{"id":63517,"date":"2020-03-18T09:00:00","date_gmt":"2020-03-18T01:00:00","guid":{"rendered":"https:\/\/blog.trendmicro.com.tw\/?p=63517"},"modified":"2021-12-23T14:26:56","modified_gmt":"2021-12-23T06:26:56","slug":"%e5%be%9e%e7%a7%bb%e8%8a%b1%e6%8e%a5%e6%9c%a8%e7%9a%84-deepfake-%e5%bd%b1%e9%9f%b3%e7%9c%8b%e6%a9%9f%e5%99%a8%e5%ad%b8%e7%bf%92%e8%88%87%e7%b6%b2%e8%b7%af%e6%94%bb%e6%93%8a","status":"publish","type":"post","link":"https:\/\/blog.trendmicro.com.tw\/?p=63517","title":{"rendered":"\u5f9e\u79fb\u82b1\u63a5\u6728\u7684 Deepfake \u5f71\u97f3,\u770b\u6a5f\u5668\u5b78\u7fd2\u8207\u7db2\u8def\u653b\u64ca"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p> \u63db\u81c9\u3001\u63a7\u5236\u5634\u5507,\u690d\u5165\u5047\u9020\u7684\u97f3\u6e90\u6a94,\u6d41\u50b3\u5728\u7db2\u8def\u4e0a\u842c\u500b\u9020\u5047\u5f71\u7247,\u7528 #Deepfake #\u6df1\u507d\u6280\u8853 \u88fd\u9020\u7684\u3002\u5982\u679c\u4f60\u7684\u8001\u95c6\u5728 Youtube \u4e0a\u6709\u5f88\u591a\u5f71\u97f3,\u5f97\u7576\u5fc3\u88ab\u5229\u7528\u4e86<br>\u9019\u9805\u6280\u8853\u5df2\u88ab\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u7528\u4f86\u5716\u5229\uff0c\u5df2\u51fa\u73fe\u7684\u6848\u4f8b\u662f\u6a21\u4eff\u5927\u8001\u95c6\u7684\u8072\u97f3\uff0c\u8a9e\u8abf\u3001\u65b7\u53e5\u53ca\u8154\u8abf,\u9032\u884c\u8a9e\u97f3\u7db2\u8def\u91e3\u9b5a,\u9a19\u8d70 24.3 \u842c\u7f8e\u91d1\u3002&#x1f630; <\/p><\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"625\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/09\/AI.jpg\" alt=\"\" class=\"wp-image-57178\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/09\/AI.jpg 1000w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/09\/AI-300x188.jpg 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/09\/AI-768x480.jpg 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/09\/AI-30x19.jpg 30w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/09\/AI-800x500.jpg 800w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/09\/AI-600x375.jpg 600w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p><em>\u672c\u6587\u8aaa\u660e\u5e7e\u7a2e\u904b\u7528\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u99ed\u5ba2\u6982\u5ff5\u9a57\u8b49\u8207\u771f\u5be6\u653b\u64ca\u6848\u4f8b\u4f86\u8aaa\u660e\u7576\u524d\u6a5f\u5668\u5b78\u7fd2\u5728\u7db2\u8def\u5a01\u8105\u9818\u57df\u7684\u61c9\u7528\u73fe\u6cc1\u8207\u672a\u4f86\u53ef\u80fd\u6027\u3002<\/em><\/p>\n\n\n\n<p>\u8cc7\u5b89\u5ee0\u5546\u6b63\u904b\u7528<ins><a href=\"https:\/\/blog.trendmicro.com.tw\/?p=55169\"><ins>\u6a5f\u5668\u5b78\u7fd2(Machine learning,ML)<\/ins><\/a><\/ins>\u6280\u8853\u4f86\u6539\u5584\u5176\u5a01\u8105\u5075\u6e2c\u80fd\u529b\uff0c\u5354\u52a9\u4f01\u696d\u5f37\u5316\u60e1\u610f\u7a0b\u5f0f\u3001\u6f0f\u6d1e\u653b\u64ca\u3001\u7db2\u8def\u91e3\u9b5a\u90f5\u4ef6\u3001\u751a\u81f3\u672a\u77e5\u5a01\u8105\u7684\u9632\u79a6\u80fd\u529b\u3002Capgemini Research Institute \u91dd\u5c0d\u6a5f\u5668\u5b78\u7fd2\u5728\u8cc7\u5b89\u4e0a\u7684\u61c9\u7528\u505a\u4e86\u4e00\u4efd<a href=\"https:\/\/www.securityweek.com\/adoption-ai-enhanced-cybersecurity-growing-rapidly-report\">\u7814\u7a76<\/a>\uff0c\u4ed6\u5011\u767c\u73fe\u5728\u6240\u6709\u53d7\u8a2a\u7684 10 \u500b\u570b\u5bb6 850 \u4f4d\u8cc7\u6df1\u9ad8\u968e\u7d93\u7406\u7576\u4e2d\uff0c\u7d04\u6709 20% \u5728 2019 \u5e74\u4e4b\u524d\u4fbf\u5df2\u958b\u59cb\u904b\u7528\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\uff0c\u53e6\u6709 60% \u5c07\u5728 2019 \u5e74\u5e95\u524d\u958b\u59cb\u63a1\u7528\u3002<\/p>\n\n\n\n<p>  \u6a5f\u5668\u5b78\u7fd2\u5728\u7db2\u8def\u8cc7\u5b89\u9818\u57df\u7684\u61c9\u7528\u5df2\u8b49\u660e\u76f8\u7576\u6709\u6548\uff0c\u66f4\u5225\u8aaa\u5728\u5176\u4ed6\u773e\u591a\u7522\u696d\u4e5f\u7372\u5f97\u4e86\u76f8\u7576\u7684\u6210\u679c\u3002\u4e0d\u904e\u9019\u9805\u6280\u8853\u537b\u4e5f\u5b58\u5728\u8457\u88ab\u72af\u7f6a\u96c6\u5718\u5438\u6536\u5229\u7528\u7684\u98a8\u96aa\u3002\u5118\u7ba1\u6a5f\u5668\u5b78\u7fd2\u8b8a\u6210\u5927\u898f\u6a21\u72af\u7f6a\u6b66\u5668\u7684\u53ef\u80fd\u6027\u4f3c\u4e4e\u9084\u5f88\u9059\u9060\uff0c\u4f46\u6709\u95dc\u9019\u65b9\u9762\u7684\u7814\u7a76\uff0c\u5c24\u5176\u662f\u5229<a href=\"https:\/\/blog.trendmicro.com.tw\/?p=63452\">Deepfake \u6df1\u5ea6\u507d\u9020\u6280\u8853<\/a>\u4f86\u5f9e\u4e8b\u52d2\u7d22\u6216\u6563\u5e03\u5047\u8a0a\u606f\uff0c\u8fd1\u4f86\u5728 IT \u696d\u754c\u8207<a href=\"https:\/\/www.irishtimes.com\/business\/innovation\/be-afraid-the-era-of-easy-deepfake-videos-is-upon-us-1.4081591\">\u4e00\u822c\u5927\u773e<\/a>\u4e4b\u9593\u5df2\u6380\u8d77\u4e86\u4e00\u6ce2\u71b1\u8b70\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u70ba\u4e86\u9032\u4e00\u6b65\u8aaa\u660e\u7576\u524d\u6a5f\u5668\u5b78\u7fd2\u5728\u7db2\u8def\u5a01\u8105\u9818\u57df\u7684\u61c9\u7528\u73fe\u6cc1\u8207\u672a\u4f86\u53ef\u80fd\u6027\uff0c\u4ee5\u4e0b\u8aaa\u660e\u8fd1\u5e7e\u5e74\u4f86\u4e00\u4e9b\u904b\u7528\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u99ed\u5ba2\u6982\u5ff5\u9a57\u8b49\u8207\u771f\u5be6\u653b\u64ca\u6848\u4f8b\uff1a<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">\u63a1\u7528\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u60e1\u610f\u61c9\u7528\u7a0b\u5f0f<\/h2>\n\n\n\n<p>\u4ee4\u4eba\u5916\u5730\uff0c\u6709\u95dc\u60e1\u610f\u7a0b\u5f0f\u63a1\u7528\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u7814\u7a76\u76ee\u524d\u4ecd\u76f8\u7576\u7a00\u5c11\uff0c\u5118\u7ba1\u67d0\u4e9b\u5c08\u5bb6\u65e9\u5df2<a href=\"https:\/\/www.techrepublic.com\/article\/how-ai-enhanced-malware-poses-a-threat-to-your-organization\/\">\u8a8d\u70ba<\/a>\u60e1\u610f\u7a0b\u5f0f\u662f\u5f88\u53ef\u80fd\u5177\u5099\u9019\u9805\u9032\u968e\u80fd\u529b\u7684\u4e00\u7a2e\u5a01\u8105\u3002\u4e8b\u5be6\u4e0a\uff0c\u76ee\u524d\u5728\u9019\u65b9\u9762\u53ea\u770b\u904e\u4e00\u500b\u516c\u958b\u767c\u8868\u7684\u6982\u5ff5\u9a57\u8b49\u653b\u64ca\uff0c\u4e5f\u5c31\u662f\nIBM \u5728 Black Hat USA 2018 \u99ed\u5ba2\u5927\u6703\u4e0a<a href=\"https:\/\/securityintelligence.com\/deeplocker-how-ai-can-power-a-stealthy-new-breed-of-malware\/\">\u767c\u8868<\/a>\u7684\u4e00\u500b\u540d\u70ba\u300cDeepLocker\u300d\u7684\u60e1\u610f\u7a0b\u5f0f\uff0c\u64da\u7a31\u8a72\u7a0b\u5f0f\u53ef\u5728\u4e00\u500b\u826f\u6027\u7684\u8cc7\u6599\u6a94\u7576\u4e2d\u90e8\u7f72\u4e00\u500b\u7121\u6cd5\u8ffd\u67e5\u7684\u60e1\u610f\u7a0b\u5f0f\u3002\u8a72\u60e1\u610f\u7a0b\u5f0f\u63a1\u7528\u540d\u70ba\u300c\u6df1\u5c64\u795e\u7d93\u7db2\u8def\n(DNN)\u300d\u7684<a href=\"https:\/\/www.investopedia.com\/terms\/d\/deep-learning.asp\">\u6df1\u5c64\u5b78\u7fd2<\/a>\u6280\u8853 (\u6a5f\u5668\u5b78\u7fd2\u7684\u4e00\u7a2e)\uff0c\u5229\u7528 DNN \u4f86\u96b1\u85cf\u5176\u53ef\u80fd\u88ab\u8cc7\u5b89\u7522\u54c1\u5075\u6e2c\u7684\u4e00\u4e9b\u60e1\u610f\u6a94\u6848\u7279\u5fb5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/Deepfake1.jpg\" alt=\"\" class=\"wp-image-63519\" width=\"437\" height=\"302\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/Deepfake1.jpg 675w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/Deepfake1-300x208.jpg 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/Deepfake1-30x21.jpg 30w\" sizes=\"(max-width: 437px) 100vw, 437px\" \/><\/figure>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><br>DeepLocker \u88ab\u8a2d\u8a08\u6210\u5728\u9047\u5230\u7279\u5b9a\u53d7\u5bb3\u8005\u4e4b\u524d\u90fd\u8655\u65bc\u96b1\u8eab\u7684\u72c0\u614b\u3002\u5728\u5c55\u793a\u904e\u7a0b\u4e2d\uff0c\u6211\u5011\u53ef\u770b\u5230 DeepLocker \u6703\u4e00\u76f4\u6697\u4e2d\u7b49\u5f85\u67d0\u500b\u7279\u5b9a\u52d5\u4f5c\u51fa\u73fe\u624d\u89f8\u767c\u52d2\u7d22\u75c5\u6bd2\u884c\u70ba\u3002\u9019\u500b\u89f8\u767c\u60e1\u610f\u884c\u70ba\u7684\u52d5\u4f5c\u662f\u76ee\u6a19\u53d7\u5bb3\u8005\u76f4\u63a5\u770b\u8457\u7b46\u8a18\u578b\u96fb\u8166\u7db2\u8def\u651d\u5f71\u6a5f\u7684\u8eab\u9ad4\u52d5\u4f5c\uff0c\u800c\u60e1\u610f\u7a0b\u5f0f\u78bc\u7576\u4e2d\u4e5f\u6697\u85cf\u4e86\u4e00\u500b\u7db2\u8def\u651d\u5f71\u6a5f\u64cd\u63a7\u7a0b\u5f0f\u3002\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u5728\u6b64\u653b\u64ca\u7576\u4e2d\u7684\u61c9\u7528\u9084\u7b97\u6709\u9650\uff0c\u4f46\u5df2\u986f\u793a\u51fa\u82e5\u60e1\u610f\u7a0b\u5f0f\u80fd\u7d50\u5408\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\uff0c\u5c07\u8b8a\u5f97\u975e\u5e38\u96b1\u533f\u4e14\u5177\u91dd\u5c0d\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><br>Deepfake \u5f71\u97f3<\/h2>\n\n\n\n<p><br>\u8d8a\u4f86\u8d8a\u591a\u7684\u5c08\u5bb6\u958b\u59cb\u8b66\u544a\u793e\u6703\u5927\u773e\u6ce8\u610f <a href=\"https:\/\/www.wired.com\/story\/prepare-deepfake-era-web-video\/\">Deepfake \u5f71\u7247<\/a>\u7684\u554f\u984c\uff0c\u9019\u662f\u4e00\u7a2e\u8d85\u903c\u771f\u7684\u8996\u8a0a\u8b8a\u81c9\u6280\u8853\u3002\u9019\u9805\u6280\u8853\u63a1\u7528\u6240\u8b02\u7684<a href=\"https:\/\/arxiv.org\/abs\/1406.2661\">\u751f\u6210\u5c0d\u6297\u7db2\u8def (GAN)<\/a> \u6a5f\u5668\u5b78\u7fd2\u6280\u8853\uff0c\u53ef\u6839\u64da\u73fe\u6709\u7684\u5f71\u50cf\u8cc7\u6599\u5eab\u7522\u751f\u65b0\u7684\u5f71\u50cf\u3002Deepfake \u5f71\u7247\u56b4\u91cd\u6311\u6230\u4eba\u773c\u8fa8\u5225\u771f\u507d\u7684\u80fd\u529b\uff0c\u8b93\u6211\u5011\u5c0d\u771f\u5047\u5931\u53bb\u6b63\u5e38\u5224\u65b7\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/03\/deepfake.png\" alt=\"deepfake\" class=\"wp-image-63513\" width=\"459\" height=\"392\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/03\/deepfake.png 605w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/03\/deepfake-300x256.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/03\/deepfake-30x26.png 30w\" sizes=\"(max-width: 459px) 100vw, 459px\" \/><\/figure>\n\n\n\n<p><br>\u4eca\u5929\uff0cDeepfake \u6280\u8853\u5927\u591a\u88ab\u7528\u65bc\u88fd\u4f5c\u8272\u60c5\u3001\u653f\u6cbb\u5ba3\u50b3\u6216\u5632\u8af7\u5f71\u7247\u3002\u95dc\u65bc\u9019\u985e\u5f71\u7247\u7684\u885d\u64ca\uff0c\u6839\u64da <a href=\"https:\/\/medium.com\/jsk-class-of-2019\/six-lessons-from-my-deepfake-research-at-stanford-1666594a8e50\">Medium \u5728\u4e94\u6708\u767c\u8868\u7684\u4e00\u7bc7\u6587\u7ae0<\/a>\u6307\u51fa\uff0c\u76ee\u524d\u7db2\u8def\u4e0a\u5927\u7d04\u6709 1 \u842c\u500b Deepfake \u5f71\u7247\uff0c\u5176\u4e2d\u4ee5<a href=\"https:\/\/www.washingtonpost.com\/technology\/2019\/05\/23\/faked-pelosi-videos-slowed-make-her-appear-drunk-spread-across-social-media\/\">\u7f8e\u570b\u773e\u8b70\u9662\u8b70\u9577\u88f4\u6d1b\u897f (Nancy Pelosi)<\/a> \u548c<a href=\"https:\/\/www.vulture.com\/2018\/12\/scarlett-johansson-ruminates-on-deepfake-porn-of-her-image.html\">\u597d\u840a\u5862\u660e\u661f\u53f2\u5609\u857e\u55ac\u97d3\u68ee (Scarlett Johansson)<\/a> \u5169\u4f4d\u7684\u507d\u9020\u5f71\u7247\u6700\u591a\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u9019\u90e8<a href=\"https:\/\/www.youtube.com\/watch?v=mPczAKTLGBc\"> GQ Taiwan \u7684\u5f71\u7247<\/a>,\u4f9b\u5927\u5bb6\u53c3\u8003:\u4ec0\u9ebc\u662f\u300c\u6df1\u507d\u6280\u8853\u300d(Deepfake)\uff1f\u800c\u9019\u9805\u4eba\u5de5\u667a\u6167\uff0c\u52a9\u529b\u4e86\u5047\u65b0\u805e\u589e\u9577\uff01<\/p>\n\n\n\n<iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/mPczAKTLGBc\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"\"><\/iframe>\n\n\n\n<p><br>\u81f3\u65bc\u9019\u9805\u6280\u8853\u662f\u5426\u53ef\u80fd\u8b93\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u7528\u4f86\u5716\u5229\uff0c\u64da\u6211\u5011\u63a8\u6e2c\uff0cDeepfake \u53ef\u80fd\u88ab\u7528\u65bc\u5f9e\u4e8b<a href=\"https:\/\/blog.trendmicro.com.tw\/?p=16295\">\u8b8a\u81c9\u8a50\u9a19\u653b\u64ca\u6216\u7a31\u70ba\u5546\u52d9\u96fb\u5b50\u90f5\u4ef6\u5165\u4fb5 (Business Email Compromise&#8221;\uff0c\u7c21\u7a31 BEC)<\/a>\u6216\u57f7\u884c\u9577 (CEO) \u8a50\u9a19\u3002Deepfake \u5f71\u7247\u53ef\u8b8a\u6210\u4e00\u9805\u5f88\u597d\u7684<a href=\"https:\/\/blog.trendmicro.com.tw\/?p=101\">\u793e\u4ea4\u5de5\u7a0b\uff08social engineering\uff09<\/a>\u8a50\u9a19\u5de5\u5177\uff0c\u8b93\u53d7\u5bb3\u8005\u66f4\u5bb9\u6613\u4e0a\u7576\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"502\" height=\"443\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/deepfake3-1.jpg\" alt=\"\" class=\"wp-image-63522\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/deepfake3-1.jpg 502w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/deepfake3-1-300x265.jpg 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/deepfake3-1-30x26.jpg 30w\" sizes=\"(max-width: 502px) 100vw, 502px\" \/><\/figure>\n\n\n\n<p><br>\u4e0d\u904e\u7b2c\u4e00\u8d77\u5229\u7528 Deepfake \u6280\u8853\u7684\u57f7\u884c\u9577\u8a50\u9a19\u537b\u662f\u4f7f\u7528\u507d\u9020\u8a9e\u97f3\u7684\u578b\u614b\u3002\u4e00\u6a01 2019 \u5e74 9 \u6708\u767c\u751f\u7684\u8a50\u9a19\u4f7f\u7528 <a href=\"https:\/\/www.trendmicro.com\/vinfo\/us\/security\/news\/cyber-attacks\/unusual-ceo-fraud-via-deepfake-audio-steals-us-243-000-from-u-k-company\">Deepfake \u6280\u8853\u88fd\u4f5c\u7684\u4e00\u6bb5\u8a9e\u97f3<\/a>\u4f86\u8a98\u9a19\u82f1\u570b\u67d0\u9ad8\u968e\u7d93\u7406\u5c07 243,000 \u7f8e\u5143\u532f\u5230\u67d0\u500b\u6b79\u5f92\u6240\u958b\u8a2d\u7684\u5e33\u6236\u3002\u6839\u64da\u53d7\u5bb3\u4f01\u696d\u7684\u4fdd\u96aa\u516c\u53f8<a href=\"https:\/\/www.washingtonpost.com\/technology\/2019\/09\/04\/an-artificial-intelligence-first-voice-mimicking-software-reportedly-used-major-theft\/\">\u8868\u793a<\/a>\uff0c\u6b79\u5f92\u5728\u96fb\u8a71\u4e2d\u5047\u5192\u7684\u8072\u97f3\u4e0d\u50c5\u80fd\u6a21\u4eff\u88ab\u5192\u5145\u8005\u7684\u8072\u97f3\uff0c\u9084\u80fd\u6a21\u4eff\u5176\u8aaa\u8a71\u7684\u8a9e\u8abf\u3001\u65b7\u53e5\u53ca\u8154\u8abf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><br>\u5bc6\u78bc\u7834\u89e3\u5de5\u5177<\/h2>\n\n\n\n<p><br>\u66b4\u529b\u767b\u5165\u8207\u793e\u4ea4\u5de5\u7a0b\u662f\u5169\u500b\u6b77\u53f2\u60a0\u4e45\u4f46\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u4ecd\u7d93\u5e38\u4f7f\u7528\u7684\u5e33\u865f\u99ed\u5165\u8207\u5bc6\u78bc\u7aca\u53d6\u6280\u5de7\u3002\u53e6\u6709\u4e00\u7a2e\u65b0\u7684\u6280\u5de7\u662f\u642d\u914d\u904b\u7528\u4f7f\u7528\u8005\u5728\u793e\u4ea4\u5a92\u9ad4\u4e0a\u5206\u4eab\u7684\u8cc7\u8a0a\u4f86\u505a\u70ba\u8f14\u52a9\uff0c\u56e0\u70ba\u6709\u4e9b\u4eba\u6703\u5728<a href=\"https:\/\/www.iiakm.org\/ojakm\/articles\/2017\/volume5_1\/OJAKM_Volume5_1pp27-41.pdf\">\u5e33\u865f\u5bc6\u78bc\u4e2d<\/a>\u4f7f\u7528\u4e00\u4e9b\u5176\u516c\u958b\u5206\u4eab\u7684\u8cc7\u8a0a\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u6a5f\u5668\u5b78\u7fd2\u5728\u5bc6\u78bc\u7834\u89e3\u4e0a\u7684\u61c9\u7528\uff0c\u4e5f\u662f\u4e00\u500b\u4f7f\u7528\u8005\u548c\u4f01\u696d\u7686\u61c9\u5bc6\u5207\u95dc\u6ce8\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<p><br>\u65e9\u5728 