{"id":39200,"date":"2018-07-09T00:00:42","date_gmt":"2018-07-08T16:00:42","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=39200"},"modified":"2022-01-05T01:47:30","modified_gmt":"2022-01-04T17:47:30","slug":"%e8%aa%b0%e6%98%af%e8%87%a5%e5%ba%95%ef%bc%9f%e6%99%ba%e6%85%a7%e9%9b%bb%e7%b6%b2%e7%9a%84%e7%b6%b2%e8%b7%af%e5%ae%89%e5%85%a8-2","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=39200","title":{"rendered":"\u8ab0\u662f\u81e5\u5e95\uff1f\u667a\u6167\u96fb\u7db2\u7684\u7db2\u8def\u5b89\u5168"},"content":{"rendered":"<div class=\"single-post-media clr\">\n<div class=\"post-thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2018\/07\/p78976.png\" alt=\"\u8ab0\u662f\u81e5\u5e95\uff1f\u667a\u6167\u96fb\u7db2\u7684\u7db2\u8def\u5b89\u5168\" width=\"400\" height=\"300\" \/><\/div>\n<\/div>\n<div class=\"entry clr\">\n<div class=\"pf-content\">\n<p><strong>\u53f0\u5927\u96fb\u6a5f\u7cfb \u5433\u5955\u8431<\/strong><\/p>\n<p><strong>\u96fb\u529b\u7cfb\u7d71\u904b\u4f5c\uff1a\u627e\u51fa\u8001\u9f20\u5c4e\u8207\u81e5\u5e95<\/strong><\/p>\n<p>\u76e3\u63a7\u53ca\u8cc7\u6599\u64f7\u53d6\uff08Supervisory control and data acquisition, SCADA\uff09\u7cfb\u7d71\u70ba\u80fd\u6e90\u7ba1\u7406\u4e2d\u91cd\u8981\u7684\u4e00\u74b0\uff0c\u85c9\u7531\u5373\u6642\u76e3\u63a7\u611f\u6e2c\u5668\u6536\u96c6\u7684\u6578\u64da\uff0c\u4f30\u7b97\u7cfb\u7d71\u4e2d\u6bcf\u500b\u532f\u6d41\u6392\u7684\u96fb\u58d3\u3001\u72c0\u614b\uff0c\u4ee5\u78ba\u4fdd\u96fb\u529b\u7cfb\u7d71\u80fd\u5b89\u5168\u904b\u4f5c\u3002\u4e00\u76f4\u4ee5\u4f86\uff0c\u63d0\u5347\u96fb\u529b\u7cfb\u7d71\u904b\u4f5c\u7684\u53ef\u9760\u5ea6\u662f\u667a\u6167\u96fb\u7db2\u767c\u5c55\u7684\u91cd\u8981\u539f\u5247\uff0c\u800c\u96a8\u8457\u8cc7\u8a0a\u901a\u4fe1\u8a2d\u5099\u8207\u9059\u63a7\u529f\u80fd\u7684\u52a0\u5165\uff0c\u300c\u7db2\u8def\u5b89\u5168\u300d\u7684\u91cd\u8981\u6027\u4e5f\u8e8d\u5347\u53f0\u524d\u3002\u4efb\u4f55\u8a2d\u5099\u9593\u7684\u8a0a\u606f\u4ea4\u63db\uff0c\u90fd\u53ef\u80fd\u6210\u70ba\u7db2\u8def\u99ed\u5ba2\u7684\u653b\u64ca\u6a19\u7684\uff0c\u9019\u6a23\u7684\u6f0f\u6d1e\u66f4\u53ef\u80fd\u5f71\u97ff\u5230\u786c\u9ad4\u88dd\u7f6e\u904b\u4f5c\u7684\u5b89\u5168\u6027\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u8b93\u7cfb\u7d71\u5177\u5099\u5feb\u901f\u5075\u932f\u4e26\u6062\u5fa9\u96fb\u529b\u4f9b\u61c9\u7684\u80fd\u529b\uff0c\u4fbf\u6210\u70ba\u53d7\u77da\u76ee\u7684\u7814\u7a76\u76ee\u6a19\u3002[1][2]<\/p>\n<p>\u8cc7\u6599\u5075\u932f\u5206\u70ba\u5169\u500b\u5c64\u9762\uff1a\u4e00\u662f\u627e\u5230\u8aa4\u5dee\u904e\u5927\u7684\u300c\u8001\u9f20\u5c4e\u300d\u8cc7\u6599\uff08bad 