-trends-shaping-facial-recognition-in-2025\">\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u062a\u064a \u062a\u0634\u0643\u0644 \u0645\u0644\u0627\u0645\u062d \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0641\u064a \u0639\u0627\u0645 2025<\/h2>\n\n<p>\u064a\u0633\u062a\u0645\u0631 \u0645\u0634\u0647\u062f \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0641\u064a \u0627\u0644\u062a\u0637\u0648\u0631 \u0628\u0633\u0631\u0639\u0629 \u0641\u064a \u0639\u0627\u0645 2025\u060c \u0645\u0639 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0632\u0632 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645:<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-contactless-biometrics\">\u0627\u0644\u0642\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u062a\u0644\u0627\u0645\u0633\u064a\u0629<\/h3>\n\n<p>\u062a\u0643\u062a\u0633\u0628 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u062c\u0631\u0627\u062d\u064a\u0629 \u0627\u0644\u0635\u062f\u064a\u0642\u0629 \u0644\u0644\u0646\u0638\u0627\u0641\u0629 \u0623\u0647\u0645\u064a\u0629 \u0645\u062a\u0632\u0627\u064a\u062f\u0629. \u0644\u0627 \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0623\u064a \u062a\u0641\u0627\u0639\u0644 \u062c\u0633\u062f\u064a\u060c \u062d\u064a\u062b \u062a\u0648\u0641\u0631 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0633\u0644\u0633 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0627\u062a \u0645\u0633\u062d \u0627\u0644\u0648\u062c\u0647 <a href=\"https:\/\/blog.hidglobal.com\/whats-horizon-10-biometric-trends-2025\">\u062f\u0648\u0646 \u062a\u062f\u062e\u0644 \u0628\u0634\u0631\u064a \u0623\u0648 \u0645\u0644\u0627\u0645\u0633\u0629 \u0627\u0644\u062c\u0647\u0627\u0632<\/a>. \u0648\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0641\u0639\u0644\u064a \u0639\u0644\u0649 \u0627\u0644\u0646\u0638\u0627\u0641\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0644\u0627 \u064a\u0632\u0627\u0644 \u0645\u0648\u0636\u0639 \u0646\u0642\u0627\u0634\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u0645\u0646 \u0627\u0644\u0648\u0627\u0636\u062d \u0623\u0646 \u0627\u0644\u062d\u0644\u0648\u0644 \u063a\u064a\u0631 \u0627\u0644\u062a\u0644\u0627\u0645\u0633\u064a\u0629 \u0627\u0643\u062a\u0633\u0628\u062a \u0634\u0639\u0628\u064a\u0629 \u0645\u0646\u0630 \u062c\u0627\u0626\u062d\u0629 2020.  <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-multi-modal-biometric-authentication\">\u0627\u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u0627\u0644\u0628\u064a\u0648\u0645\u062a\u0631\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/h3>\n\n<p>\u0623\u0635\u0628\u062d \u062f\u0645\u062c \u0637\u0631\u0627\u0626\u0642 \u0628\u064a\u0648\u0645\u062a\u0631\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 (\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0648\u0628\u0635\u0645\u0629 \u0627\u0644\u0625\u0635\u0628\u0639 \u0648\u0627\u0644\u0635\u0648\u062a) \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0645\u0635\u0627\u062f\u0642\u0629 \u0648\u0627\u062d\u062f\u0629 \u0645\u0645\u0627\u0631\u0633\u0629 \u0642\u064a\u0627\u0633\u064a\u0629. \u064a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u062d\u062a\u064a\u0627\u0637\u064a\u0629 \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0623\u062d\u062f \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0628\u064a\u0648\u0645\u062a\u0631\u064a\u0629 \u0623\u0648 \u0623\u0643\u062b\u0631 \u063a\u064a\u0631 \u0645\u062a\u0627\u062d \u0623\u0648 \u063a\u064a\u0631 \u0645\u0644\u0627\u0626\u0645 (\u0623\u0642\u0646\u0639\u0629 \u0627\u0644\u0648\u062c\u0647\u060c \u0627\u0644\u0642\u0641\u0627\u0632\u0627\u062a\u060c \u0625\u0644\u062e). <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-ai-powered-advancements\">\u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\n\n<p>\u064a\u0633\u062a\u0645\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u062f\u0641\u0639 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647. \u062a\u0642\u0648\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0648\u062e\u0627\u0635\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 (CNNs) \u0648\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u0633\u0648\u0644\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0628\u062a\u062d\u0644\u064a\u0644 \u0645\u0644\u0627\u0645\u062d \u0627\u0644\u0648\u062c\u0647 \u0628\u062a\u0641\u0627\u0635\u064a\u0644 \u063a\u064a\u0631 \u0645\u0633\u0628\u0648\u0642\u0629. \u062a\u062d\u062f\u062f \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u062d\u062a\u0649 \u0623\u062f\u0642 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0648\u062c\u0647\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0627\u0644\u062f\u0642\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.  <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-liveness-detection-and-anti-spoofing\">\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0648\u0627\u062c\u062f \u0648\u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u0627\u0646\u062a\u062d\u0627\u0644<\/h3>\n\n<p>\u0645\u0639 \u062a\u0642\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u062a\u062a\u0642\u062f\u0645 \u0643\u0630\u0644\u0643 \u0627\u0644\u062a\u062f\u0627\u0628\u064a\u0631 \u0627\u0644\u0645\u0636\u0627\u062f\u0629. \u0641\u0642\u062f <a href=\"https:\/\/www.linkedin.com\/pulse\/facial-recognition-2025-beyond-future-identity-carl-n-gohringer-wqhoe\/\">\u0623\u0635\u0628\u062d\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0648\u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u0627\u0646\u062a\u062d\u0627\u0644 \u0645\u0646 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/a> \u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0627\u0644\u062d\u062f\u064a\u062b\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u064a\u0648\u0645\u062a\u0631\u064a\u0629. <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-market-growth-and-adoption\">\u0646\u0645\u0648 \u0627\u0644\u0633\u0648\u0642 \u0648\u0627\u0639\u062a\u0645\u0627\u062f\u0647<\/h2>\n\n<p>\u064a\u064f\u0638\u0647\u0631 \u0633\u0648\u0642 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0646\u0645\u0648\u064b\u0627 \u0642\u0648\u064a\u064b\u0627. \u0641\u064a \u0639\u0627\u0645 2024\u060c \u0628\u0644\u063a \u062d\u062c\u0645 \u0627\u0644\u0633\u0648\u0642 6.94 \u0645\u0644\u064a\u0627\u0631 \u062f\u0648\u0644\u0627\u0631 \u0648\u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u064a\u062a\u0648\u0633\u0639 \u0625\u0644\u0649 7.92 \u0645\u0644\u064a\u0627\u0631 \u062f\u0648\u0644\u0627\u0631 \u0641\u064a \u0639\u0627\u0645 2025\u060c \u0648\u0647\u0648 \u0645\u0627 \u064a\u0645\u062b\u0644 \u0645\u0639\u062f\u0644 \u0646\u0645\u0648 \u0633\u0646\u0648\u064a \u0628\u0646\u0633\u0628\u0629 14.2%. <\/p>\n\n<p>\u064a\u0639\u0643\u0633 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u0644\u0648\u0627\u0633\u0639 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u0633\u062a\u062e\u062f\u0645 \u0623\u0643\u062b\u0631 \u0645\u0646 176 \u0645\u0644\u064a\u0648\u0646 \u0623\u0645\u0631\u064a\u0643\u064a \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u064f\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647\u060c \u0648\u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 131 \u0645\u0644\u064a\u0648\u0646 \u0623\u0645\u0631\u064a\u0643\u064a \u064a\u0648\u0645\u064a\u064b\u0627<\/li>\n\n\n\n<li>\u062a\u0633\u062a\u062e\u062f\u0645 \u0633\u0628\u0639 \u0645\u0646 \u0643\u0644 \u0639\u0634\u0631 \u062d\u0643\u0648\u0645\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639<\/li>\n\n\n\n<li>68% \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u064a\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0644\u0641\u062a\u062d \u0642\u0641\u0644 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0634\u062e\u0635\u064a\u0629<\/li>\n\n\n\n<li>42% \u064a\u062f\u062e\u0644\u0648\u0646 \u0625\u0644\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0648\u062c\u0647<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\" id=\"h-applications-transforming-industries\">\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u062d\u0648\u064a\u0644\u064a\u0629<\/h2>\n\n<h3 class=\"wp-block-heading\" id=\"h-border-control-and-travel\">\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062d\u062f\u0648\u062f \u0648\u0627\u0644\u0633\u0641\u0631<\/h3>\n\n<p>\u064a\u064f\u062d\u062f\u062b \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u062b\u0648\u0631\u0629 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u062f\u0648\u062f \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u0645. \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629\u060c \u0642\u0627\u0645\u062a \u0647\u064a\u0626\u0629 \u0627\u0644\u062c\u0645\u0627\u0631\u0643 \u0648\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u062d\u062f\u0648\u062f (CBP) \u0628\u0645\u0639\u0627\u0644\u062c\u0629 \u0623\u0643\u062b\u0631 \u0645\u0646 300 \u0645\u0644\u064a\u0648\u0646 \u0645\u0633\u0627\u0641\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0648\u062c\u0647 \u0627\u0644\u0628\u064a\u0648\u0645\u062a\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u0645\u0646\u0639 \u0623\u0643\u062b\u0631 \u0645\u0646 1800 \u0645\u062d\u062a\u0627\u0644 \u0645\u0646 \u062f\u062e\u0648\u0644 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629. \u0648\u064a\u0633\u062a\u0645\u0631 \u0627\u0644\u062a\u062d\u0648\u0644 \u0646\u062d\u0648 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u062f\u0648\u062f \u0628\u062f\u0648\u0646 \u0627\u062d\u062a\u0643\u0627\u0643 \u0641\u064a \u0639\u0627\u0645 2025\u060c \u0645\u0639 \u0648\u062c\u0648\u062f \u0623\u0646\u0638\u0645\u0629 \u0645\u062b\u0644 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0635\u0631\u064a\u062d \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u0644\u0645\u0633\u0627\u0641\u0631\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629 \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0648\u0646\u0638\u0627\u0645 \u0627\u0644\u062f\u062e\u0648\u0644\/\u0627\u0644\u062e\u0631\u0648\u062c \u0641\u064a \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a \u0627\u0644\u0630\u064a \u064a\u062a\u064a\u062d \u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0645\u0633\u0628\u0642 \u0639\u0646 \u0628\u064f\u0639\u062f.  <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-financial-services\">\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629<\/h3>\n\n<p>\u062a\u0637\u0628\u0642 \u0627\u0644\u0628\u0646\u0648\u0643 \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0644\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0622\u0645\u0646 \u0625\u0644\u0649 \u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a. \u0641\u0645\u0639 \u0648\u0635\u0648\u0644 42% \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u0644\u0649 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u0628\u0627\u0644\u0648\u062c\u0647\u060c \u064a\u0633\u062a\u0645\u0631 \u0627\u0644\u0642\u0637\u0627\u0639 \u0641\u064a \u062a\u0628\u0646\u064a \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u0645\u0632\u0627\u064a\u0627\u0647\u0627 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u0642\u0648\u064a\u0629. <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-law-enforcement-and-public-safety\">\u0625\u0646\u0641\u0627\u0630 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0639\u0627\u0645\u0629<\/h3>\n\n<p>\u064a\u0639\u062a\u0642\u062f 78% \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0623\u0646 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u062a\u0632\u064a\u062f \u0645\u0646 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0634\u0631\u0637\u0629 \u0641\u064a \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u064a\u0646 \u0648\u062d\u0644 <a href=\"https:\/\/photoaid.com\/blog\/facial-recognition-statistics\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0627\u0644\u062c\u0631\u0627\u0626\u06451<\/a> \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0641\u064a \u0627\u0644\u0623\u0645\u0627\u0643\u0646 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0627 \u064a\u0632\u0627\u0644 \u0645\u062b\u064a\u0631\u064b\u0627 \u0644\u0644\u062c\u062f\u0644\u060c \u0641\u0625\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u0646\u0627\u0626\u064a \u0628\u0639\u062f \u0648\u0642\u0648\u0639 \u0627\u0644\u062d\u062f\u062b \u064a\u0643\u062a\u0633\u0628 \u0642\u0628\u0648\u0644\u064b\u0627 \u0643\u0623\u062f\u0627\u0629 \u062a\u062d\u0642\u064a\u0642 \u0642\u064a\u0651\u0645\u0629.