2017 \u5e74\u5c31\u6709\u4e00\u500b\u540d\u70ba <a href=\"https:\/\/arxiv.org\/pdf\/1709.00440.pdf\">PassGAN<\/a> \u7684\u7a0b\u5f0f\u80fd\u5920\u731c\u51fa\u4e00\u4e9b\u4e0d\u6613\u731c\u6e2c\u7684\u5bc6\u78bc\uff0c\u8b49\u660e\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u78ba\u5be6\u53ef\u80fd\u906d\u6b79\u5f92\u7528\u5728\u5bc6\u78bc\u7834\u89e3\u7528\u9014\u3002\u7f8e\u570b\u7d10\u6fa4\u897f\u5dde Stevens Institute of Technology \u7684\u5c08\u5bb6\u5229\u7528\u4e00\u5957\u64c1\u6709\u5169\u5957\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\u7684 GAN \u518d\u642d\u914d\u8a72\u7a0b\u5f0f\uff0c\u5c31\u80fd\u731c\u51fa\u6bd4 HashCat \u548c John the Ripper \u9019\u5169\u500b\u5bc6\u78bc\u7834\u89e3\u5de5\u5177\u66f4\u591a\u7684\u4f7f\u7528\u8005\u5bc6\u78bc\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"710\" height=\"419\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/deepfake4.jpg\" alt=\"\" class=\"wp-image-63524\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/deepfake4.jpg 710w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/deepfake4-300x177.jpg 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/deepfake4-30x18.jpg 30w\" sizes=\"(max-width: 710px) 100vw, 710px\" \/><\/figure>\n\n\n\n<p><br>\u70ba\u4e86\u6bd4\u8f03 PassGAN \u548c HashCat \u8207 John the Ripper \u7684\u80fd\u529b\uff0c\u958b\u767c\u4eba\u54e1\u5c07\u4f86\u81ea &nbsp;<a href=\"https:\/\/www.theregister.co.uk\/2010\/01\/21\/lame_passwords_exposed_by_rockyou_hack\/\">2010 \u5e74 RockYou \u8cc7\u6599\u5916\u6d29\u4e8b\u4ef6<\/a>\u7684 3,200 \u842c\u500b\u5bc6\u78bc\u8f38\u5165\u8a72\u7cfb\u7d71\uff0c\u85c9\u6b64\u7522\u751f\u6578\u767e\u842c\u500b\u65b0\u7684\u5bc6\u78bc\u3002\u63a5\u8457\uff0c\u518d\u7528\u9019\u4e9b\u7522\u751f\u51fa\u4f86\u7684\u5bc6\u78bc\u53bb\u7834\u89e3\u4f86\u81ea <a href=\"https:\/\/www.theregister.co.uk\/2016\/05\/24\/linkedin_password_leak_hack_crack\/\">2016 \u5e74 LinkedIn \u8cc7\u6599\u5916\u6d29\u4e8b\u4ef6<\/a>\u7684\u52a0\u5bc6\u5f8c\u5bc6\u78bc (\u96dc\u6e4a\u503c) \u6e05\u55ae\u3002<\/p>\n\n\n\n<p><br>\u7d50\u679c\uff0cPassGAN \u80fd\u5920\u7834\u89e3 LinkedIn \u8cc7\u6599\u5916\u6d29\u7576\u4e2d 12% \u7684\u5bc6\u78bc\uff0c\u800c\u5176\u4ed6\u5de5\u5177\u7684\u7834\u89e3\u7387\u5247\u5728 6% \u81f3 23% \u4e4b\u9593\u3002\u4f46\u5982\u679c\u80fd\u5c07 PassGAN \u548c Hashcat \u5169\u8005\u7d50\u5408\uff0c\u5c31\u80fd\u7834\u89e3 LinkedIn \u8cc7\u6599\u5916\u6d29\u4e8b\u4ef6\u7576\u4e2d 27% \u7684\u5bc6\u78bc\u3002\u5047\u4f7f\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u80fd\u5920\u767c\u660e\u4e00\u7a2e\u985e\u4f3c\u9019\u6a23\u6216\u66f4\u5f37\u7684\u65b9\u6cd5\uff0c\u90a3\u9ebc\u5c31\u6709\u8fa6\u6cd5\u66f4\u7a69\u5b9a\u53ef\u9760\u5730\u7834\u89e3\u4f7f\u7528\u8005\u7684\u5bc6\u78bc\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><br>\u5c0d\u6297\u5f0f\u6a5f\u5668\u5b78\u7fd2<\/h2>\n\n\n\n<p><br>\u5c0d\u6297\u5f0f\u6a5f\u5668\u5b78\u7fd2 (adversarial machine learning) \u662f\u4e00\u7a2e\u99ed\u5ba2\u53ef\u7528\u4f86\u8b93\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u5931\u9748\u7684\u6280\u5de7\u3002\u99ed\u5ba2\u53ef\u7cbe\u5fc3\u88fd\u4f5c\u4e00\u4e9b<a href=\"https:\/\/towardsdatascience.com\/adversarial-examples-in-deep-learning-be0b08a94953\">\u5c0d\u6297\u6a23\u672c<\/a>\uff0c\u5c07\u4fee\u6539\u5f8c\u7684\u8f38\u5165\u8cc7\u6599\u9935\u7d66\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\uff0c\u4f7f\u5f97\u5b83\u7121\u6cd5\u7522\u751f\u6e96\u78ba\u7684\u9810\u6e2c\u3002\u57fa\u672c\u4e0a\uff0c\u9019\u9805\u7a31\u70ba\u300c\u5c0d\u6297\u5f0f\u653b\u64ca\u300d\u7684\u6280\u5de7\u6703\u8b93\u4f01\u696d\u6240\u7528\u7684\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\u8b8a\u6210\u5c0d\u6297\u81ea\u5df1\u7684\u6575\u4eba\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"431\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/image.png\" alt=\"\" class=\"wp-image-63518\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/image.png 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/image-300x168.