{"id":11237,"date":"2020-03-25T13:48:40","date_gmt":"2020-03-25T05:48:40","guid":{"rendered":"https:\/\/www.kaspersky.com.cn\/blog\/?p=11237"},"modified":"2020-03-25T18:18:33","modified_gmt":"2020-03-25T10:18:33","slug":"rsa2020-deepfakes-mitigation","status":"publish","type":"post","link":"https:\/\/www.kaspersky.com.cn\/blog\/rsa2020-deepfakes-mitigation\/11237\/","title":{"rendered":"\u5982\u4f55\u964d\u4f4eDeepfake\u7684\u5f71\u54cd"},"content":{"rendered":"<p>Deepfake\uff08AI\u6362\u8138\uff09\u662f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u8fd1\u671f\u53d1\u5c55\u7684\u4e00\u4e2a\u4e0d\u5e78\u4ea7\u7269\u3002\u8fd1\u5e74\u6765\uff0c\u7531\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u751f\u6210\u7684\u5047\u89c6\u9891\u548c\u5047\u56fe\u7247\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u5173\u6ce8\u3002\u827e\u8389\u838e\u00b7\u7c73\u52d2\uff08Alyssa Miller\uff09\u57282020\u5e74RSA\u5927\u4f1a\u4e0a\u53d1\u8868\u4e86\u9898\u4e3a<a href=\"https:\/\/published-prd.lanyonevents.com\/published\/rsaus20\/sessionsFiles\/17299\/2020_USA20_SBX1-W5_01_Losing-Our-Reality-How-Deepfakes-Threaten-Businesses-and-Global-Markets.pdf\" target=\"_blank\" rel=\"noopener nofollow\">\u201c\u6d88\u901d\u7684\u73b0\u5b9e\u201d<\/a>\u7684\u6f14\u8bb2\uff0c\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u5373\u4fbf\u4e0d\u662f\u9009\u4e3e\u5e74\uff0cDeepfake\u89c6\u9891\u4e5f\u4f1a\u662f\u4e00\u79cd\u666e\u904d\u5a01\u80c1\uff0c\u4ee5\u53ca\u5f53\u4f60\u7684\u4f01\u4e1a\u53d7\u5230\u8fd9\u6837\u7684\u653b\u51fb\u65f6\uff0c\u4f60\u53ef\u4ee5\u505a\u4e9b\u4ec0\u4e48\u6765\u51cf\u8f7b\u5b83\u6240\u5e26\u6765\u7684\u5f71\u54cd\u3002<\/p>\n<h2>Deepfake\u5236\u4f5c\u539f\u7406<\/h2>\n<p>\u6700\u5e38\u89c1\u7684Deepfake\u5236\u4f5c\u65b9\u6cd5\u662f\u4f7f\u7528GAN\uff0c\u5373\u751f\u6210\u5f0f\u5bf9\u6297\u7f51\u7edc\uff08Generative Adversarial 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href=\"https:\/\/www.kaspersky.com\/blog\/machine-learning-fake-voice\/28870\/\" target=\"_blank\" rel=\"noopener nofollow\">\u4e0d\u6cd5\u5206\u5b50\u4f7f\u7528Deepfake\u5236\u4f5c\u5047\u97f3\u9891<\/a><\/u>\u4e86\u3002<\/p>\n<h2>Deepfake\u6709\u591a\u771f<\/h2>\n<p>\u65e9\u671f\u7684Deepfake\u89c6\u9891\u770b\u8d77\u6765\u5f88\u53ef\u7b11\uff0c\u4f46\u5982\u4eca\u8fd9\u9879\u6280\u672f\u5df2\u7ecf\u53d1\u5c55\u5230\u8db3\u4ee5\u8ba9\u89c6\u9891\u62e5\u6709\u60ca\u4eba\u7684\u8bf4\u670d\u529b\u30022018\u5e74\u6700\u5f15\u4eba\u6ce8\u76ee\u7684Deepfake\u4f5c\u54c1\u4e4b\u4e00\u5c31\u662f<u><a