{"id":968,"date":"2021-03-12T14:42:15","date_gmt":"2021-03-12T06:42:15","guid":{"rendered":"https:\/\/blog.billows.com.tw\/?p=968"},"modified":"2021-03-12T14:42:15","modified_gmt":"2021-03-12T06:42:15","slug":"%e4%b8%ad%e5%9c%8b%e5%a4%a7%e5%ad%b8%e6%98%af%e5%9f%b9%e9%a4%8a%e9%a7%ad%e5%ae%a2%e7%9a%84%e6%ba%ab%e5%ba%8a-%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e5%92%8c%e6%a9%9f%e5%99%a8%e5%ad%b8%e7%bf%92","status":"publish","type":"post","link":"https:\/\/blog.billows.com.tw\/?p=968","title":{"rendered":"\u4e2d\u570b\u5927\u5b78\u662f\u57f9\u990a\u99ed\u5ba2\u7684\u6eab\u5e8a?! \u4eba\u5de5\u667a\u6167\u548c\u6a5f\u5668\u5b78\u7fd2\u6050\u6210APT\u653b\u64ca\u7684\u5229\u5668\u2694\ufe0f\u2694\ufe0f\u2694\ufe0f"},"content":{"rendered":"\n<p>\u784f\u7a76\u767c\u73fe\u81f3\u5c11\u516d\u9593\u4e2d\u570b\u5927\u5b78\u8207APT\u99ed\u5ba2\u7d44\u7e54\u6709\u95dc\u806f\uff0c\u5229\u7528\u5927\u5b78\u8ab2\u7a0b\u7814\u7a76\u958b\u767c\u4eba\u5de5\u667a\u6167(Artificial Intelligence, AI)\u548c\u6a5f\u5668\u5b78\u7fd2(Machine learning, ML)\u6280\u8853\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b78\uff0c\u54c8\u723e\u6ff1\u5de5\u696d\u5927\u5b78\uff0c\u6d77\u5357\u5927\u5b78\u7b49\u7d1b\u7d1b\u4e0a\u699c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"796\" height=\"682\" src=\"https:\/\/blog.billows.com.tw\/wp-content\/uploads\/2021\/03\/APT-unis.png\" alt=\"\" class=\"wp-image-969\" srcset=\"https:\/\/blog.billows.com.tw\/wp-content\/uploads\/2021\/03\/APT-unis.png 796w, https:\/\/blog.billows.com.tw\/wp-content\/uploads\/2021\/03\/APT-unis-300x257.png 300w, https:\/\/blog.billows.com.tw\/wp-content\/uploads\/2021\/03\/APT-unis-768x658.png 768w\" sizes=\"auto, (max-width: 796px) 100vw, 796px\" \/><figcaption>Credit to : CSET<\/figcaption><\/figure>\n\n\n\n<p>\u55ac\u6cbb\u57ce\u5927\u5b78\uff08Georgetown University\uff09\u7684\u5b89\u5168\u548c\u65b0\u8208\u6280\u8853\u4e2d\u5fc3(CSET)\u5728\u4e00\u7bc7\u540d\u70ba\u201cAcademics, AI, and APTs,\u201d\u7684\u7814\u7a76\u5831\u544a\u4e2d\u8b66\u544a\u8aaa\uff0c\u4e00\u4e9b\u4e2d\u570b\u5927\u5b78\u4e2d\u9032\u884c\u7684\u7814\u7a76\u5f88\u53ef\u80fd\u5f88\u5feb\u6703\u88ab\u7d0d\u5165\u4e2d\u570b\u653f\u5e9c\u8cc7\u52a9\u99ed\u5ba2\u7d44\u7e54(APTs)\u6240\u4f7f\u7528\u7684\u6280\u8853\u4e2d\u3002\u9019\u4e9b\u5927\u5b78\u904e\u53bb\u8207\u4e2d\u570b\u99ed\u5ba2\u5718\u9ad4\u6709\u806f\u7e6b\uff0c\u4e26\u7d93\u5e38\u5f9e\u6559\u8077\u54e1\u6216\u5b78\u751f\u4e2d\u62db\u52df\u99ed\u5ba2\u3002<\/p>\n\n\n\n<p>Academics, AI, and