{"id":25909,"date":"2024-04-21T17:20:22","date_gmt":"2024-04-21T09:20:22","guid":{"rendered":"https:\/\/incit.org\/?p=25909"},"modified":"2025-04-14T21:54:50","modified_gmt":"2025-04-14T13:54:50","slug":"safeguarding-data-in-the-age-of-smart-manufacturing","status":"publish","type":"post","link":"https:\/\/incit.org\/ja\/thought-leadership\/safeguarding-data-in-the-age-of-smart-manufacturing\/","title":{"rendered":"\u30b9\u30de\u30fc\u30c8\u88fd\u9020\u6642\u4ee3\u306e\u30c7\u30fc\u30bf\u4fdd\u8b77"},"content":{"rendered":"<p>\u30b9\u30de\u30fc\u30c8\u88fd\u9020\u3068\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u5de5\u5834\u306e\u69cb\u7bc9\u306e\u6642\u4ee3\u306f\u3001\u88fd\u9020\u696d\u306e\u3042\u308a\u65b9\u3092\u5909\u9769\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u306f\u3001\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u3001\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u3001\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff08IoT\uff09\u3092\u6d3b\u7528\u3057\u305f\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u306e\u6025\u901f\u306a\u5c0e\u5165\u3092\u3082\u305f\u3089\u3057\u3001\u6700\u9069\u5316\u3068\u81ea\u52d5\u5316\u306e\u9032\u5c55\u3068\u3068\u3082\u306b\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u751f\u307f\u51fa\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u65b0\u305f\u306a\u30ec\u30d9\u30eb\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u3001 <a href=\"https:\/\/www.gartner.com\/en\/doc\/789057-3-levers-that-manufacturing-cios-must-pull-to-improve-and-sustain-data-quality\" target=\"_blank\" rel=\"noopener\">\u30ac\u30fc\u30c8\u30ca\u30fc<\/a> 2025\u5e74\u307e\u3067\u306b40%\u4ee5\u4e0a\u306e\u88fd\u9020\u696d\u8005\u304c\u3001\u30c7\u30b8\u30bf\u30eb\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u306e\u9054\u6210\u3068\u30c7\u30fc\u30bf\u5909\u9769\u306e\u53d6\u308a\u7d44\u307f\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306b\u3001\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u54c1\u8cea\uff08DQ\uff09\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u7d71\u5408\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6d41\u5165\u306b\u4f34\u3044\u3001\u88fd\u9020\u696d\u8005\u306f\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3057\u3001\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u300c\u7a4d\u5c64\u9020\u5f62\u3001\u305d\u3057\u3066\u304a\u305d\u3089\u304f\u88fd\u9020\u696d\u5168\u822c\u306b\u304a\u3044\u3066\u3001\u30c7\u30b8\u30bf\u30eb\u5316\u304c\u9032\u3080\u307b\u3069\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3084\u30c7\u30fc\u30bf\u5185\u3067\u306e\u4e0d\u6b63\u884c\u70ba\u306e\u6a5f\u4f1a\u304c\u5897\u3048\u308b\u300d\u3068\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u306e\u5317\u7c73\u62c5\u5f53\u526f\u793e\u9577\u517c\u30bc\u30cd\u30e9\u30eb\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u4e3b\u5f35\u3059\u308b\u3002 <a href=\"https:\/\/www.forbes.com\/sites\/carolynschwaar\/2023\/03\/06\/how-secure-is-your-digital-additive-manufacturing-data\/?sh=619b3bef4ce0\" target=\"_blank\" rel=\"noopener\">\u30d6\u30e9\u30a4\u30a2\u30f3\u30fb\u30af\u30e9\u30c3\u30c1\u30d5\u30a3\u30fc\u30eb\u30c9<\/a>.<\/p>\n<p>\u88fd\u9020\u696d\u304c\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u306e\u63a1\u7528\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u5e02\u5834\u3078\u306e\u9032\u51fa\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u6d3b\u7528\u306b\u3088\u3063\u3066\u5909\u9769\u3059\u308b\u4e2d\u3067\u3001\u696d\u754c\u306f\u6b21\u306e\u6975\u3081\u3066\u91cd\u8981\u306a\u554f\u3044\u306b\u53d6\u308a\u7d44\u307e\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u305d\u308c\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u8981\u7d20\u3060\u3051\u3067\u306a\u304f\u3001\u88fd\u9020\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u304c\u3001\u65b0\u305f\u306b\u51fa\u73fe\u3059\u308b\u30ea\u30b9\u30af\u306b\u5bfe\u3057\u3066\u3069\u306