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/02\/image-30x17.png 30w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<p><br>\u6b64\u65b9\u6cd5\u5df2\u88ab\u8b49\u660e\u80fd\u5920\u5e72\u64fe\u8cc7\u5b89\u9632\u8b77\u6240\u7528\u7684\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\uff0c\u4f8b\u5982\u9020\u6210<a href=\"https:\/\/success.trendmicro.com\/solution\/1114356-emerging-threat-on-ptch-nople\">\u8f03\u9ad8\u7684\u8aa4\u5224\u7387<\/a>\u3002\u99ed\u5ba2\u53ef\u6545\u610f\u6ce8\u5165\u4e00\u4e9b\u5f88\u50cf\u826f\u6027\u6a94\u6848\u7684\u60e1\u610f\u7a0b\u5f0f\u4f86<a href=\"https:\/\/www.trendmicro.com\/vinfo\/ph\/security\/news\/security-technology\/new-research-reveals-how-adversarial-attacks-can-subvert-machine-learning-systems\">\u6c59\u67d3\u6a5f\u5668\u5b78\u7fd2\u7684\u8a13\u7df4\u8cc7\u6599<\/a>\u3002<\/p>\n\n\n\n<p><br>\u6b64\u5916\uff0c\u99ed\u5ba2\u9084\u53ef\u5229\u7528\u5df2\u906d\u611f\u67d3\u7684\u826f\u6027 PE \u57f7\u884c\u6a94\u6216\u5c07\u826f\u6027\u7684\u539f\u59cb\u7a0b\u5f0f\u78bc\u8207\u60e1\u610f\u7a0b\u5f0f\u78bc\u6df7\u5728\u4e00\u8d77\u7d44\u8b6f\uff0c\u4f86\u6b3a\u9a19\u8cc7\u5b89\u9632\u8b77\u6240\u7528\u7684\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u3002\u9019\u9805\u6280\u5de7\u6703\u8b93\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u8aa4\u4ee5\u70ba\u9019\u500b\u60e1\u610f\u7a0b\u5f0f\u6a23\u672c\u662f\u826f\u6027\u7684\uff0c\u4f7f\u5f97\u8cc7\u5b89\u7522\u54c1\u7121\u6cd5\u6e96\u78ba\u5075\u6e2c\u8a72\u60e1\u610f\u7a0b\u5f0f\u6a23\u672c\uff0c\u56e0\u70ba\u5176\u6a94\u6848\u7d50\u69cb\u672c\u8cea\u4e0a\u4ecd\u662f\u7531\u539f\u59cb\u7684\u826f\u6027\u6a94\u6848\u6240\u7d44\u6210\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"padding:20px\" class=\"wp-block-tnp-minimal\"><p>\u8a02\u95b1\u8cc7\u5b89\u8da8\u52e2\u96fb\u5b50\u5831:<\/p><div><div class=\"tnp tnp-subscription-minimal  \"><form action=\"https:\/\/blog.trendmicro.com.tw\/wp-admin\/admin-ajax.php?action=tnp&amp;na=s\" method=\"post\" style=\"text-align: center\"><input type=\"hidden\" name=\"nr\" value=\"minimal\">\n<input type=\"hidden\" name=\"nlang\" value=\"\">\n<input class=\"tnp-email\" type=\"email\" required name=\"ne\" value=\"\" placeholder=\"Email\"><input class=\"tnp-submit\" type=\"submit\" value=\"\u8a02\u95b1\" style=\"background-color:undefined;\">\n<\/form><\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><br>\u5982\u4f55\u5c0d\u4ed8\u4ee5\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u767c\u5c55\u51fa\u4f86\u7684\u7db2\u8def\u5a01\u8105\uff1f<\/h2>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><br>\u60f3\u8981\u5075\u6e2c\u4e26\u6514\u622a\u4efb\u4f55\u7cbe\u5bc6\u7684\u8cc7\u5b89\u5a01\u8105 (\u4f8b\u5982\u904b\u7528\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u958b\u767c\u51fa\u4f86\u7684\u5a01\u8105)\uff0c\u9996\u5148<a href=\"https:\/\/www.cpomagazine.com\/cyber-security\/ai-powered-malware-smart-phishing-and-open-source-attacks-oh-my-the-new-wave-of-hacking-in-2019-and-how-to-prevent\/\">\u7b2c\u4e00\u6b65<\/a>\u5c31\u662f\u63d0\u5347\u76e3\u63a7\u8207\u8cc7\u6599\u5206\u6790\u80fd\u529b\u3002\u53ea\u8981\u80fd\u63d0\u5347\u7db2\u8def\u8207\u4f3a\u670d\u5668\u6d3b\u52d5\u7684\u76e3\u63a7\u8ffd\u8e64\u80fd\u529b\uff0c\u5c31\u7b97\u662f\u7cbe\u5bc6\u6216\u672a\u77e5\u7684\u5a01\u8105\u4e5f\u5c07\u7121\u6240\u9041\u5f62\uff0c\u5982\u6b64\u5c31\u80fd\u5075\u6e2c\u9032\u968e\u5a01\u8105\u8207\u904b\u7b97\u5e73\u53f0\u7684\u5f31\u9ede\uff0c\u4e26\u8feb\u4f7f\u4f01\u696d\u6a5f\u69cb\u77ef\u6b63\u9019\u985e\u5f31\u9ede\uff0c\u5efa\u7acb\u66f4\u5b89\u5168\u7684 