APTs\u7684\u4f5c\u8005Dakota Cary\u8868\u793a\uff1a\u9019\u4e9b\u5408\u4f5c\u95dc\u4fc2\u672c\u8eab\u5c31\u662f\u8ecd\u6c11\u878d\u5408(military-civil fusion)\u7684\u6848\u4f8b\uff0c\u5141\u8a31\u570b\u5bb6\u8cc7\u52a9\u7684\u99ed\u5ba2\u8fc5\u901f\u5c07\u7814\u7a76\u5f9e\u5be6\u9a57\u5ba4\u8f49\u79fb\u5230\u5be6\u6230\u73fe\u5834\u3002<\/p>\n\n\n\n<p>\u5831\u544a\u4e2d\u7814\u7a76\u7684\u516d\u6240\u5927\u5b78\u5305\u62ec\u6d77\u5357\u5927\u5b78\uff0c\u6771\u5357\u5927\u5b78(\u6c5f\u8607\u7701)\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b78\uff0c\u897f\u5b89\u96fb\u5b50\u79d1\u6280\u5927\u5b78\uff0c\u6d59\u6c5f\u5927\u5b78\u548c\u54c8\u723e\u6ff1\u5de5\u696d\u5927\u5b78\u3002<\/p>\n\n\n\n<p><strong><u>\u6d77\u5357\u5927\u5b78<\/u><\/strong><\/p>\n\n\n\n<p>\u8207APT 40\u6709\u95dc\u806f\uff1a \u6d77\u5357\u5927\u5b78\u50f1\u7528\u7684\u6559\u6388\u8207<a href=\"https:\/\/malpedia.caad.fkie.fraunhofer.de\/actor\/leviathan\">APT 40<\/a>\u4e3b\u5c0e\u4e86\u4e00\u57f8\u7684\u7db2\u8def\u6230\u5f79\uff0c\u6709\u8cc7\u5b89\u754c\u6df1\u5589\u56a8\u4e4b\u7a31\u7684<a href=\"https:\/\/intrusiontruth.wordpress.com\/2020\/01\/16\/apt40-is-run-by-the-hainan-department-of-the-chinese-ministry-of-state-security\/\">Intrusion Truth<\/a>\u63ed\u9732\u4e26\u63cf\u8ff0APT 40\u52b9\u529b\u65bc\u6d77\u5357\u7701\u570b\u5b89\u5c40 (Hainan Bureau of the MSS)\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\u7684AI \/ ML\u7814\u7a76\uff1a \u4f7f\u7528\u95dc\u65bc\u6a5f\u5668\u5b78\u7fd2\u4e2d\u7684\u6574\u9ad4\u5b78\u7fd2(Ensemble Learning)\u4f86\u5efa\u7acb\u7528\u65bc\u5206\u6563\u5f0f\u963b\u65b7\u670d\u52d9\u653b\u64ca(DDoS)\u7684\u9810\u8b66\u7cfb\u7d71\u7684\u7814\u7a76\u3002<\/p>\n\n\n\n<p><strong><u>\u6771\u5357\u5927\u5b78<\/u><\/strong><\/p>\n\n\n\n<p>\u8207Deep Panda\u6709\u95dc\u806f\uff1a2014\u5e74\u6771\u5357\u5927\u5b78\u4e00\u4f4d\u6559\u6388\u548c\u4e00\u5bb6\u8207\u4e2d\u570b\u570b\u5b89\u5c40\u7c3d\u7d04\u7684\u77e5\u540d\u7684\u8cc7\u5b89\u516c\u53f8\u8209\u8fa6\u4e86\u99ed\u5ba2\u7af6\u8cfd\uff0c\u70ba\u99ed\u5ba2\u653b\u64ca\u5728\u7f8e\u570b\u63d0\u4f9b\u4e86\u7684\u771f\u5be6\u76ee\u6a19\u3002<\/p>\n\n\n\n<p>\u8a72\u7af6\u8cfd\u4e2d\u4f7f\u7528\u7684\u60e1\u610f\u8edf\u9ad4\u4e5f\u662f<a href=\"https:\/\/malpedia.caad.fkie.fraunhofer.de\/actor\/shell_crew\">Deep