href=\"https:\/\/www.youtube.com\/watch?v=cQ54GDm1eL0\" target=\"_blank\" rel=\"noopener nofollow\">\u201c\u5965\u5df4\u9a6c\u201d<\/a><\/u>\u53d1\u8868\u6709\u5173Deepfake\u8a00\u8bba\u7684\u89c6\u9891(\u5916\u52a0\u4e00\u4e9b\u5bf9\u73b0\u4efb\u7f8e\u56fd\u603b\u7edf\u7684\u8c03\u4f83)\u3002\u57282019\u5e74\u7684\u5e74\u4e2d\uff0c\u6211\u4eec\u53c8\u770b\u5230\u4e86\u4e00\u6bb5<u><a 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style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" type=\"text\/html\" width=\"640\" height=\"390\" src=\"https:\/\/www.youtube.com\/embed\/5rPKeUXjEvE?version=3&amp;rel=1&amp;fs=1&amp;showsearch=0&amp;showinfo=1&amp;iv_load_policy=1&amp;wmode=transparent\" frameborder=\"0\" allowfullscreen=\"true\"><\/iframe><\/span><\/p>\n<p>Sham00k\u5728\u5e55\u540e\u89c6\u9891\u4e2d\u8868\u793a\uff0c\u201d\u6574\u4e2a\u89c6\u9891\u7684\u5236\u4f5c\u8017\u65f6\u8d85\u8fc7250\u4e2a\u5c0f\u65f6\uff0c\u4f7f\u7528\u4e861200\u4e2a\u5c0f\u65f6\u7684\u7d20\u6750\uff0c30\u4e07\u5f20\u56fe\u7247\u548c\u8fd11tb\u7684\u6570\u636e\u3002\u201d\u4e5f\u5c31\u662f\u8bf4\uff0c\u5236\u4f5c\u8fd9\u6837\u4e00\u90e8\u5f71\u7247\u5e76\u975e\u6613\u4e8b\u3002\u4f46\u8fd9\u79cd\u4ee5\u5047\u4e71\u771f\u7684\u89c6\u9891\u4e2d\u6240\u4f20\u9012\u7684\u865a\u5047\u4fe1\u606f\u5f88\u53ef\u80fd\u4f1a\u5bf9\u771f\u5b9e\u4e16\u754c\uff08\u5982\u9009\u4e3e\uff09\u4ea7\u751f\u5de8\u5927\u5f71\u54cd\uff0c\u4e0e\u5176\u9020\u6210\u7684\u7ed3\u679c\u76f8\u6bd4\uff0c\u6574\u4e2a\u8fc7\u7a0b\u5b9e\u5728\u662f\u5bb9\u6613\u5f97\u53ef\u6015\uff0c\u800c\u4e14\u6210\u672c\u4e5f\u5f88\u4f4e\u3002<\/p>\n<p>\u51fa\u4e8e\u8fd9\u4e2a\u539f\u56e0\uff0c\u51e0\u4e4e\u5728\u4e0a\u8ff0\u89c6\u9891\u53d1\u5e03\u7684\u540c\u65f6\uff0c<a href=\"https:\/\/www.theverge.com\/2019\/10\/7\/20902884\/california-deepfake-political-ban-election-2020\" target=\"_blank\" rel=\"noopener nofollow\">\u52a0\u5dde\u5c31\u9881\u53d1\u4e86\u7981\u4ee4\uff0c\u7981\u6b62\u5728\u9009\u4e3e\u5b63\u64ad\u653e\u653f\u6cbb\u6027\u7684Deepfake\u89c6\u9891<\/a>\u3002\u7136\u800c\u6362\u8138\u89c6\u9891\u7684\u95ee\u9898\u5e76\u6ca1\u6709\u5f97\u5230\u89e3\u51b3\u3002\u5bf9\u4e8eDeepfake\u7684\u521d\u7ea7\u521b\u4f5c\u8005\u6765\u8bf4\uff0c\u8fd9\u79cd\u89c6\u9891\u662f\u80fd\u591f\u7528\u4e8e\u653f\u6cbb\u8bbd\u523a\u7684\u4e00\u79cd\u8868\u8fbe\u5f62\u5f0f\uff0c\u800c\u52a0\u5dde\u7684\u7981\u4ee4\u5e76\u6ca1\u6709\u4fdd\u62a4\u4eba\u7fa4\u7684\u8a00\u8bba\u81ea\u7531\u3002<\/p>\n<p>\u7b2c\u4e8c\u4e2a\u95ee\u9898\u5219\u662f\u4ece\u6280\u672f\u6027\u548c\u5b9e\u7528\u6027\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u4eba\u4eec\u7a76\u7adf\u8be5\u5982\u4f55\u51c6\u786e\u5730\u5206\u8fa8Deepfake\u89c6\u9891\u548c\u771f\u5b9e\u89c6\u9891?