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data\u6f14\u7b97\u6cd5\u5bb9\u5fcd\u7bc4\u570d\u5167\uff0c\u4f01\u5716\u6df7\u6dc6\u8996\u807d\u3002<\/p>\n<p><strong>\u6d3e\u9063\u300c\u81e5\u5e95\u300d\uff0c\u5f9e\u4e2d\u7372\u5229<\/strong><\/p>\n<p>\u300c\u8ca0\u8f09\u518d\u5206\u914d\uff08Load redistribution\uff09\u300d\u653b\u64ca\uff0c\u4fbf\u662f\u4e00\u7a2e\u300c\u81e5\u5e95\u300d\u8cc7\u6599\u6f5b\u5165\u7522\u751f\u7684\u60c5\u5883\u3002\u99ed\u5ba2\u5de7\u5999\u5730\u7ac4\u6539\u90e8\u5206\u5100\u5668\u5c0d\u8ca0\u8f09\u7684\u91cf\u6e2c\u8cc7\u6599\uff0c\u540c\u6642\u7dad\u6301\u7e3d\u7cfb\u7d71\u8ca0\u8f09\u4e0d\u8b8a\u3002\u7cfb\u7d71\u5c0d\u6b64\u8a0a\u606f\u932f\u8aa4\u7684\u5224\u8b80\uff0c\u9664\u4e86\u6703\u964d\u4f4e\u5176\u904b\u4f5c\u6548\u7387\u4e4b\u5916\uff0c\u66f4\u53ef\u80fd\u4f7f\u5176\u6c7a\u5b9a\u5207\u65b7\u67d0\u4e9b\u7dda\u8def\u7684\u96fb\u6e90\uff0c\u6253\u4e82\u6574\u9ad4\u7684\u904b\u4f5c\u3002\u66f4\u751a\u7684\u662f\uff0c\u99ed\u5ba2\u80fd\u85c9\u7531\u64cd\u4f5c\u5100\u5668\u8b80\u6578\u8207\u7db2\u8def\u7684\u958b\u95dc\uff0c\u8b93\u7cfb\u7d71\u641e\u6df7\u5b83\u7684\u5de5\u4f5c\u9ede\uff08operating point\uff09\uff0c\u9032\u800c\u4f7f\u7cfb\u7d71\u5c0d\u6574\u500b\u7db2\u8def\u5e03\u5c40\uff08topology\uff09\u7684\u8a8d\u77e5\u51fa\u73fe\u932f\u8aa4\u3002<\/p>\n<p>\u6216\u8a31\u4f60\u6703\u7d0d\u60b6\uff0c\u96fb\u529b\u7cfb\u7d71\u7684\u7a69\u5b9a\u5c0d\u5927\u5bb6\u90fd\u662f\u597d\u4e8b\uff0c\u8ab0\u6703\u9019\u9ebc\u7121\u804a\u8981\u6417\u4e82\u5b83\u5462\uff1f\u986f\u7136\u5176\u4e2d\u6709\u7d93\u6fdf\u4e0a\u7684\u5229\u76ca\u3002\u4ee5\u52a0\u5dde\u7684\u96fb\u529b\u7cfb\u7d71\u4e3b\u7ba1\u6a5f\u69cbCAISO\uff08California Independent System Operator\uff09\u70ba\u4f8b\uff0c\u96fb\u529b\u5e02\u5834\u5206\u70ba\u7528\u96fb\u65e5\u524d\u4e03\u81f3\u4e00\u5929\u4ea4\u6613\u7684\u65e5\u524d\u5e02\u5834\uff08day-ahead market\uff09\uff0c\u4ee5\u53ca\u7528\u96fb\u6578\u5c0f\u6642\u524d\u7684\u5373\u6642\u5e02\u5834\uff08real-time