{"id":25129,"date":"2024-04-03T13:43:19","date_gmt":"2024-04-03T05:43:19","guid":{"rendered":"https:\/\/incit.org\/?p=25129"},"modified":"2025-06-13T23:08:00","modified_gmt":"2025-06-13T15:08:00","slug":"data-privacy-and-security-in-sustainable-manufacturing-in-the-age-of-industry-4-0","status":"publish","type":"post","link":"https:\/\/incit.org\/zh_tw\/thought-leadership\/data-privacy-and-security-in-sustainable-manufacturing-in-the-age-of-industry-4-0\/","title":{"rendered":"\u5de5\u696d 4.0 \u6642\u4ee3\u6c38\u7e8c\u88fd\u9020\u4e2d\u7684\u8cc7\u6599\u96b1\u79c1\u8207\u5b89\u5168"},"content":{"rendered":"<p>\u5de5\u696d4.0\u88ab\u5ee3\u6cdb\u8a8d\u70ba\u8d77\u6e90\u65bc2011\u5e74\uff0c\u5982\u4eca\u7d93\u904e\u5341\u591a\u5e74\u7684\u767c\u5c55\uff0c\u88fd\u9020\u696d\u5df2\u7d93\u771f\u6b63\u9032\u5165\u4e86\u6578\u64da\u9a45\u52d5\u7684\u9769\u547d\u4e4b\u4e2d\u3002\u6839\u64da<a href=\"https:\/\/www3.weforum.org\/docs\/WEF_Data_Excellence_Transforming_manufacturing_2021.pdf\" target=\"_blank\" rel=\"noopener\">\u4e16\u754c\u7d93\u6fdf\u8ad6\u58c7<\/a>\u767d\u76ae\u66f8\u6307\u51fa\uff0c\u5de5\u696d 4.0 \u5c07\u6fc0\u52f5\u4f01\u696d\u5728\u4e92\u806f\u50f9\u503c\u7db2\u7d61\u4e2d\u806f\u5408\u8d77\u4f86\uff0c\u5229\u7528\u6578\u64da\u548c\u5206\u6790\u61c9\u7528\u7a0b\u5f0f\u4f86\u63d0\u9ad8\u751f\u7522\u529b\u3001\u57f9\u990a\u65b0\u7684\u5ba2\u6236\u9ad4\u9a57\uff0c\u4e26\u5c0d\u793e\u6703\u548c\u74b0\u5883\u7522\u751f\u91cd\u5927\u5f71\u97ff\u3002<\/p>\n<p>\u5168\u7403\u7522\u696d\u548c\u9ad8\u7d1a\u5ba2\u6236\u9867\u554f Gary Coleman \u8868\u793a\uff0c <a href=\"https:\/\/www.weforum.org\/agenda\/2016\/01\/9-quotes-that-sum-up-the-fourth-industrial-revolution\/#:~:text=%E2%80%9CThe%20Fourth%20Industrial%20Revolution%20is,to%20join%20in%20is%20now.%E2%80%9D&amp;text=%E2%80%9CAny%20skilled%20engineer%20can%20take,of%20any%20connected%20&#039;thing&#039;.\" target=\"_blank\" rel=\"noopener\">\u5fb7\u52e4\u8aee\u8a62<\/a> \u66fe\u8868\u793a\u201c\u7b2c\u56db\u6b21\u5de5\u696d\u9769\u547d\u4ecd\u8655\u65bc\u521d\u671f\u968e\u6bb5\u201d\uff0c\u4f46\u96a8\u8457\u9019\u4e00\u6642\u4ee3\u7684\u9032\u4e00\u6b65\u5c55\u958b\uff0c\u5b83\u5c07\u7e7c\u7e8c\u70ba\u88fd\u9020\u696d\u91cb\u653e\u51fa\u524d\u6240\u672a\u6709\u7684\u5927\u91cf\u6578\u64da\uff0c\u9019\u4e9b\u6578\u64da\u4e5f\u9700\u8981\u5f97\u5230\u7ba1\u7406\u548c\u4fdd\u8b77\u3002\u5168\u7403\u8cc7\u6599\u96b1\u79c1\u8edf\u9ad4\u5e02\u5834\u4e00\u76f4\u5448\u6307\u6578\u7d1a\u589e\u9577\uff0c\u90e8\u5206\u539f\u56e0\u662f\u7269\u806f\u7db2 (IoT) \u5728\u5404\u500b\u9818\u57df\u7684\u61c9\u7528\u3002\u56e0\u6b64\uff0c\u8907\u5408\u5e74\u589e\u9577\u7387 (CAGR) \u5df2\u6210\u719f\u81f3 <a href=\"https:\/\/www.globenewswire.com\/en\/news-release\/2023\/12\/13\/2795220\/0\/en\/With-40-9-CAGR-Data-Privacy-Software-Market-Size-to-Surpass-USD-30-31-Billion-by-2030.html\" target=\"_blank\" rel=\"noopener\">40.9%<\/a>\uff0c\u5f37\u8abf\u4e86\u8cc7\u6599\u96b1\u79c1\u548c\u5b89\u5168\u6027\u5728\u9019\u95dc\u9375\u6642\u523b\u7684\u91cd\u8981\u6027\u3002<\/p>\n<h2>\u88fd\u9020\u696d\u6578\u64da\u9a45\u52d5\u6d41\u7a0b\u7684\u8208\u8d77<\/h2>\n<p>\u5982\u679c\u6578\u5b78\u5bb6\u514b\u840a\u592b\u00b7\u4ea8\u6bd4 (Clive Humby) \u7684\u8aaa\u6cd5\u6b63\u78ba\uff0c\u201c\u6578\u64da\u5c31\u662f\u65b0\u7684\u77f3\u6cb9\u201d\uff0c\u90a3\u9ebc\u88fd\u9020\u5546\u5c31\u5750\u64c1\u8c50\u5bcc\u7684\u4fe1\u606f\uff0c\u53ef\u4ee5\u5229\u7528\u9019\u4e9b\u4fe1\u606f\u505a\u51fa\u95dc\u9375\u6c7a\u7b56\u3002\u7531\u65bc\u6578\u4f4d\u8f49\u578b\u7684\u8208\u8d77\uff0c\u88fd\u9020\u696d\u64c1\u6709\u7684\u6578\u64da\u6bd4\u4ee5\u5f80\u4efb\u4f55\u6642\u5019\u90fd\u591a\uff0c\u6578\u4f4d\u8f49\u578b\u70ba\u88fd\u9020\u696d\u5e36\u4f86\u4e86\u985b\u8986\u6027\u8da8\u52e2\uff0c\u4f8b\u5982\u7269\u806f\u7db2\u3001\u6a5f\u5668\u5b78\u7fd2\u3001\u6578\u64da\u548c\u5206\u6790\u4ee5\u53ca <a href=\"https:\/\/incit.org\/en\/thought-leadership\/hyper-personalisation-in-manufacturing-ushering-the-next-industrial-revolution\/\">\u8d85\u500b\u6027\u5316<\/a>\u3002\u6240\u6709\u5275\u65b0\u6280\u8853\u96d6\u7136\u5177\u6709\u8b8a\u9769\u6027\uff0c\u4f46\u4e5f\u6703\u7522\u751f\u5927\u91cf\u9700\u8981\u5206\u6790\u7684\u6578\u64da\u3002<\/p>\n<p>\u96a8\u8457\u88fd\u9020\u696d\u5c0d\u6578\u64da\u7684\u4f9d\u8cf4\u7a0b\u5ea6\u8d8a\u4f86\u8d8a\u9ad8\uff0c\u5c0d\u8907\u96dc\u7684\u5206\u6790\u5de5\u5177\u548c\u5f37\u5927\u7684\u6578\u64da\u5b89\u5168\u63aa\u65bd\u7684\u9700\u6c42\u4e5f\u5c07\u8d8a\u4f86\u8d8a\u5927\u3002\u5728\u4e00\u9805\u91dd\u5c0d 1,300 \u540d\u88fd\u9020\u696d\u9ad8\u7ba1\u7684\u884c\u696d\u8abf\u67e5\u4e2d\uff0c\u7d04 <a