IT \u74b0\u5883\u3002<\/p>\n\n\n\n<p><br>\u5728\u9762\u5c0d PassGAN \u9019\u985e\u63a1\u7528\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u9032\u968e\u5bc6\u78bc\u7834\u89e3\u5de5\u5177\u6642\uff0c\u4f7f\u7528\u8005\u8207\u4f01\u696d\u53ef\u85c9\u7531\u96d9\u91cd\u8a8d\u8b49\u6a5f\u5236\u4f86\u964d\u4f4e\u5c0d\u5bc6\u78bc\u7684\u4f9d\u8cf4\u3002\u5176\u4e2d\u4e00\u7a2e\u65b9\u5f0f\u5c31\u662f\u4f7f\u7528<a href=\"https:\/\/searchsecurity.techtarget.com\/definition\/one-time-password-OTP\">\u4e00\u6b21\u6027\u5bc6\u78bc (OTP)<\/a>\uff0c\u7531\u7cfb\u7d71\u81ea\u52d5\u7522\u751f\u4e00\u4e32\u50c5\u7528\u65bc\u672c\u6b21\u767b\u5165\u7684\u5bc6\u78bc\u3002<\/p>\n\n\n\n<p><br>\u76ee\u524d\uff0c\u91dd\u5c0d Deepfake \u7684<a href=\"https:\/\/edition.cnn.com\/interactive\/2019\/01\/business\/pentagons-race-against-deepfakes\/\">\u9632\u8b77\u6280\u8853<\/a>\u6b63\u5728\u6301\u7e8c\u767c\u5c55\u7576\u4e2d\u3002\u70ba\u4e86\u5c0d\u6297 Deepfake \u5f71\u7247\uff0c\u7531\u7f8e\u570b\u4e94\u89d2\u5927\u5ec8\u548c SRI International \u7684\u5c08\u5bb6\u5011\u6240\u767c\u8d77\u7684\u4e00\u9805\u8a08\u756b\u6b63\u5728\u5c07\u771f\u5be6\u5f71\u7247\u8207 Deepfake \u5f71\u7247\u7684\u6a23\u672c\u9001\u5165\u96fb\u8166\u7576\u4e2d\u5206\u6790\uff0c\u85c9\u6b64\u8a13\u7df4\u96fb\u8166\u5982\u4f55\u5206\u8fa8\u507d\u9020\u5f71\u7247\u3002\u70ba\u4e86\u5075\u6e2c Deepfake \u97f3\u8a0a\uff0c\u5c08\u5bb6\u6b63\u5728\u8a13\u7df4\u96fb\u8166\u5229\u7528\u8996\u89ba\u4e0a\u7684\u4e0d\u4e00\u81f4\u6027\u4f86\u52a0\u4ee5\u5224\u5225\u3002\u81f3\u65bc Deepfake \u5f71\u97f3\u53ef\u80fd\u5165\u4fb5\u7684\u5e73\u53f0\uff0cFacebook\u3001Google\u3001Amazon \u548c\u5176\u4ed6\u6a5f\u69cb\uff0c\u6b63<a href=\"https:\/\/thenextweb.com\/artificial-intelligence\/2019\/10\/22\/amazon-joins-facebook-and-microsoft-to-fight-deepfakes\/\">\u5171\u540c\u767c\u8d77<\/a>\u4e00\u9805\u540d\u70ba\u300c<a href=\"https:\/\/deepfakedetectionchallenge.ai\/\">DeepFake \u5075\u6e2c\u6311\u6230<\/a>\u300d(DeepFake Detection Challenge\uff0c\u7c21\u7a31 DFDC) \u7684\u8a08\u756b\uff0c\u9080\u8acb\u5168\u7403\u4e00\u8d77\u5171\u540c\u958b\u767c\u53ef\u5075\u6e2c Deepfake \u548c\u5176\u4ed6\u507d\u9020\u5f71\u97f3\u5167\u5bb9\u7684\u6280\u8853\u3002<\/p>\n\n\n\n<p><br>\u9664\u6b64\u4e4b\u5916\uff0c\u5c0d\u6297\u5f0f\u653b\u64ca\u4e5f\u53ef\u5f9e<a href=\"https:\/\/blog.trendmicro.com\/trendlabs-security-intelligence\/adversarial-sample-generation-making-machine-learning-systems-robust-for-security\/\">\u958b\u767c\u66f4\u5b8c\u5584\u7684\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71<\/a>\u4f86\u9632\u7bc4\u3002\u9019\u53ef\u5f9e\u5169\u65b9\u9762\u4e0b\u624b\uff1a\u7b2c\u4e00\uff0c\u5f9e\u6a5f\u5668\u5b78\u7fd2\u7684\u8a2d\u8a08\u968e\u6bb5\u958b\u59cb\u4fbf\u53ca\u65e9\u767c\u73fe\u6f5b\u5728\u7684\u8cc7\u5b89\u6f0f\u6d1e\uff0c\u4e26\u7cbe\u78ba\u8abf\u6821\u6bcf\u4e00\u9805\u53c3\u6578\uff1b\u7b2c\u4e8c\uff0c\u7522\u751f\u4e00\u4e9b\u5c0d\u6297\u6a23\u672c\u4f86\u91cd\u65b0\u8a13\u7df4\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\uff0c\u85c9\u6b64\u63d0\u5347\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\u7684\u6548\u7387\u3002\u518d\u8005\uff0c\u7e2e\u5c0f\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\u7684\u53d7\u653b\u64ca\u9762\uff0c\u4e5f\u53ef\u6e1b\u8f15\u4e00\u4e9b\u5c0d\u6297\u5f0f\u653b\u64ca\u3002\u65e2\u7136\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u6703\u4fee\u6539\u6a23\u672c\u4f86\u523a\u63a2\u8cc7\u5b89\u9632\u8b77\u7684\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\uff0c\u90a3\u9ebc\u4f01\u696d\u53ef\u63a1\u7528<a