e\u7a0b\u5ea6\u306e\u8106\u5f31\u6027\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u91cf\u306e\u5897\u52a0\u306f\u30c7\u30fc\u30bf\u4fb5\u5bb3\u3084\u8106\u5f31\u6027\u3092\u751f\u3058\u3055\u305b\u308b<\/h2>\n<p>\u30b9\u30de\u30fc\u30c8\u88fd\u9020\u306f\u751f\u7523\u80fd\u529b\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u3001\u52b9\u7387\u6027\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306e\u5411\u4e0a\u306b\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e\u88fd\u9020\u696d\u3067\u306f\u3001\u751f\u7523\u306e\u8a73\u7d30\u306b\u95a2\u3059\u308b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u53ce\u96c6\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u304c\u3001 <a href=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2023\/07\/19\/smart-manufacturing-helps-improve-productivity-part-1-focus-on-recipes-data-collection-and-materials\/?sh=cfacd2b5c80d\" target=\"_blank\" rel=\"noopener\">\u30d5\u30a9\u30fc\u30d6\u30b9<\/a>\u3057\u304b\u3057\u3001\u7523\u696d\u7528IoT\uff08IIoT\uff09\u306a\u3069\u306e\u9769\u65b0\u7684\u306a\u65b0\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u81ea\u52d5\u30fb\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u53ce\u96c6\u3092\u652f\u63f4\u3057\u3001\u7169\u96d1\u306a\u624b\u4f5c\u696d\u306b\u3088\u308b\u5165\u529b\u30d7\u30ed\u30bb\u30b9\u3092\u306a\u304f\u3057\u3001\u30df\u30b9\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u72b6\u6cc1\u306f\u5927\u304d\u304f\u6539\u5584\u3055\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u88fd\u9020\u5b9f\u884c\u30b7\u30b9\u30c6\u30e0\uff08MES\uff09\u306f\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u89e3\u91c8\u3057\u3001ERP\uff08\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30fb\u30ea\u30bd\u30fc\u30b9\u30fb\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\uff09\u306a\u3069\u306e\u30d3\u30b8\u30cd\u30b9\u30ec\u30d9\u30eb\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u3067\u3001\u696d\u52d9\u52b9\u7387\u3068\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/p>\n<p>\u73fe\u5728\u306e\u88fd\u9020\u696d\u3092\u53d6\u308a\u5dfb\u304f\u72b6\u6cc1\u3092\u8e0f\u307e\u3048\u308b\u3068\u3001\u30c7\u30fc\u30bf\u4fb5\u5bb3\u306e\u6700\u3082\u4e00\u822c\u7684\u306a\u539f\u56e0\u306f\u4f55\u3067\u3057\u3087\u3046\u304b\uff1f\u30c7\u30b8\u30bf\u30eb\u7d71\u5408\u306e\u9032\u5c55\u306b\u3088\u308a\u3001\u88fd\u9020\u696d\u52d9\u306b\u4e0d\u53ef\u6b20\u306a\u904b\u7528\u6280\u8853\uff08OT\uff09\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u307e\u3059\u307e\u3059\u591a\u304f\u306e\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8105\u5a01\u306b\u3055\u3089\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30a4\u30f3\u30d5\u30e9\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5e81\uff08CISA\uff09\u306f\u30012019\u5e7410\u6708\u6642\u70b9\u3067100\u4ef6\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u4fb5\u5bb3\u3092\u5831\u544a\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www2.deloitte.com\/us\/en\/pages\/energy-and-resources\/articles\/smart-factory-cybersecurity-manufacturing-industry.html\" target=\"_blank\" rel=\"noopener\">1,200\u4ef6\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8106\u5f31\u6027<\/a> \u591a\u6570\u306e\u30e1\u30fc\u30ab\u30fc\u306e OT \u30b7\u30b9\u30c6\u30e0\u306b\u307e\u305f\u304c\u308b\u30b5\u30a4\u30d0\u30fc \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8105\u5a01\u3068\u3001\u3053\u308c\u3089\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30c7\u30b8\u30bf\u30eb \u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u306e\u62e1\u5927\u306b\u3088\u308a\u3001\u5f37\u529b\u306a\u30b5\u30a4\u30d0\u30fc \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u5fc5\u8981\u6027\u304c\u6025\u52d9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u4fb5\u5bb3\u306e\u7d4c\u6e08\u7684\u5f71\u97ff\u3068\u4e8b\u4f8b<\/h2>\n<p>\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u3001\u305d\u306e\u5371\u967a\u6027\u3086\u3048\u306b\u591a\u304f\u306e\u30ea\u30fc\u30c0\u30fc\u306b\u3068\u3063\u3066\u6700\u512a\u5148\u4e8b\u9805\u3067\u3042\u308a\u3001\u60aa\u610f\u306e\u3042\u308b\u653b\u6483\u304b\u3089\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u3053\u3068\u306f\u3001\u4e16\u754c\u4e2d\u306e\u3042\u3089\u3086\u308b\u30d3\u30b8\u30cd\u30b9\u30bb\u30af\u30bf\u30fc\u306b\u304a\u3044\u3066\u307e\u3059\u307e\u3059\u5927\u304d\u306a\u61f8\u5ff5\u4e8b\u9805\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u88fd\u9020\u696d\u306f\u7279\u306b\u9ad8\u3044\u30ea\u30b9\u30af\u306b\u3055\u3089\u3055\u308c\u3066\u304a\u308a\u3001\u6700\u3082\u591a\u304f\u306e\u4e16\u754c\u7684\u306a\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/www.statista.com\/statistics\/1315805\/cyber-attacks-top-industries-worldwide\/#:~:text=In%202022%2C%20manufacturing%20saw%20the,followed%2C%20with%20around%2019%20percent.\" target=\"_blank\" rel=\"noopener\">\u7d0425\uff05<\/a>).<\/p>\n<p>\u88fd\u9020\u696d\u3092\u542b\u3080\u4e16\u754c\u306e\u7523\u696d\u90e8\u9580\u3067\u306f\u30012023\u5e74\u306b\u30c7\u30fc\u30bf\u4fb5\u5bb3\u306e\u5e73\u5747\u4ef6\u6570\u304c2023\u5e74\u306b\u5927\u5e45\u306b\u5897\u52a0\u3057\u307e\u3057\u305f\u3002 <a href=\"https:\/\/www.statista.com\/statistics\/1374884\/cost-of-industrial-data-breaches-in-worldwide\/#:~:text=In%202023%2C%20the%20average%20cost,million%20U.S.%20dollars%20in%202022.\" target=\"_blank\" rel=\"noopener\">$473\u4e07\u7c73\u30c9\u30eb<\/a>2022\u5e74\u306b\u306f1\u51045\u5343\u4e07\u7c73\u30c9\u30eb\u304b\u3089447\u4e07\u7c73\u30c9\u30eb\u306b\u5897\u52a0\u3059\u308b\u3068\u4e88\u60f3\u3055\u308c\u3066\u3044\u307e\u3059\u3002IBM\u306e\u6700\u8fd1\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u4f01\u696d\u306e\u5b89\u5168\u3092\u5b88\u308b\u305f\u3081\u306b\u3001\u30ea\u30fc\u30c0\u30fc\u306e51%\u304c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6295\u8cc7\u3092\u5897\u3084\u3059\u610f\u5411\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002IBM\u306e\u30c7\u30fc\u30bf\u306b\u3088\u308b\u3068\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3AI\u3068\u81ea\u52d5\u5316\u3092\u7a4d\u6975\u7684\u306b\u5c0e\u5165\u3057\u3066\u3044\u308b\u4f01\u696d\u3068\u305d\u3046\u3067\u306a\u3044\u4f01\u696d\u306e\u5e73\u5747\u7bc0\u7d04\u984d\u306f\u30011\u51045\u5343\u4e07\u7c73\u30c9\u30eb\u304b\u3089176\u4e07\u7c73\u30c9\u30eb\u306b\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u69cb\u7bc9\u306e\u6210\u529f\u624b\u9806<\/h2>\n<p>\u3042\u308b <a href=\"https:\/\/www2.deloitte.com\/us\/en\/pages\/energy-and-resources\/articles\/smart-factory-cybersecurity-manufacturing-industry.html\" target=\"_blank\" rel=\"noopener\">\u30c7\u30ed\u30a4\u30c8\u30ec\u30dd\u30fc\u30c8<\/a>\u7d44\u7e54\u306f\u3001\u5805\u7262\u304b\u3064\u52b9\u7387\u7684\u306a\u88fd\u9020\u696d\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u6b21\u306e\u624b\u9806\u3092\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li><strong>\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u30d7\u30ed\u30bb\u30b9\u3068\u6210\u719f\u5ea6\u3092\u8a55\u4fa1\u3059\u308b<\/strong>: \u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6210\u719f\u5ea6\u8a55\u4fa1\u304c\u5b8c\u4e86\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8349\u6848\u3092\u4f5c\u6210\u3059\u308b<\/strong>: OT \u3092\u8003\u616e\u3057\u305f\u6b63\u5f0f\u306a\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30ac\u30d0\u30ca\u30f3\u30b9\u8a2d\u8a08\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u6d3b\u52d5\u306e\u512a\u5148\u9806\u4f4d\u3092\u6c7a\u3081\u308b<\/strong>: \u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u5f37\u5316\u3059\u308b\u6700\u3082\u91cd\u8981\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u30e9\u30f3\u30af\u4ed8\u3051\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u5b8c\u5168\u306b\u7d44\u307f\u8fbc\u307e\u308c\u308b\u3079\u304d\u3067\u3042\u308b<\/strong>: \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<h2>\u5230\u6765\u3059\u308b\u88fd\u9020\u696d\u30e1\u30bf\u30d0\u30fc\u30b9\u306b\u5099\u3048\u308b<\/h2>\n<p>\u30e1\u30bf\u30d0\u30fc\u30b9\u306f\u96e3\u89e3\u306a\u672a\u6765\u7528\u8a9e\u306e\u3088\u3046\u306b\u805e\u3053\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u88fd\u9020\u696d\u306f\u3042\u3089\u3086\u308b\u89b3\u70b9\u304b\u3089\u898b\u3066\u3001\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30fb\u30e1\u30bf\u30d0\u30fc\u30b9\u306e\u5b9f\u88c5\u306b\u6700\u9069\u3067\u3059\u3002\u30e1\u30bf\u30d0\u30fc\u30b9\u306e\u9769\u65b0\u7684\u306a\u30c7\u30b8\u30bf\u30eb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u30b9\u30de\u30fc\u30c8\u88fd\u9020\u30d7\u30ed\u30bb\u30b9\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u305f\u3081\u306e\u5b89\u5168\u306a\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u30fb\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u7279\u5fb4\u3068\u3057\u3066\u304a\u308a\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u6280\u8853\u3084\u5206\u6563\u578b\u30c7\u30fc\u30bf\u7ba1\u7406\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u8105\u5a01\u306b\u3055\u3089\u3059\u3053\u3068\u306a\u304f\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u6700\u8fd1\u306e\u8abf\u67fb\u3067\u306f\u300170%\u4ee5\u4e0a\u306e\u7d4c\u55b6\u5e79\u90e8\u304c <a href=\"https:\/\/www2.deloitte.com\/us\/en\/insights\/industry\/manufacturing\/industrial-metaverse-applications-smart-factory.html\" target=\"_blank\" rel=\"noopener\">\u30c7\u30ed\u30a4\u30c8\u306e\u8abf\u67fb<\/a> \u4eca\u5f8c5\u5e74\u9593\u3067\u3001\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30fb\u30e1\u30bf\u30d0\u30fc\u30b9\u306e\u5c0e\u5165\u7387\u304c\u5897\u52a0\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u56de\u7b54\u8005\u306e4\u5206\u306e3\u4ee5\u4e0a\uff0880%\uff09\u304c\u3001\u30e1\u30bf\u30d0\u30fc\u30b9\u304c\u8a2d\u8a08\u3001\u7814\u7a76\u958b\u767a\uff08R&amp;D\uff09\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u6c38\u4e45\u306b\u5909\u3048\u3001\u65b0\u305f\u306a\u88fd\u54c1\u6226\u7565\u306e\u5c0e\u5165\u3092\u4fc3\u9032\u3059\u308b\u3068\u78ba\u4fe1\u3057\u3066\u3044\u308b\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2>\u56de\u5fa9\u529b\u306e\u3042\u308b\u30b9\u30de\u30fc\u30c8\u88fd\u9020\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9<\/h2>\n<p>\u65b0\u8208\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u65b0\u3057\u3044\u30c7\u30b8\u30bf\u30eb \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5c0e\u5165\u3092\u8d85\u3048\u3066\u3001\u30e1\u30fc\u30ab\u30fc\u306f\u3001\u7279\u306b\u5b89\u5168\u306a IT (\u60c5\u5831\u6280\u8853) \u30c1\u30fc\u30e0\u3068 OT (\u904b\u7528\u6280\u8853) \u30c1\u30fc\u30e0\u306b\u304a\u3044\u3066\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u6587\u5316\u3092\u69cb\u7bc9\u3057\u3001\u80b2\u6210\u3059\u308b\u8cac\u4efb\u3092\u8ca0\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u53f0\u982d\u3068\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff08IoT\uff09\u306e\u666e\u53ca\u306b\u4f34\u3044\u3001IT\u3068OT\u306e\u53d6\u308a\u7d44\u307f\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5b9f\u88c5\u3092\u901a\u3058\u3066\u878d\u5408\u3059\u308b\u3053\u3068\u304c\u591a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u878d\u5408\u306b\u3088\u308a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u52b9\u7387\u5316\u3055\u308c\u3001\u30b3\u30b9\u30c8\u304c\u524a\u6e1b\u3055\u308c\u308b\u4e00\u65b9\u3067\u3001\u65b0\u305f\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3082\u751f\u3058\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u8907\u96d1\u3055\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u3001\u4f01\u696d\u306fIT\u3068OT\u304c\u8abf\u548c\u306e\u3068\u308c\u305f\u9023\u643a\u3092\u4fdd\u3061\u3001\u9078\u629e\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u52b9\u7387\u6027\u306e\u5411\u4e0a\