href=\"https:\/\/www.bcg.com\/press\/14january2021-data-driven-operations-key-to-manufacturings-future\" target=\"_blank\" rel=\"noopener\">\u56db\u5206\u4e4b\u4e09<\/a> \u5df2\u7d93\u767c\u73fe\uff0c\u5c0d\u65bc\u4f01\u696d\u4f86\u8aaa\uff0c\u9ad8\u968e\u5206\u6790\u5c0d\u65bc\u5408\u7406\u6c7a\u7b56\u7684\u8981\u6c42\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u91cd\u8981\uff0c\u6bd4\u4e09\u5e74\u524d\u9ad8\u5f97\u591a\u3002\u6b64\u5916\uff0c\u9084\u9700\u8981\u4e00\u652f\u63a5\u53d7\u904e\u6578\u64da\u79d1\u5b78\u3001\u4eba\u5de5\u667a\u6167\u548c\u9ad8\u7d1a\u5206\u6790\u57f9\u8a13\u7684\u719f\u7df4\u52de\u52d5\u529b\u4f86\u5206\u6790\u898b\u89e3\u4e26\u7ba1\u7406\u6578\u64da\u6e67\u5165\u3002<\/p>\n<p>\u70ba\u4e86\u6210\u529f\u63a1\u7528\u6578\u64da\u9a45\u52d5\u6d41\u7a0b\uff0c\u88fd\u9020\u5546\u5fc5\u9808\u514b\u670d\u5e7e\u500b\u969c\u7919\u3002\u6839\u64da<a href=\"https:\/\/hbr.org\/2016\/05\/the-biggest-challenges-of-data-driven-manufacturing\" target=\"_blank\" rel=\"noopener\">\u300a\u54c8\u4f5b\u5546\u696d\u8a55\u8ad6\u300b<\/a>\uff0c\u9019\u4e9b\u963b\u7919\u56e0\u7d20\u5305\u62ec\u6355\u7372\u548c\u5be9\u67e5\u5927\u91cf\u6578\u64da\u3001\u6709\u6548\u76e3\u7763\u4f9b\u61c9\u93c8\u4ee5\u53ca\u5c0e\u822a\u57fa\u65bc\u7db2\u8def\u7684\u6280\u8853\u548c\u751f\u7522\u3002\u5118\u7ba1\u5982\u6b64\uff0c\u6578\u64da\u9a45\u52d5\u88fd\u9020\u7684\u512a\u52e2\uff08\u4f8b\u5982\u63d0\u9ad8\u6548\u7387\u548c\u9ad8\u968e\u6c7a\u7b56\uff09\u4f7f\u5176\u6210\u70ba\u7522\u696d\u672a\u4f86\u767c\u5c55\u7684\u91cd\u8981\u65b9\u6cd5\u3002<\/p>\n<h2>\u6578\u64da\u5982\u4f55\u63a8\u52d5\u667a\u6167\u548c\u6c38\u7e8c\u88fd\u9020\uff1f<\/h2>\n<p>\u5de5\u696d 4.0 \u91cb\u653e\u4e86\u8a31\u591a\u6c38\u7e8c\u767c\u5c55\u7684\u6a5f\u9047\uff0c\u4f46\u5c0d\u65bc\u4e0d\u81f4\u529b\u65bc\u5168\u7403\u74b0\u5883\u3001\u793e\u6703\u548c\u6cbb\u7406 (ESG) \u8a08\u756b\u7684\u88fd\u9020\u5546\u4f86\u8aaa\uff0c\u4e5f\u53ef\u80fd\u9020\u6210\u4e0d\u5229\u5f71\u97ff\u3002\u88fd\u9020\u5546\u9762\u81e8\u8072\u8b7d\u53d7\u640d\u3001\u843d\u5f8c\u65bc\u7af6\u722d\u5c0d\u624b\u6216\u5728\u696d\u754c\u88ab\u6dd8\u6c70\u7684\u98a8\u96aa\u3002\u7136\u800c\uff0c\u900f\u904e\u6578\u4f4d\u8f49\u578b\u7522\u751f\u7684\u667a\u6167\u6578\u64da\uff0c\u88fd\u9020\u696d\u53ef\u4ee5\u64c1\u62b1\u5275\u65b0\u4e26\u958b\u95e2\u65b0\u7684\u6c38\u7e8c\u767c\u5c55\u9053\u8def\u3002<\/p>\n<p>\u6578\u64da\u900f\u904e\u5373\u6642\u76e3\u63a7\u3001\u9810\u6e2c\u6027\u7dad\u8b77\u548c\u6d41\u7a0b\u512a\u5316\u4f86\u5e6b\u52a9\u5be6\u73fe\u667a\u6167\u548c\u6c38\u7e8c\u88fd\u9020\uff0c\u5f9e\u800c\u6700\u5927\u9650\u5ea6\u5730\u6e1b\u5c11\u6d6a\u8cbb\u3001\u63d0\u9ad8\u6548\u7387\u4e26\u6e1b\u5c11\u5c0d\u74b0\u5883\u7684\u5f71\u97ff\u3002\u5982\u679c\u88fd\u9020\u696d\u80fd\u5920\u5229\u7528\u900f\u904e\u6578\u4f4d\u5316\u3001\u5927\u6578\u64da\u548c\u9032\u968e\u5206\u6790\u7372\u5f97\u7684\u5927\u91cf\u6578\u64da\uff0c\u4ed6\u5011\u5c31\u53ef\u4ee5\u958b\u59cb\u652f\u63f4\u6d41\u7a0b\u512a\u5316\u3001\u6e1b\u5c11\u6d6a\u8cbb\uff0c\u4e26\u6700\u7d42\u63a8\u52d5\u6d41\u7a0b\u7684\u53ef\u6301\u7e8c\u6027\u3002\u9019\u4e9b\u53ea\u662f\u88fd\u9020\u5546\u53ef\u4ee5\u7372\u5f97\u7684\u4e00\u4e9b\u597d\u8655\u3002<\/p>\n<h2>\u5229\u7528\u6578\u64da\u5be6\u73fe\u6c38\u7e8c\u88fd\u9020\u7684\u6f5b\u5728\u597d\u8655<\/h2>\n<p>\u6839\u64da\u5168\u7403\u71c8\u5854\u7db2\u7d61\u7b2c\u56db\u6b21\u5de5\u696d\u9ad8\u7ba1\u8abf\u67e5\uff0c\u8d85\u904e\u56db\u5206\u4e4b\u4e09\uff08<a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/operations\/our%20insights\/the%20next%20chapter%20lighthouses%20shape%20the%20fourth%20industrial%20revolution\/svgz-nextchapterlighthouse-ex1.svgz?cq=50&amp;cpy=Center\" target=\"_blank\" rel=\"noopener\">77%<\/a>) \u7684\u53d7\u8a2a\u4e3b\u7ba1\u8868\u793a\uff0c\u6c38\u7e8c\u6027\u3001\u751f\u7522\u529b\u6216\u5f48\u6027\u662f\u4ed6\u5011\u7684\u9996\u8981\u4efb\u52d9\uff0c\u800c\u6578\u64da\u53ef\u4ee5\u4f5c\u70ba\u4e0a\u8ff0\u6240\u6709\u65b9\u9762\u6539\u9032\u7684\u9a45\u52d5\u529b\u3002<\/p>\n<h3>1.\u63d0\u9ad8\u6548\u7387<\/h3>\n<p>\u900f\u904e\u6578\u64da\u5206\u6790\uff0c\u88fd\u9020\u5546\u53ef\u4ee5\u8b58\u5225\u751f\u7522\u904e\u7a0b\u4e2d\u7684\u4f4e\u6548\u7387\u4e26\u89e3\u6c7a\u9019\u4e9b\u554f\u984c\uff0c\u4ee5\u512a\u5316\u8cc7\u6e90\u5229\u7528\u7387\u4e26\u6e1b\u5c11\u6d6a\u8cbb\u3002\u900f\u904e\u88fd\u4f5c <a href=\"https:\/\/incit.org\/en\/thought-leadership\/cutting-edge-data-analytics-why-newer-technologies-alone-cannot-power-the-factory-of-the-future\/\">\u6578\u64da\u5206\u6790<\/a> \u667a\u6167\u5de5\u5ee0\u7684\u53e6\u4e00\u500b\u95dc\u9375\u7279\u5fb5\u662f\uff0c\u6578\u64da\u5c07\u70ba\u71df\u904b\u589e\u52a0\u984d\u5916\u7684\u667a\u6167\u5c64\uff0c\u4ee5\u4fbf\u5feb\u901f\u8b58\u5225\u548c\u4fee\u5fa9\u5dee\u8ddd\uff0c\u540c\u6642\u6539\u5584\u73fe\u6709\u6d41\u7a0b\u3002<\/p>\n<h3>2.\u964d\u4f4e\u6210\u672c<\/h3>\n<p>\u6839\u64da\u7f8e\u570b\u74b0\u4fdd\u7f72 (<a