market\uff09\uff0c\u4ee5\u6eff\u8db3\u81e8\u6642\u7684\u9700\u6c42[4]\u3002\u65bc\u662f\u6709\u6295\u6a5f\u8005\u4fbf\u5728\u65e5\u524d\u5e02\u5834\u4ee5\u8f03\u4f4e\u7684\u50f9\u683c\u8cfc\u8cb7\u865b\u64ec\u96fb\u529b\uff0c\u63a5\u8457\u64cd\u63a7\u7cfb\u7d71\u4f7f\u7522\u80fd\u964d\u4f4e\uff0c\u518d\u4ee5\u9ad8\u50f9\u5728\u5373\u6642\u5e02\u5834\u8ce3\u51fa[3]\u3002<\/p>\n<p><strong>\u4eba\u5de5\u667a\u6167\uff1a\u63ea\u51fa\u81e5\u5e95<\/strong><\/p>\n<div id=\"attachment_78977\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2018\/07\/p78976_p1.png\"><img decoding=\"async\" class=\"wp-image-78977\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2018\/07\/p78976_p1.png\" alt=\"\" width=\"500\" height=\"342\" \/><\/a><\/p>\n<p class=\"wp-caption-text\">\u5716\u4e00 \u7cfb\u7d71\u5075\u932f\u67b6\u69cb\uff08\u5716\u7247\u4f86\u6e90\uff1a\u7de8\u8b6f\u4f86\u6e90\uff09<\/p>\n<\/div>\n<p>\u904e\u53bb\u5c0d\u65bc\u667a\u6167\u96fb\u7db2\u7684\u4fdd\u8b77\u65b9\u6cd5\uff0c\u5305\u62ec\u5f9e\u5143\u4ef6\u914d\u7f6e\u65b9\u9762\u7f6e\u5165\u96fb\u6e90\u7ba1\u7406\u55ae\u4f4d\uff08PMU\uff09\uff0c\u5354\u52a9\u5075\u6e2c\u4e0d\u5c0b\u5e38\u8cc7\u8a0a\u7684\u5165\u4fb5\uff0c\u4ee5\u53ca\u5f9e\u6f14\u7b97\u6cd5\u65b9\u9762\u6bd4\u8f03\u5373\u6642\u8cc7\u6599\u8207\u6b77\u53f2\u8cc7\u6599\u4e4b\u8b8a\u7570\u91cf\u3002\u672c\u7bc7\u7684\u7279\u8272\u5247\u662f\u5229\u7528\u4eba\u5de5\u667a\u6167\uff0c\u7cbe\u78ba\u4f30\u7b97\u767c\u751ffalse data\u653b\u64ca\u6642\u96fb\u8def\u8ca0\u8f09\u8207\u611f\u6e2c\u5668\u8b80\u503c\u4e4b\u72c0\u614b\u3002\u53c3\u8003\u5716\u4e00\uff0c\u67b6\u69cb\u6700\u5de6\u908a\u662f\u50b3\u7d71\u7684\u72c0\u614b\u63a8\u4f30\uff0c\u53ef\u8996\u70bafalse data\u5075\u6e2c\u7684\u524d\u7f6e\u4f5c\u696d\u3002SCADA\u7cfb\u7d71\u6536\u96c6\u5230\u611f\u6e2c\u5668\u8cc7\u6599\u5f8c\uff0c\u5229\u7528\u52a0\u6b0a\u6700\u5c0f\u5e73\u65b9\u6cd5\uff08WLS\uff09\u6b78\u7d0d\u76ee\u524d\u7cfb\u7d71\u904b\u4f5c\u7684\u72c0\u614b\uff0c\u4e26\u79fb\u9664\u8d85\u904e\u6a19\u6e96\u5dee\u7684bad data\u3002<\/p>\n<p>\u5716\u4e00\u4e2d\u9593false data\u5075\u6e2c\uff0c\u9996\u5148\u5c07\u63a5\u6536\u5230\u7684\u6578\u64da\u63db\u7b97\u6210\u9810\u4f30\u7684\u72c0\u614b\uff0c\u6e1b\u6389\u524d\u4e00\u72c0\u614b\uff0c\u518d\u8207\u6b77\u53f2\u7d00\u9304\u7684\u8b8a\u7570\u91cf\u7d93\u904e\u6a5f\u7387\u8cea\u91cf\u51fd\u6578\uff08probability