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u3068\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u4fdd\u8b77\u306e\u672a\u6765<\/h2>\n<p>\u88fd\u9020\u696d\u306f\u5909\u5316\u306e\u702c\u6238\u969b\u306b\u7acb\u3063\u3066\u304a\u308a\u3001\u4eca\u65e5\u306e\u610f\u601d\u6c7a\u5b9a\u306f\u5c06\u6765\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u305f\u3081\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f2024\u5e74\u4ee5\u964d\u3001\u6700\u5927\u306e\u8ab2\u984c\u3068\u512a\u5148\u4e8b\u9805\u306e\u4e00\u3064\u3068\u306a\u308a\u307e\u3059\u3002\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u81a8\u5927\u306a\u30ea\u30b9\u30af\u306b\u5bfe\u6297\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u4fdd\u8b77\u306f\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u91cd\u8981\u306b\u306a\u3063\u3066\u304a\u308a\u3001\u88fd\u9020\u696d\u304c\u8b1b\u3058\u308b\u6226\u7565\u306f\u5305\u62ec\u7684\u304b\u3064\u591a\u9762\u7684\u306a\u3082\u306e\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u304c\u9032\u5316\u3092\u7d9a\u3051\u308b\u4e2d\u3001\u88fd\u9020\u696d\u8005\u306f\u751f\u7523\u6027\u5411\u4e0a\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u3068\u3001\u5b89\u5168\u6027\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306b\u3088\u308b\u30c7\u30fc\u30bf\u4fdd\u8b77\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u771f\u306b\u9769\u65b0\u7684\u3067\u6301\u7d9a\u53ef\u80fd\u306a\u88fd\u9020\u696d\u8005\u3078\u3068\u767a\u5c55\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u304c\u30ea\u30fc\u30c0\u30fc\u306b\u3068\u3063\u3066\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u4e0a\u3067\u5f79\u7acb\u3061\u307e\u3059\u304c\u3001 <a href=\"https:\/\/incit.org\/en\/services\/cosiri\/\">\u6d88\u8cbb\u8005\u30b5\u30b9\u30c6\u30ca\u30d3\u30ea\u30c6\u30a3\u7523\u696d\u6e96\u5099\u6307\u6570\uff08COSIRI\uff09<\/a>\u306f\u3001\u5358\u306a\u308b\u8cc7\u7523\u3067\u306f\u306a\u304f\u3001\u74b0\u5883\u3001\u793e\u4f1a\u3001\u30ac\u30d0\u30ca\u30f3\u30b9 (ESG) \u3078\u306e\u53d6\u308a\u7d44\u307f\u3092\u52a0\u901f\u3059\u308b\u305f\u3081\u306e\u6d1e\u5bdf\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>The era of smart manufacturing and building intelligent factories is transforming manufacturing as we know it. Industry 4.0 has brought on the swift adoption of powerful tools aided by artificial intelligence (AI), machine learning (ML), and the Internet of Things (IoT), which has resulted in greater optimisation, and automation but also a large amount of data. To address the management of this new level of data, Gartner has indicated that 40 per cent or more of manufacturers will integrate modern data quality (DQ) solutions to aid their digital business goals and their data transformation journey by 2025. With the influx of data, however, manufacturers must ensure that risks are mitigated [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":35218,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[109,110,103,44],"class_list":["post-25909","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership","tag-artificial-intelligence","tag-safeguard","tag-smart-manufacturing","tag-spotlight"],"acf":{"topic":"cybersecurity"},"_links":{"self":[{"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/posts\/25909","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/comments?post=25909"}],"version-history":[{"count":1,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/posts\/25909\/revisions"}],"predecessor-version":[{"id":35219,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/posts\/25909\/revisions\/35219"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/media\/35218"}],"wp:attachment":[{"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/media?parent=25909"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/categories?post=25909"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/tags?post=25909"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}