<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-addressing-key-challenges\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/h2>\n\n<h3 class=\"wp-block-heading\" id=\"h-demographic-fairness\">\u0627\u0644\u0639\u062f\u0627\u0644\u0629 \u0627\u0644\u062f\u064a\u0645\u0648\u063a\u0631\u0627\u0641\u064a\u0629<\/h3>\n\n<p>\u0643\u0634\u0641\u062a \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a NIST \u0623\u0646 \u0628\u0639\u0636 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u064f\u0638\u0647\u0631 \u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0641\u064a \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u064a\u0646 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u062f\u064a\u0645\u0648\u063a\u0631\u0627\u0641\u064a\u0629. \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0641\u062c\u0648\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0633\u0628\u064a\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0643\u0628\u064a\u0631\u0629\u060c \u0625\u0644\u0627 \u0623\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u062a\u062d\u0642\u0642 \u0627\u0644\u0622\u0646 \u062f\u0642\u0629 \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 98 \u064899% \u0639\u0628\u0631 \u0643\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u062f\u064a\u0645\u0648\u063a\u0631\u0627\u0641\u064a\u0629. \u0648\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u062a\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u062d\u062f \u0645\u0646 \u0627\u0644\u062a\u062d\u064a\u0632 \u0641\u064a \u0627\u0644\u0645\u0637\u0627\u0628\u0642\u0629 \u0648\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0634\u0645\u0648\u0644\u064a\u0629\u060c \u062d\u064a\u062b \u0623\u0638\u0647\u0631\u062a \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0639\u062f\u064a\u062f\u0629 \u0627\u0644\u0645\u0627\u0636\u064a\u0629.  <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-privacy-and-ethical-considerations\">\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629<\/h3>\n\n<p>\u0645\u0639 \u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631\u060c \u062a\u0632\u062f\u0627\u062f \u062d\u062f\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a \u0648\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u064a\u0648\u0645\u062a\u0631\u064a\u0629 \u0648\u062a\u062e\u0632\u064a\u0646\u0647\u0627 <a href=\"https:\/\/www.biometricupdate.com\/202501\/facial-recognition-for-borders-and-travel-2025-trends-and-insights\">\u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627<\/a>. \u064a\u0636\u0639 \u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0622\u0646 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629 \u0639\u0644\u0649 \u0645\u0637\u0648\u0631\u064a \u0648\u0645\u0633\u062a\u062e\u062f\u0645\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647.  <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-security-threats\">\u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629<\/h3>\n\n<p>\u064a\u0645\u062b\u0644 \u0638\u0647\u0648\u0631 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u0634\u062e\u0635\u064a\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0627\u0644\u062a\u064a \u064a\u0646\u0634\u0626\u0647\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u062d\u062f\u064a\u0627\u062a \u0645\u062a\u0632\u0627\u064a\u062f\u0629. \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u064b \u0644\u0630\u0644\u0643\u060c \u064a\u062a\u0645 \u0646\u0634\u0631 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u0643\u0634\u0641 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has-text-align-center\" id=\"schedule-a-visit\" style=\"font-size:59px;line-height:1.15\"><strong>\u0627\u062a\u0635\u0644 \u0628\u0646\u0627 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0633\u062a\u0634\u0627\u0631\u0629 \u0645\u062c\u0627\u0646\u064a\u0629<\/strong><\/h2>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-03627597 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-text-align-center wp-element-button\" href=\"https:\/\/andopen.co.kr\/ar\/%d8%a7%d8%aa%d8%b5%d9%84-%d8%a8%d9%86%d8%a7\/\">\u0627\u062a\u0635\u0644 \u0628\u0646\u0627<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0644\u064a\u0633\u062a \u0628\u0627\u0644\u0634\u064a\u0621 \u0627\u0644\u062c\u062f\u064a\u062f. \u0641\u0642\u062f \u062a\u0637\u0648\u0631\u062a \u0641\u064a \u0627\u0644\u0639\u0642\u0648\u062f \u0627\u0644\u0642\u0644\u064a\u0644\u0629 \u0627\u0644\u0645\u0627\u0636\u064a\u0629 \u0645\u0646 \u0645\u0641\u0647\u0648\u0645 \u062e\u064a\u0627\u0644 \u0639\u0644\u0645\u064a \u0625\u0644\u0649 \u062c\u0632\u0621 \u0644\u0627 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":3173,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","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 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