href=\"https:\/\/www.epa.gov\/sustainability\/sustainable-manufacturing\" target=\"_blank\" rel=\"noopener\">\u7f8e\u570b\u74b0\u4fdd\u7f72<\/a>)\uff0c\u81f4\u529b\u65bc\u6c38\u7e8c\u88fd\u9020\u5c07\u63ed\u793a\u6578\u64da\u9a45\u52d5\u7684\u6d1e\u5bdf\u529b\uff0c\u4e26\u53ef\u4ee5\u5e6b\u52a9\u88fd\u9020\u5546\u900f\u904e\u512a\u5316\u80fd\u6e90\u4f7f\u7528\u3001\u6e1b\u5c11\u6d6a\u8cbb\u548c\u63d0\u9ad8\u6d41\u7a0b\u6548\u7387\u4f86\u964d\u4f4e\u8cc7\u6e90\u548c\u751f\u7522\u6210\u672c\u3002<\/p>\n<h3>3. \u63d0\u5347\u7522\u54c1\u548c\u670d\u52d9\u54c1\u8cea<\/h3>\n<p>\u88fd\u9020\u696d\u5927\u81f4\u69cb\u6210 <a href=\"https:\/\/incit.org\/en\/thought-leadership\/whats-in-store-for-2024-5-top-manufacturing-trends-to-watch\/\">\u4e09\u5206\u4e4b\u4e8c<\/a> \u4f54\u4e16\u754c\u6eab\u5ba4\u6c23\u9ad4\u6392\u653e\u7e3d\u91cf\u7684 10%\uff0c\u4f46\u900f\u904e\u5229\u7528\u6578\u64da\u548c\u9ad8\u7d1a\u5206\u6790\uff0c\u88fd\u9020\u5546\u53ef\u4ee5\u63d0\u9ad8\u5176\u7522\u54c1\u548c\u670d\u52d9\u7684\u8cea\u91cf\uff0c\u5f9e\u800c\u6e1b\u5c11\u7f3a\u9677\u548c\u9000\u8ca8\u9020\u6210\u7684\u6d6a\u8cbb\u3002<\/p>\n<h3>4. \u512a\u5316\u50f9\u503c\u93c8<\/h3>\n<p>\u5927\u6578\u64da\u63d0\u4f9b\u4e86\u5927\u91cf\u6a5f\u6703\uff0c\u5305\u62ec\u652f\u63f4\u88fd\u9020\u5546\u589e\u5f37\u548c\u7c21\u5316\u5176\u50f9\u503c\u93c8\u3001\u63d0\u9ad8\u8cc7\u672c\u56de\u5831\u7387\u4ee5\u53ca\u4f7f\u5176\u71df\u904b\u66f4\u52a0\u6c38\u7e8c\u3002\u9ea5\u80af\u932b\u5168\u7403\u7814\u7a76\u6240\u7684\u5206\u6790\u767c\u73fe\uff0c\u5168\u7403\u6709\u4e03\u5927\u6578\u64da\u69d3\u687f <a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/mckinsey%20digital\/our%20insights\/big%20data%20the%20next%20frontier%20for%20innovation\/mgi_big_data_full_report.pdf\" target=\"_blank\" rel=\"noopener\">\u50f9\u503c\u93c8<\/a>\u5982\u4e0b\u5716\u6240\u793a\uff1a<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-35220 size-full\" src=\"https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis.png\" alt=\"\" width=\"847\" height=\"603\" srcset=\"https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis.png 847w, https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis-300x214.png 300w, https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis-768x547.png 768w, https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis-18x12.png 18w\" sizes=\"(max-width: 847px) 100vw, 847px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u5229\u7528\u6578\u64da\u5be6\u73fe\u6c38\u7e8c\u88fd\u9020\u7684\u6311\u6230<\/h2>\n<p>\u6839\u64da <a href=\"https:\/\/hbr.org\/2016\/05\/the-biggest-challenges-of-data-driven-manufacturing\" target=\"_blank\" rel=\"noopener\">\u300a\u54c8\u4f5b\u5546\u696d\u8a55\u8ad6\u300b<\/a>\u6578\u64da\u5be6\u65bd\u63a8\u52d5\u4e86\u5fb7\u570b\u7684\u5de5\u696d 