href=\"https:\/\/www.trendmicro.tw\/business\/xgen-security.html\">\u8da8\u52e2\u79d1\u6280\u7684XGen\u5b89\u5168\u9632\u8b77\u6280\u8853<\/a>\u9019\u985e\u96f2\u7aef\u5f0f\u89e3\u6c7a\u65b9\u6848\u4f86\u5075\u6e2c\u53ca\u6514\u622a\u9019\u985e\u60e1\u610f\u523a\u63a2\u884c\u70ba\u3002<\/p>\n\n\n\n<p><br>\u4e0d\u8ad6\u653f\u5e9c\u6a5f\u95dc\u6216\u79c1\u4eba\u6a5f\u69cb (\u7279\u5225\u662f\u7db2\u8def\u8cc7\u5b89\u5ee0\u5546) \u61c9\u9810\u898b\u5230\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u904b\u7528\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u65b0\u6642\u4ee3\u5373\u5c07\u4f86\u81e8\u3002\u5982\u5f80\u5e38\u4e00\u6a23\uff0c\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u6703\u4e0d\u65b7\u958b\u767c\u66f4\u5148\u9032\u7684\u65b0\u578b\u614b\u5a01\u8105\u4f86\u7dad\u6301\u512a\u52e2\u3002\u70ba\u6b64\uff0c\u76f8\u95dc\u7684\u53cd\u5236\u6280\u8853\u4e5f\u5fc5\u9808\u4e0d\u65b7\u6301\u7e8c\u6f14\u9032\u3002\u96d6\u7136\uff0c\u5efa\u7f6e\u4e00\u5957\u91cf\u8eab\u8a02\u505a\u7684\u6280\u8853\u4f86\u5075\u6e2c\u8af8\u5982\u6b64\u985e\u7684\u5a01\u8105\u56fa\u7136\u4e0d\u932f\uff0c\u4f46\u63a1\u7528\u4e00\u5957\u591a\u5c64\u5f0f (\u4e5f\u5c31\u662f\u878d\u5408\u591a\u91cd\u6280\u8853) \u7684\u8cc7\u5b89\u9632\u79a6\uff0c\u4e26\u4e14\u8cab\u5fb9\u7db2\u8def\u8cc7\u5b89\u6700\u4f73\u5be6\u52d9\u539f\u5247\uff0c\u4f9d\u7136\u662f\u9632\u7bc4\u5404\u7a2e\u5ee3\u6cdb\u5a01\u8105\u6700\u6709\u6548\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p><br>\u539f\u6587\u51fa\u8655\uff1a<a href=\"https:\/\/www.trendmicro.com\/vinfo\/us\/security\/news\/cybercrime-and-digital-threats\/foreseeing-a-new-era-cybercriminals-using-machine-learning-to-create-highly-advanced-threats\">Foreseeing a New Era: Cybercriminals Using Machine Learning to Create Highly Advanced Threats<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u63db\u81c9\u3001\u63a7\u5236\u5634\u5507,\u690d\u5165\u5047\u9020\u7684\u97f3\u6e90\u6a94,\u6d41\u50b3\u5728\u7db2\u8def\u4e0a\u842c\u500b\u9020\u5047\u5f71\u7247,\u7528 #Deepfake #\u6df1\u507d\u6280\u8853 \u88fd\u9020\u7684\u3002\u5982\u679c\u4f60 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wpscppro_dont_share_socialmedia":false,"_wpscppro_custom_social_share_image":0,"_facebook_share_type":"","_twitter_share_type":"","_linkedin_share_type":"","_pinterest_share_type":"","_linkedin_share_type_page":"","_instagram_share_type":"","_medium_share_type":"","_threads_share_type":"","_google_business_share_type":"","_selected_social_profile":[],"_wpsp_enable_custom_social_template":false,"_wpsp_social_scheduling":{"enabled":false,"datetime":null,"platforms":[],"status":"template_only","dateOption":"today","timeOption":"now","customDays":"","customHours":"","customDate":"","customTime":"","schedulingType":"absolute"},"_wpsp_active_default_template":true},"categories":[3181,4515,2712,3455,3024,3196],"tags":[4516,2961,4517],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/63517"}],"collection":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=63517"}],"version-history":[{"count":8,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/63517\/revisions"}],"predecessor-version":[{"id":70875,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/63517\/revisions\/70875"}],"wp:attachment":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=63517"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=63517"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=63517"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}