Panda<\/a>\u57282015\u5e74\u7528\u65bcAnthem\u906d\u99ed\u5ba2\u5165\u4fb5\u5c0e\u81f4\u5927\u91cf\u7528\u6236\u500b\u8cc7\u5916\u6d29\u4e8b\u4ef6\u4e2d\u3002\u8a72\u5927\u5b78\u9084\u591a\u6b21\u7372\u5f97\u4e86\u4e2d\u570b\u653f\u5e9c\u6709\u8cc7\u8a0a\u9805\u76ee\u7684\u591a\u6b21\u8cc7\u52a9\u3002\u6771\u5357\u5927\u5b78\u9084\u7d93\u5e38\u901a\u904e\u62db\u652c\u8207\u8cc7\u5b89\u6709\u95dc\u7684\u8077\u4f4d\u6216\u784f\u7a76\u8077\u4f4d\uff0c\u5728\u5176\u7db2\u7ad9\u4e0a\u6a19\u699c\u5176\u6210\u5c31\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\u7684AI \/ ML\u7814\u7a76\uff1a \u5728\u5927\u5b78\u9032\u884c\u7684AI \/ ML\u7814\u7a76\u4e3b\u8981\u96c6\u4e2d\u5728\u9632\u79a6\u6280\u8853\u4e0a\u3002\u9019\u4f4d\u66fe\u65bc2014\u5e74\u8209\u8fa6\u99ed\u5ba2\u5927\u8cfd\u7684\u6559\u6388\u76ee\u524d\u6b63\u5728\u7a4d\u6975\u7814\u7a76\u5982\u4f55\u4f7f\u7528\u6a5f\u5668\u5b78\u7fd2\u9032\u884c\u7570\u5e38\u6aa2\u6e2c-\u4e00\u7a2e\u5c0b\u627e\u7db2\u8def\u884c\u70ba\u7570\u5e38\u6a21\u5f0f\u7684\u6280\u8853\u3002\u4ed6\u9084\u662f\u4e09\u500b\u7528\u65bc\u8cc7\u8a0a\u5b89\u5168\u7814\u7a76\u8a08\u5283\u7684\u79d8\u5bc6\u8cc7\u52a9\u5c0d\u8c61\u3002\u6839\u64da\u5927\u5b78\u7db2\u7ad9\u5176\u4ed6\u6559\u6388\u4e5f\u5728\u4e2d\u4f7f\u7528AI\u7cfb\u7d71\u9032\u884c\u5404\u81ea\u7684\u7db2\u8def\u5b89\u5168\u7814\u7a76\u3002<\/p>\n\n\n\n<p><strong><u>\u4e0a\u6d77\u4ea4\u901a\u5927\u5b78<\/u><\/strong><\/p>\n\n\n\n<p>\u8207APT1\u6709\u95dc\u806f\uff1a <a href=\"https:\/\/perma.cc\/9TA6-C8VV\">\u65b0\u805e\u5831\u5c0e<\/a>\u5c07\u5927\u5b78\u54e1\u5de5\u8207APT1\uff08\u53c8\u7a31\u4e2d\u570b\u4eba\u6c11\u89e3\u653e\u8ecd61398\u90e8\u968a\uff09\u9032\u884c\u7684\u99ed\u5ba2\u653b\u64ca\u806f\u7e6b\u8d77\u4f86 \u3002\u5927\u5b78\u6559\u8077\u54e1\u9084\u8207<a href=\"https:\/\/malpedia.caad.fkie.fraunhofer.de\/actor\/comment_crew\">APT1<\/a>\u6210\u54e1\u4e00\u8d77\u767c\u8868\u4e86\u7814\u7a76\u8ad6\u6587\u3002\u4e0a\u6d77\u4ea4\u901a\u5927\u5b78\u8cc7\u8a0a\u5b89\u5168\u5de5\u5b78\u9662\u4e5f\u4f4d\u65bc\u4e00\u500b\u8ecd\u4e8b\u57fa\u5730\uff0cAPT1\u99ed\u5ba2\u9084\u4f7f\u7528\u4ea4\u901a\u5927\u5b78\u96fb\u5b50\u90f5\u4ef6\u5730\u5740\u8a3b\u518a\u4e86\u7db2\u99ed\u57fa\u790e\u8a2d\u65bd\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\u7684AI \/ ML\u7814\u7a76\uff1a\u4e0a\u6d77\u4ea4\u901a\u5927\u5b78\u5728\u9032\u653b\u7db2\u8def\u5b89\u5168\u65b9\u9762\u9032\u884c\u5927\u91cf\u7814\u7a76\uff0c\u5927\u591a\u6578AI \/ ML\u7814\u7a76\u90fd\u662f\u70ba\u4e86\u5728\u7db2\u8def\u5b89\u5168\u4e2d\u4f7f\u7528\u9632\u79a6\u6027AI\/ML\u6280\u8853\uff0c\u4f8b\u5982\u8b58\u5225\u60e1\u610fURL\uff0c\u6aa2\u67e5Web\u6d41\u91cf\u4ee5\u8b58\u5225\u6bad\u5c4d\u7db2\u8def\uff0c\u6b78\u56e0\u65bc\u67d0\u985e\u578b\u7684DDOS\u653b\u64ca\u4ee5\u53ca\u4e00\u9023\u4e32\u7684\u5c08\u7528\u5165\u4fb5\u6aa2\u6e2c\u7cfb\u7d71\u3002\u540c\u6642\u4e5f\u9032\u884c\u91dd\u5c0dML \/ AI\u7684\u9032\u653b\u6027\u4f7f\u7528\u7684\u7814\u7a76\uff0c\u4f8b\u5982\u4f7f\u7528ML\u6aa2\u6e2c\u8edf\u9ad4\u6f0f\u6d1e\uff0c\u6aa2\u6e2cTor\u6d41\u91cf\u4ee5\u53ca\u63d0\u9ad8\u5bc6\u78bc\u731c\u6e2c\u653b\u64ca\u7684\u6e96\u78ba\u6027\u3002\u6b64\u5916\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b78\u6559\u6388\u64b0\u5beb\u7684\u8207AI\u6709\u95dc\u7684\u6587\u7ae0\u4e5f\u51fa\u73fe\u5728\u4e2d\u570b\u570b\u5b89\u90e8\u671f\u520a\u4e2d\u3002<\/p>\n\n\n\n<p><strong><u>\u897f\u5b89\u96fb\u5b50\u79d1\u6280\u5927\u5b78<\/u><\/strong><\/p>\n\n\n\n<p>\u8207APT3\u6709\u95dc\u806f\uff1a \u4e2d\u570b\u570b\u5b89\u90e8\u7b2c\u5341\u4e09\u5c40\u7684\u4e00\u500b\u90e8\u9580\u548cAPT3\u7684\u7ba1\u7406\u7d44\u7e54\u5ee3\u6771\u7701\u4fe1\u606f\u5b89\u5168\u6e2c\u8a55\u4e2d\u5fc3\u65bc2017\u5e74\u958b\u59cb\u8207\u897f\u5b89\u96fb\u5b50\u79d1\u6280\u5927\u5b78\u5408\u4f5c\uff0c\u63d0\u4f9b\u7531\u7db2\u8def\u548c\u8cc7\u8a0a\u5b89\u5168\u5b78\u9662\u806f\u5408\u7ba1\u7406\u7684\u7814\u7a76\u751f\u8ab2\u7a0b\u3002\u64da\u7a31\uff0c\u5728\u8a72\u8a08\u5283\u4e2d\uff0c\u897f\u5b89\u96fb\u5b50\u79d1\u6280\u5927\u5b78\u7684\u5b78\u751f\u8207\u4e2d\u570b\u570b\u5b89\u90e8\u54e1\u5de5\u914d\u5c0d\uff0c\u63a5\u53d7\u4e86\u64cd\u4f5c\u57f9\u8a13\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\u7684AI \/ ML\u7814\u7a76\uff1a \u897f\u5b89\u96fb\u5b50\u79d1\u6280\u5927\u5b78\u7684\u5169\u4f4d\u6559\u6388\u8072\u7a31\u70ba\u4e2d\u570b\u8cc7\u5b89\u670d\u52d9\u7684\u6240\u5c6c\u55ae\u4f4d\uff0c\u9032\u884cAI\u548c\u7db2\u8def\u5b89\u5168\u65b9\u9762\u7684\u7814\u7a76\u3002\u5728\u6700\u8fd1\u7684\u7814\u7a76\u4e2d\uff0c\u4ed6\u5011\u5c08\u6ce8\u65bc\u4f7f\u7528AI \/ ML\u9032\u884c\u8cc7\u6599\u63a2\u52d8\uff0c\u6f0f\u6d1e\u767c\u73fe\u548c\u5229\u7528\u4ee5\u53ca\u8edf\u9ad4\u6f0f\u6d1e\u7684\u81ea\u52d5\u4fee\u88dc\u3002\u9019\u9805\u5de5\u4f5c\u7684\u7d50\u8ad6\u662fAI \/ ML\u6700\u9069\u5408\u8b58\u5225\u8edf\u9ad4\u6f0f\u6d1e\uff0c\u5176\u4e2d\u4e00\u4f4d\u6559\u6388\u751a\u81f3\u5411\u4e2d\u570b\u570b\u5bb6\u6f0f\u6d1e\u6578\u64da\u5eab\u63d0\u4ea4\u4e8620\u500b\u6f0f\u6d1e\u3002<\/p>\n\n\n\n<p><strong><strong><u>\u6d59\u6c5f\u5927\u5b78<\/u><\/strong><\/strong><\/p>\n\n\n\n<p>\u8207\u4e2d\u570b\u570b\u5b89\u90e8\uff08APT1\uff09\u6709\u95dc\u806f\uff1a \u8a72\u5927\u5b78\u5f9e\u672a\u76f4\u63a5\u8207\u7279\u5b9a\u7684\u99ed\u5ba2\u6d3b\u52d5\u806f\u7e6b\u5728\u4e00\u8d77\uff0c\u4f46\u662f\u5f9e\u9019\u6240\u5927\u5b78\u62db\u52df\u4e86\u8a31\u591a\u4e2d\u570b\u8ecd\u4e8b\u99ed\u5ba2\uff0c\u9019\u6240\u5927\u5b78\u201c\u662f\u4e00\u6240\u4eab\u6709\u5f88\u9ad8\u8072\u8b7d\u7684\u570b\u969b\u77e5\u540d\u7db2\u8def\u5b89\u5168\u7814\u7a76\u5b78\u6821\u201d\u3002\u6839\u64daCSET\u7814\u7a76\u5718\u968a\u7684\u8aaa\u6cd5\uff0c\u5927\u5b78\u751f\u4e0d\u50c5\u6703\u63a5\u53d7AI \/ ML\u8ab2\u7a0b\uff0c\u800c\u4e14\u9084\u6703\u63a5\u53d7\u95dc\u65bc\u60c5\u5831\u7684\u8ab2\u7a0b\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\u7684AI \/ ML\u7814\u7a76\uff1a \u8a72\u5927\u5b78\u4f3c\u4e4e\u5c08\u6ce8\u65bc\u7814\u7a76\u5982\u4f55\u653b\u64ca\u548c\u9632\u5fa1\u5176\u4ed6AI \/ ML\u7cfb\u7d71\u548c\u6f14\u7b97\u6cd5\uff0c\u4f8b\u5982\u6578\u64da\u4e2d\u6bd2\u653b\u64ca\u6216\u5f8c\u9580\u8a13\u7df4\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p><strong><u>\u54c8\u723e\u6ff1\u5de5\u696d\u5927\u5b78<\/u><\/strong><\/p>\n\n\n\n<p>\u8207APT1\u6709\u95dc\u806f\uff1a \u5728\u7f8e\u570b<a href=\"https:\/\/www.fireeye.com\/content\/dam\/fireeye-www\/services\/pdfs\/mandiant-apt1-report.pdf\">Mandiant\u7db2\u8def\u5b89\u5168\u516c\u53f8\u95dc\u65bcAPT1\u7684\u5831\u544a<\/a>\uff0c\u5c07\u54c8\u723e\u6ff1\u5de5\u696d\u5927\u5b78\u4f5c\u70ba2013\u5e74\u4e2d\u570b\u7db2\u8def\u904b\u71df\u5546\u7684\u62db\u8058\u4e2d\u5fc3\uff0c\u96d6\u7136\u5927\u5b78\u6c92\u6709\u76f4\u63a5\u53c3\u8207\u4efb\u4f55\u653b\u64ca\uff0c\u4f46\u662f\u54c8\u723e\u6ff1\u5de5\u696d\u5927\u5b78\u88ab\u6388\u6b0a\u5f9e\u4e8b\u6700\u9ad8\u6a5f\u5bc6\u7684\u653f\u5e9c\u9805\u76ee\uff0c\u5176\u7db2\u8def\u5b89\u5168\u4e2d\u5fc3\u5439\u6367\u8457\u5f9e\u4e8b9\u500b\u653f\u5e9c\u8cc7\u52a9\u7684\u7814\u7a76\u9805\u76ee\u3002\u5b58\u6a94\u7684\u7db2\u9801\u9084\u8b49\u5be6\uff0c\u4ee5\u524d\u7684\u54c8\u723e\u6ff1\u5de5\u696d\u5927\u5b78\u54e1\u5de5\u66fe\u70ba\u4e2d\u570b\u8ecd\u968a\u7684\u96fb\u5b50\u60c5\u5831\u90e8\u9580\u5de5\u4f5c\uff0c\u8a72\u90e8\u9580\u7684\u6210\u54e1\u5f8c\u4f86\u88ab\u6307\u63a7\u5c0d\u7f8e\u570b\u7684<a href=\"https:\/\/www.fbi.gov\/news\/stories\/chinese-hackers-charged-in-equifax-breach-021020\">Equifax\u767c\u52d5\u7db2\u653b<\/a>\u3002<\/p>\n\n\n\n<p>\u7576\u524d\u7684AI \/ ML\u7814\u7a76\uff1a&nbsp; \u54c8\u723e\u6ff1\u5de5\u696d\u5927\u5b78\u7684AI \/ ML\u7814\u7a76\u5c08\u6ce8\u65bc\u91ab\u5b78\u9818\u57df\u7684AI\u4f7f\u7528\uff0851\u7bc7\u8ad6\u6587\u4e2d\u4f54\u4e8649\u7bc7\uff09\u3002\u53e6\u5916\u5169\u7bc7\u8ad6\u6587\u95dc\u65bc<a>ML<\/a>\u548c\u7db2\u8def\u5b89\u5168\u5305\u542b\u6aa2\u6e2c\u548c\u5206\u985e\u8edf\u9ad4\u7684bugs\u4ee5\u53ca\u4f7f\u7528AI\u9032\u884c\u8edf\u9ad4\u884c\u70ba\u5206\u6790\u3002<\/p>\n\n\n\n<p>CSET\u5718\u968a\u8a8d\u70ba\uff0c\u901a\u904e\u5206\u6790\u7576\u524d\u7684\u7814\u7a76\u9818\u57df\uff0c\u5916\u570b\u5206\u6790\u5e2b\u548c\u6c7a\u7b56\u8005\u53ef\u4ee5\u63a8\u65b7\u4e2d\u570b\u653f\u5e9c\u7684\u99ed\u5ba2\u5718\u968a\u5c07\u4f86\u5982\u4f55\u5927\u91cf\u7684\u4f9d\u8cf4AI\u548c ML\u6280\u8853\u3002<\/p>\n\n\n\n<p>Source: <a href=\"https:\/\/cset.georgetown.edu\/research\/academics-ai-and-apts\/\">https:\/\/cset.georgetown.edu\/research\/academics-ai-and-apts\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u784f\u7a76\u767c\u73fe\u81f3\u5c11\u516d\u9593\u4e2d\u570b\u5927\u5b78\u8207APT\u99ed\u5ba2\u7d44\u7e54\u6709\u95dc\u806f\uff0c\u5229\u7528\u5927\u5b78\u8ab2\u7a0b\u7814\u7a76\u958b\u767c\u4eba\u5de5\u667a\u6167(Artificial Intel <a class=\"read-more\" href=\"https:\/\/blog.billows.com.tw\/?p=968\">READ MORE<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[162,163,160,161],"class_list":["post-968","post","type-post","status-publish","format-standard","hentry","category-6","tag-apt1","tag-apt3","tag-apt40","tag-deeppanda"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/blog.billows.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/968","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.billows.com.tw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.billows.com.tw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.billows.com.tw\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.billows.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=968"}],"version-history":[{"count":1,"href":"https:\/\/blog.billows.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/968\/revisions"}],"predecessor-version":[{"id":970,"href":"https:\/\/blog.billows.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/968\/revisions\/970"}],"wp:attachment":[{"href":"https:\/\/blog.billows.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=968"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.billows.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=968"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.billows.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=968"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}