mass function, pmf\uff09\uff0c\u5f97\u5230KL\u6563\u5ea6\uff08Kullback-Leibler divergence, KLD\uff09\u3002\u6bd4\u8f03KL\u6563\u5ea6\u8207\u9810\u8a2d\u7684\u9580\u6abb\u5927\u5c0f\uff0c\u85c9\u4ee5\u8861\u91cf\u662f\u5426\u5c6c\u65bcfalse data\u3002\u9580\u6abb\u7684\u8a2d\u5b9a\u4e5f\u662f\u500b\u5b78\u554f\uff0c\u7562\u7adf\u904e\u4f4e\u7684\u9580\u6abb\u53ef\u80fd\u5c0e\u81f4\u5f88\u591a\u6b63\u5e38\u72c0\u6cc1\u88ab\u932f\u8aa4\u6b78\u985e\uff0c\u800c\u904e\u4f4e\u7684\u9580\u6abb\u5247\u6703\u964d\u4f4e\u5075\u932f\u6548\u7387\u3002\u5be6\u884c\u4e0a\uff0c\u901a\u5e38\u6703\u89c0\u5bdf\u9577\u671f\uff08\u4f8b\u5982\uff1a\u534a\u5e74\uff09\u8207\u524d\u4e00\u500b\u6708\u4e4b\u6b77\u53f2\u7d00\u9304\uff0c\u89c0\u5bdf\u8d70\u52e2\u3002<\/p>\n<p>\u8fa8\u5225\u51fa\u5b58\u5728false data\u5f8c\uff0c\u4e0b\u4e00\u6b65\u5247\u662f\u627e\u51fa\u53d7\u653b\u64ca\u7684\u611f\u6e2c\u5668\u3002\u9996\u5148\u5229\u7528\u55ae\u5c64\u795e\u7d93\u7db2\u8def\uff0c\u8f38\u5165\u70ba\u6b77\u53f2\u72c0\u614b\u8207\u5929\u6c23\u689d\u4ef6\uff08\u6c23\u6eab\u3001\u6fd5\u5ea6\u3001\u9732\u9ede\uff09\uff0c\u8f38\u51fa\u70ba\u9810\u6e2c\u7684\u7cfb\u7d71\u8ca0\u8f09\u72c0\u614b\u3002\u63a5\u8457\uff0c\u8003\u91cfAC\u96fb\u6d41\u3001\u8ca0\u8f09\u3001\u8207\u7db2\u8def\u5e03\u5c40\uff0c\u4f30\u7b97\u50b3\u8f38\u7dda\u4e0a\u7684\u96fb\u529b\u3002\u85c9\u7531\u91cf\u6e2c\u503c\u8207\u9810\u4f30\u503c\u7684\u8aa4\u5dee\uff0c\u5224\u65b7\u8a72\u4f4d\u7f6e\u7684\u8cc7\u6599\u662f\u5426\u6709\u554f\u984c\u3002<\/p>\n<p><strong>\u6253\u9020\u667a\u6167\u96fb\u7db2\u7684\u9632\u6bd2\u8edf\u9ad4<\/strong><\/p>\n<p>\u76ee\u524d\u5927\u90e8\u5206\u63d0\u5347\u667a\u6167\u96fb\u7db2\u7db2\u8def\u5b89\u5168\u7684\u63aa\u65bd\uff0c\u96d6\u672a\u80fd\u4f7f\u5176\u5b8c\u5168\u514d\u65bc\u653b\u64ca\uff0c\u4f46\u90fd\u80fd\u6709\u6548\u63d0\u5347\u653b\u64ca\u6240\u9700\u7684\u6210\u672c\u3002\u96d6\u7136\u7576false