4.0\u3001\u7f8e\u570b\u7684\u7269\u806f\u7db2 (IoT) \u548c\u4e2d\u570b\u7684\u7269\u806f\u7db2 (IoT)\u3002\u6bcf\u500b\u570b\u5bb6\u90fd\u81f4\u529b\u65bc\u5229\u7528\u5927\u6578\u64da\u548c\u5206\u6790\u4f86\u91cd\u5851\u88fd\u9020\u696d\uff0c\u7136\u800c\uff0c\u4e5f\u51fa\u73fe\u4e86\u91cd\u5927\u6311\u6230\uff0c\u5305\u62ec\uff1a<\/p>\n<h3>1. \u6578\u64da\u96c6\u6210<\/h3>\n<p>\u8cc7\u6599\u61c9\u7528\u7684\u6700\u5927\u969c\u7919\u4e4b\u4e00\u5728\u65bc\u5c07\u4f86\u81ea\u5404\u7a2e\u4f86\u6e90\u7684\u7d50\u69cb\u5316\u548c\u975e\u7d50\u69cb\u5316\u8cc7\u6599\u96c6\u6574\u5408\u5230\u6a5f\u5668\u65e5\u8a8c\u3001\u4f01\u696d\u7cfb\u7d71\u548c\u611f\u6e2c\u5668\u4e2d\u3002\u5354\u8abf\u9019\u4e9b\u4e0d\u540c\u7684\u8cc7\u6599\u4f86\u6e90\u4ee5\u4fbf\u9032\u884c\u6709\u6548\u7684\u5206\u6790\u548c\u5229\u7528\u53ef\u80fd\u662f\u4e00\u9805\u8907\u96dc\u7684\u4efb\u52d9\u3002<\/p>\n<h3>2. \u6578\u64da\u54c1\u8cea\u548c\u6e96\u78ba\u6027<\/h3>\n<p>\u60a8\u7684\u80fd\u529b\u53d6\u6c7a\u65bc\u6240\u63d0\u4f9b\u7684\u6578\u64da\uff0c\u70ba\u4e86\u5177\u6709\u76f8\u95dc\u6027\uff0c\u88fd\u9020\u6578\u64da\u5fc5\u9808\u6e96\u78ba\u53ef\u9760\u3002\u7136\u800c\uff0c\u7531\u65bc\u611f\u6e2c\u5668\u932f\u8aa4\u3001\u8cc7\u6599\u7f3a\u5931\u6216\u8cc7\u6599\u6536\u96c6\u65b9\u6cd5\u4e0d\u898f\u7bc4\u7b49\u539f\u56e0\uff0c\u8cc7\u6599\u54c1\u8cea\u901a\u5e38\u5f88\u6a21\u7cca\u3002<\/p>\n<h3>3.\u6578\u64da\u5206\u6790\u6280\u80fd<\/h3>\n<p>\u7f8e\u570b\u52de\u5de5\u7d71\u8a08\u5c40 (BLS) \u9810\u6e2c<a href=\"https:\/\/www.bls.gov\/ooh\/math\/data-scientists.htm#:~:text=Employment%20of%20data%20scientists%20is,on%20average%2C%20over%20the%20decade.\" target=\"_blank\" rel=\"noopener\">36%<\/a>\u5230 2031 \u5e74\uff0c\u8a72\u9818\u57df\u7684\u5c31\u696d\u5c07\u6709\u6240\u589e\u9577\uff0c\u4f46\u5728\u4e00\u4efd\u6578\u64da\u79d1\u5b78\u5831\u544a\u4e2d\uff0c<a href=\"https:\/\/know.anaconda.com\/rs\/387-XNW-688\/images\/ANA_2022SODSReport.pdf\" target=\"_blank\" rel=\"noopener\">63%<\/a>\u7684\u53d7\u8a2a\u8005\u8868\u793a\uff0c\u4ed6\u5011\u5c0d\u8a72\u9818\u57df\u7684\u4eba\u624d\u77ed\u7f3a\u611f\u5230\u6709\u4e9b\u64d4\u6182\u3002\u7531\u65bc\u7f3a\u4e4f\u5408\u683c\u7684\u6578\u64da\u5206\u6790\u5e2b\uff0c\u4e26\u975e\u6bcf\u500b\u88fd\u9020\u5546\u90fd\u6709\u80fd\u529b\u5c07\u5927\u6578\u64da\u6b63\u78ba\u5206\u6790\u70ba\u53ef\u64cd\u4f5c\u7684\u898b\u89e3\u3002<\/p>\n<h3>4. \u8cc7\u6599\u5b89\u5168\u548c\u96b1\u79c1<\/h3>\n<p>\u96a8\u8457\u8cc7\u6599\u6536\u96c6\u7684\u589e\u52a0\uff0c\u8cc7\u6599\u5916\u6d29\u7684\u98a8\u96aa\u4e5f\u96a8\u4e4b\u589e\u52a0\u3002 <a href=\"https:\/\/incit.org\/en\/thought-leadership\/developing-cyber-resilience-in-an-increasingly-interconnected-manufacturing-industry\/\">\u52d2\u7d22\u8edf\u9ad4\u653b\u64ca<\/a>\u3001\u4f86\u81ea\u6c11\u65cf\u570b\u5bb6\u7684\u7db2\u8def\u653b\u64ca\u548c\u5206\u6563\u5f0f\u963b\u65b7\u670d\u52d9 (DDoS) \u653b\u64ca\u90fd\u5728\u589e\u52a0\uff0c\u88fd\u9020\u5546\u5fc5\u9808\u63a1\u53d6\u5f37\u6709\u529b\u7684\u5b89\u5168\u63aa\u65bd\u4f86\u4fdd\u8b77\u654f\u611f\u8cc7\u6599\u3002<\/p>\n<h2>\u88fd\u9020\u696d\u7684\u8cc7\u6599\u6cbb\u7406<\/h2>\n<p>\u5728\u88fd\u9020\u696d\u4e2d\u667a\u6167\u5730\u4f7f\u7528\u8cc7\u6599\u5c07\u6709\u52a9\u65bc\u63a1\u7528\u6c38\u7e8c\u539f\u5247\uff0c\u4f46\u4e5f\u53ef\u4ee5\u5e36\u4f86\u5bf6\u8cb4\u7684\u597d\u8655\uff0c\u4f8b\u5982\u964d\u4f4e\u6210\u672c\u3001\u63d0\u9ad8\u751f\u7522\u529b\u548c\u7b26\u5408 ESG \u539f\u5247\uff0c\u4f46\u524d\u63d0\u662f\u512a\u5148\u8003\u616e\u8cc7\u6599\u6cbb\u7406\u3002\u4e0d\u807d\u653f\u5e9c\u8b66\u544a\u7684\u88fd\u9020\u5546\u5c07\u4ed8\u51fa\u9ad8\u6602\u7684\u4ee3\u50f9\uff0c\u5305\u62ec\u7f70\u6b3e\u3001\u8072\u8b7d\u53d7\u640d\uff0c\u6700\u7d42\u5c0e\u81f4\u4f01\u696d\u5012\u9589\u3002<\/p>\n<p>\u70ba\u4e86\u907f\u514d\u98a8\u96aa\uff0c\u88fd\u9020\u5546\u5fc5\u9808\u64c1\u6709\u5f37\u5927\u7684\u8cc7\u6599\u6cbb\u7406\u57fa\u790e\uff0c\u70ba\u6574\u500b\u4f01\u696d\u7684\u8cc7\u6599\u7ba1\u7406\u5236\u5b9a\u660e\u78ba\u7684\u653f\u7b56\u3001\u7a0b\u5e8f\u548c\u8077\u8cac\u3002<\/p>\n<h2>\u6c38\u7e8c\u88fd\u9020\u4e2d\u8cc7\u6599\u96b1\u79c1\u548c\u5b89\u5168\u7684\u672a\u4f86<\/h2>\n<p>\u88fd\u9020\u696d\u50b3\u7d71\u4e0a<a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/mckinsey%20digital\/our%20insights\/big%20data%20the%20next%20frontier%20for%20innovation\/mgi_big_data_full_report.pdf\" target=\"_blank\" rel=\"noopener\">\u751f\u7522\u529b\u5148\u9a45<\/a>\uff0c\u5982\u4eca\u6b63\u9081\u5165\u5de5\u696d4.0\u6642\u4ee3\uff0c\u9019\u5c07\u7522\u751f\u524d\u6240\u672a\u6709\u7684\u5927\u6578\u64da\u91cf\u548c\u5de8\u5927\u6536\u76ca\u7684\u5e0c\u671b\u3002\u7136\u800c\uff0c\u96a8\u8457\u8a72\u7522\u696d\u64f4\u5c55\u70ba\u5177\u6709\u5ef6\u9577\u7684\u4f9b\u61c9\u93c8\u7684\u5168\u7403\u6027\u6d3b\u52d5\uff0c\u98a8\u96aa\u56e0\u7d20\u4e5f\u96a8\u4e4b\u5347\u7d1a\u3002<\/p>\n<p>\u8cc7\u6599\u96b1\u79c1\u548c\u5b89\u5168\u5c07\u5728\u88fd\u9020\u696d\u8f49\u578b\u4e2d\u767c\u63ee\u95dc\u9375\u4f5c\u7528\uff0c\u5305\u62ec