<\/p>\n<h2>\u5982\u4f55\u5206\u8fa8Deepfake\u89c6\u9891<\/h2>\n<p>\u673a\u5668\u5b66\u4e60\u4e00\u76f4\u662f\u6280\u672f\u9886\u57df\u91cc\u6700\u70ed\u95e8\u7684\u8bdd\u9898\uff0c\u800c\u5f53\u6781\u5177\u6311\u6218\u6027\u548c\u8da3\u5473\u6027\u7684Deepfake\u95ee\u9898\u51fa\u73b0\u65f6\uff0c\u8db3\u4ee5\u5438\u5f15\u5168\u4e16\u754c\u7edd\u5927\u591a\u6570\u79d1\u5b66\u5bb6\u6295\u8eab\u5176\u4e2d\u3002\u51fa\u4e8e\u4ee5\u4e0a\u539f\u56e0\uff0c\u6709\u5f88\u591a\u7814\u7a76\u9879\u76ee\u90fd\u96c6\u4e2d\u5728\u5982\u4f55\u4f7f\u7528\u56fe\u50cf\u5206\u6790\u6765\u68c0\u6d4bDeepfake\u89c6\u9891\u3002<\/p>\n<p>\u4ee5\u4e00\u7bc7\u53d1\u8868\u57282018\u5e746\u6708\u7684\u8bba\u6587\u4e3a\u4f8b\uff0c\u5b83\u63cf\u8ff0\u4e86<a href=\"https:\/\/arxiv.org\/pdf\/1806.02877.pdf\" target=\"_blank\" rel=\"noopener nofollow\">\u5206\u6790\u7728\u773c<\/a>\u8fd9\u4e2a\u52a8\u4f5c\u5bf9\u4e8e\u68c0\u6d4bDeepfake\u89c6\u9891\u7684\u4f5c\u7528\u3002\u5176\u57fa\u672c\u903b\u8f91\u662f\uff0c\u4eba\u4eec\u7728\u773c\u7684\u7167\u7247\u6570\u91cf\u76f8\u5bf9\u8f83\u5c11\uff0c\u56e0\u6b64\u662f\u4e0d\u8db3\u4ee5\u652f\u6301\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\u7684\u3002\u4e8b\u5b9e\u4e0a\uff0c\u5728\u8bba\u6587\u53d1\u8868\u540c\u671f\u7684Deepfake\u89c6\u9891\u4e2d\uff0c\u4eba\u7728\u773c\u7684\u6b21\u6570\u5c11\u5f97\u8ba9\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002\u5c3d\u7ba1\u8fd9\u79cd\u5dee\u5f02\u5f88\u96be\u7528\u8089\u773c\u5bdf\u89c9\uff0c\u4f46\u5374\u5bf9\u4e8e\u8ba1\u7b97\u673a\u5206\u6790\u5374\u80fd\u591f\u8d77\u5230\u5e2e\u52a9\u4f5c\u7528\u3002<\/p>\n<p>2018\u5e7411\u6708\u63d0\u4ea4\u7684\u4e24\u7bc7\u8bba\u6587\u8868\u793a\u53ef\u4ee5\u5728\u89c6\u9891\u4e2d<a href=\"https:\/\/arxiv.org\/abs\/1811.00656\" target=\"_blank\" rel=\"noopener nofollow\">\u67e5\u627e\u9762\u90e8\u626d\u66f2<\/a>\u548c\u4e0d\u8fde\u8d2f\u7684\u5934\u90e8\u59ff\u52bf\u3002\u53e6\u4e00\u7bc72019\u5e74\u7684\u8bba\u6587\u4e2d\u4ecb\u7ecd\u4e86\u4e00\u79cd\u80fd\u591f\u5206\u6790\u4e2a\u4f53\u8bf4\u8bdd\u65f6\u5178\u578b<u><a href=\"http:\/\/openaccess.thecvf.com\/content_CVPRW_2019\/papers\/Media%252520Forensics\/Agarwal_Protecting_World_Leaders_Against_Deep_Fakes_CVPRW_2019_paper.pdf\" target=\"_blank\" rel=\"noopener 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