data\u7684\u6a23\u8c8c\u8207\u9810\u671f\u63a5\u6536\u5230\u7684\u578b\u5f0f\u5728\u8aa4\u5dee\u7bc4\u570d\u5167\u6642\uff0c\u7cfb\u7d71\u4ecd\u53ef\u80fd\u5075\u6e2c\u4e0d\u5230\uff0c\u4e0d\u904e\u9019\u4e5f\u4ee3\u8868\u5b83\u5011\u4e0d\u6703\u9020\u6210\u60b2\u5287\u6027\u7684\u5f71\u97ff\u3002\u7576\u7136\uff0c\u6709\u4eba\u6216\u8a31\u89ba\u5f97\u5fae\u5c0f\u7684\u5f71\u97ff\u4e5f\u80fd\u805a\u6c99\u6210\u5854\uff0c\u4f46\u524d\u63d0\u662f\u7cfb\u7d71\u7684\u8b8a\u58d3\u5668\u63a5\u982d\u3001\u7db2\u8def\u5e03\u5c40\u3001\u767c\u96fb\u6642\u7a0b\u2026\u2026\u7a2e\u7a2e\u8b8a\u6578\u90fd\u8981\u7dad\u6301\u5728\u653b\u64ca\u8005\u7684\u9810\u6599\u7bc4\u570d\u4e2d\uff0c\u4e0d\u80fd\u6709\u592a\u5927\u7684\u8b8a\u5316\u3002\u53ef\u60f3\u800c\u77e5\u9019\u662f\u4e0d\u592a\u53ef\u80fd\u7684\u4e8b\u3002\u56e0\u6b64\uff0c\u6211\u5011\u671f\u5f85\u9019\u985e\u7684\u300c\u9632\u6bd2\u8edf\u9ad4\u300d\uff0c\u80fd\u7dad\u8b77\u667a\u6167\u96fb\u7db2\u88dd\u7f6e\u9593\u7684\u901a\u8a0a\uff0c\u9032\u800c\u4fdd\u969c\u904b\u4f5c\u5b89\u5168\u3002<\/p>\n<p>\u7de8\u8b6f\u4f86\u6e90\uff1a<a href=\"https:\/\/ieeexplore.ieee.org\/document\/8302757\/\">AI-based approach to identify compromised meters in data integrity attacks on smart grid<br \/>\n<\/a>Kush Khanna, Bijaya Ketan Panigrahi, Anupam Joshi, IET Generation, Transmission &amp; Distribution (Volume: 12, Issue: 5, 2018)<\/p>\n<hr \/>\n<p><strong>\u53c3\u8003\u6587\u737b\uff1a<\/strong><\/p>\n<ul>\n<li>[1] Yichi Zhang, Lingfeng Wang , Yingmeng Xiang, Chee-Wooi Ten, \u201cPower System Reliability Evaluation With SCADA Cybersecurity Considerations\u201d, IEEE Transactions on Smart Grid, 2015<br \/>\n<a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/7042739\/\">https:\/\/ieeexplore.ieee.org\/abstract\/document\/7042739\/<\/a><\/li>\n<li>[2] Lanchao Liu, Mohammad Esmalifalak, Qifeng Ding, Valentine A. Emesih, Zhu Han, \u201cDetecting False Data Injection Attacks on Power Grid by Sparse Optimization\u201d, IEEE Transactions on Smart Grid, 2014<br \/>\n<a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/6740901\/\">https:\/\/ieeexplore.ieee.org\/abstract\/document\/6740901\/<\/a><\/li>\n<li>[3] Le Xie, Yilin Mo, Bruno Sinopoli, \u201cIntegrity Data Attacks in Power Market Operations\u201d, IEEE Transactions on Smart Grid, 2011<br \/>\n<a href=\"https:\/\/ieeexplore.ieee.org\/document\/6074981\/\">https:\/\/ieeexplore.ieee.org\/document\/6074981\/<\/a><\/li>\n<li>[4] California Independent System Operator (ISO), \u201cMarket process and products\u201d,\u00a0<a