ESG \u50f9\u503c\u89c0\u548c\u6c38\u7e8c\u767c\u5c55\u5be6\u8e10\u548c\u63aa\u65bd\u3002\u5c0d\u6b64\uff0c\u88fd\u9020\u5546\u5fc5\u9808\u53ca\u6642\u6295\u8cc7\u8cc7\u6599\u4fdd\u8b77\u6280\u8853\u4e26\u63a1\u53d6\u524d\u77bb\u6027\u7684\u65b9\u6cd5\uff0c\u56e0\u70ba\u6c38\u7e8c\u88fd\u9020\u7684\u672a\u4f86\u5c07\u7531\u90a3\u4e9b\u80fd\u5920\u9818\u5148\u4e00\u6b65\u4e26\u6709\u6548\u5229\u7528\u5176\u8cc7\u6599\u540c\u6642\u78ba\u4fdd\u5176\u5b89\u5168\u6027\u548c\u96b1\u79c1\u7684\u4eba\u4f86\u8a2d\u8a08\u3002\u8981\u4e86\u89e3\u5982\u4f55\u505a\u5230\u9019\u4e00\u9ede\uff0c\u8acb\u67e5\u627e\u6709\u95dc\u6211\u5011\u4f7f\u547d\u7684\u66f4\u591a\u4fe1\u606f<a href=\"https:\/\/incit.org\/zh_tw\/who-we-are\/\">\u9019\u88e1<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>Industry 4.0 is widely recognised to have originated in 2011, and now, after over ten years, the manufacturing sector is well and truly in the midst of a data-driven revolution. According to a\u202fWorld Economic Forum\u202fwhitepaper, Industry 4.0 will spur enterprises to join forces in interconnected value networks to leverage data and analytics applications to fuel [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":35223,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[92,106,22,27,107],"class_list":["post-25129","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership","tag-cybersecurity","tag-data-privacy","tag-digital-transformation","tag-mainspotlight","tag-security"],"acf":{"topic":"cybersecurity"},"_links":{"self":[{"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/posts\/25129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/comments?post=25129"}],"version-history":[{"count":3,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/posts\/25129\/revisions"}],"predecessor-version":[{"id":37887,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/posts\/25129\/revisions\/37887"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/media\/35223"}],"wp:attachment":[{"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/media?parent=25129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/categories?post=25129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/tags?post=25129"}],"curies":[{"name":"\u53ef\u6fd5\u6027\u7c89\u5291","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}