href=\"http:\/\/www.caiso.com\/market\/Pages\/MarketProcesses.aspx\">http:\/\/www.caiso.com\/market\/Pages\/MarketProcesses.aspx<br \/>\n<\/a>\u201cMarket price maps\u201d,\u00a0<a href=\"http:\/\/www.caiso.com\/PriceMap\/Pages\/default.aspx\">http:\/\/www.caiso.com\/PriceMap\/Pages\/default.aspx<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u7576\u96fb\u7db2\u8b8a\u5f97\u975e\u5e38\u8070\u660e\uff0c\u80fd\u5920\u6839\u64da\u8490\u96c6\u5230\u7684\u8cc7\u8a0a\u5373\u6642\u61c9\u8b8a\u6642\uff0c\u99ed\u5ba2\u4e5f\u5f9e\u4e2d\u767c\u73fe\u4e86\u4ed6\u5011\u7684\u5546\u6a5f\u3002\u4ee5\u5f80\u96fb\u7db2\u7531\u4eba\u529b\u76e3\u63a7\uff0c\u56e0\u70ba\u4eba\u985e\u6703\u4ee5\u8f03\u5b8f\u89c0\u7684\u89d2\u5ea6\u9032\u884c\u8a3a\u65b7\uff0c\u6240\u4ee5\u7570\u5e38\u7684\u8a0a\u606f\u5f80\u5f80\u4e0d\u6703\u76f4\u63a5\u53cd\u6620\u5728\u6c7a\u7b56\u4e0a\u3002\u7136\u800c\u7576\u96fb\u7db2\u7531\u4eba\u5de5\u667a\u6167\u6240\u64cd\u63a7\u6642\uff0c\u5c0d\u8cc7\u8a0a\u7684\u654f\u611f\u5ea6\u4e5f\u96a8\u4e4b\u63d0\u5347\uff0c\u53ea\u8981\u5728\u4e0d\u77e5\u4e0d\u89ba\u4e2d\u593e\u5e36\u932f\u8aa4\u7684\u8a0a\u606f\uff0c\u5c31\u53ef\u4ee5\u5de6\u53f3\u4ed6\u5011\u7684\u6c7a\u7b56\uff0c\u9032\u800c\u8b93\u5c40\u52e2\u5f80\u99ed\u5ba2\u5011\u7684\u610f\u5411\u767c\u5c55\u3002\u90a3\u9ebc\u5982\u4f55\u907f\u514d\u9019\u4e9b\u667a\u6167\u96fb\u7db2\u300c\u8070\u660e\u53cd\u88ab\u8070\u660e\u8aa4\u300d\u5462\uff1f\u5c31\u8981\u8b93\u4ed6\u5011\u8b8a\u5f97\u66f4\u8070\u660e\uff0c\u61c2\u5f97\u5206\u8fa8\u8ab0\u5728\u6b3a\u9a19\u4ed6\u5011\u3002<\/p>\n","protected":false},"author":21,"featured_media":39201,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[3006,5650,3792,3956],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/p78976.png","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39200"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=39200"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39200\/revisions"}],"predecessor-version":[{"id":39202,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39200\/revisions\/39202"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/39201"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=39200"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=39200"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=39200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}