{"id":37710,"date":"2025-02-03T02:00:54","date_gmt":"2025-02-02T18:00:54","guid":{"rendered":"https:\/\/17aitech.com\/?p=37710"},"modified":"2025-02-03T02:00:54","modified_gmt":"2025-02-02T18:00:54","slug":"acm-computing-surveys-%e6%b8%af%e5%a4%a7%e7%ad%89%e5%9f%ba%e4%ba%8e%e5%8f%af%e9%9d%a0%e6%80%a7%e8%a7%86%e8%a7%92%e7%9a%84%e6%b7%b1%e5%ba%a6%e4%bc%aa%e9%80%a0%e6%a3%80%e6%b5%8b%e7%bb%bc%e8%bf%b0","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37710","title":{"rendered":"ACM Computing Surveys | \u6e2f\u5927\u7b49\u57fa\u4e8e\u53ef\u9760\u6027\u89c6\u89d2\u7684\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u7efc\u8ff0\uff0c\u8986\u76d6\u4e3b\u6d41\u57fa\u51c6\u5e93\u3001\u6a21\u578b"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-12\" target=\"_blank\">ACM Computing Surveys | \u6e2f\u5927\u7b49\u57fa\u4e8e\u53ef\u9760\u6027\u89c6\u89d2\u7684\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u7efc\u8ff0\uff0c\u8986\u76d6\u4e3b\u6d41\u57fa\u51c6\u5e93\u3001\u6a21\u578b<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-dcd286f79c0e8f0799492c3206d666d5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-dcd286f79c0e8f0799492c3206d666d5.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section><strong>\u672c\u6587\u4f5c\u8005\u5305\u62ec\u9999\u6e2f\u5927\u5b66\u7684\u738b\u5929\u4e00\u3001Kam Pui Chow\uff0c\u6e56\u5357\u5927\u5b66\u7684\u5ed6\u946b (\u5171\u540c\u901a\u8baf)\uff0c\u572d\u5c14\u592b\u5927\u5b66\u7684\u6797\u6653\u4e1c\u548c\u9f50\u9c81\u5de5\u4e1a\u5927\u5b66 (\u5c71\u4e1c\u7701\u79d1\u5b66\u9662) \u7684\u738b\u82f1\u9f99 (\u7b2c\u4e00\u901a\u8baf)\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u57fa\u4e8e\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u5bf9\u4eba\u8138\u56fe\u50cf\u8fdb\u884c\u7f16\u8f91\u548c\u7be1\u6539\uff0c\u6df1\u5ea6\u4f2a\u9020\u7684\u53d1\u5c55\u4e3a\u4eba\u4eec\u7684\u751f\u6d3b\u5e26\u6765\u4e86\u4fbf\u5229\uff0c\u4f46\u5bf9\u5176\u9519\u8bef\u7684\u5e94\u7528\u4e5f\u540c\u65f6\u5371\u5bb3\u7740\u4eba\u4eec\u7684\u9690\u79c1\u548c\u4fe1\u606f\u5b89\u5168\u3002<\/section>\n<section><\/section>\n<section>\u8fd1\u5e74\u6765\uff0c\u9488\u5bf9\u6df1\u5ea6\u4f2a\u9020\u5bf9\u4eba\u4eec\u9690\u79c1\u5b89\u5168\u9020\u6210\u7684\u5371\u5bb3\uff0c\u867d\u7136\u9886\u57df\u5185\u7684\u7814\u7a76\u8005\u4eec\u63d0\u51fa\u4e86\u57fa\u4e8e\u4e0d\u540c\u89d2\u5ea6\u548c\u4e0d\u540c\u7b97\u6cd5\u7684\u68c0\u6d4b\u624b\u6bb5\uff0c\u4f46\u662f\u5728\u5b9e\u9645\u7684\u6df1\u5ea6\u4f2a\u9020\u76f8\u5173\u6848\u4f8b\u4e2d\uff0c\u9c9c\u6709\u68c0\u6d4b\u6a21\u578b\u88ab\u6210\u529f\u5e94\u7528\u4e8e\u53f8\u6cd5\u5224\u51b3\uff0c\u5e76\u771f\u6b63\u505a\u5230\u4fdd\u969c\u4eba\u4eec\u7684\u9690\u79c1\u5b89\u5168\u3002<\/section>\n<section><\/section>\n<section>\u8fd1\u65e5\uff0c<strong>\u4e00\u7bc7\u57fa\u4e8e\u53ef\u9760\u6027\u89c6\u89d2\u7684\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u7efc\u8ff0<\/strong>\u6536\u5f55\u5728 ACM Computing Surveys (IF=23.8)\u3002\u6587\u7ae0\u4f5c\u8005\u5206\u6790\uff0c\u5728\u5f53\u524d\u6df1\u5ea6\u4f2a\u9020\u9886\u57df\u5185\u7684\u7814\u7a76\u4e2d\uff0c\u5c1a\u7f3a\u4e4f\u4e00\u6761\u5b8c\u6574\u7684\u6865\u6881\uff0c\u53ef\u4ee5\u5c06\u6210\u719f\u7684\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u6a21\u578b\u4e0e\u5176\u5728\u5b9e\u9645\u6848\u4f8b\u4e2d\u7684\u6f5c\u5728\u5e94\u7528\u8054\u7cfb\u8d77\u6765\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-9653e024fce3bd5557c4da96b3ee6362.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-9653e024fce3bd5557c4da96b3ee6362.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aDeepfake Detection: A Comprehensive Survey from the Reliability Perspective<\/p>\n<\/li>\n<li>\n<p>arXiv \u5730\u5740: https:\/\/arxiv.org\/abs\/2211.10881<\/p>\n<\/li>\n<\/ul>\n<section>\u672c\u7efc\u8ff0\u7531\u9999\u6e2f\u5927\u5b66\u3001\u9f50\u9c81\u5de5\u4e1a\u5927\u5b66\u3001\u6e56\u5357\u5927\u5b66\u3001\u572d\u5c14\u592b\u5927\u5b66\u8054\u5408\u53d1\u5e03\uff0c\u4ece\u53ef\u9760\u6027\u7684\u89d2\u5ea6\u5168\u9762\u56de\u987e\u4e86\u5f53\u524d\u9886\u57df\u5185\u7684\u5e38\u7528\u6df1\u5ea6\u4f2a\u9020\u57fa\u51c6\u6570\u636e\u5e93 (\u8868 1) \u548c\u4ee3\u8868\u6027\u68c0\u6d4b\u6a21\u578b\uff0c\u5e76\u57fa\u4e8e\u73b0\u6709\u68c0\u6d4b\u6a21\u578b\u7684\u7c7b\u578b\u548c\u4f18\u7f3a\u70b9\uff0c\u63d0\u51fa\u4e86\u4e09\u4e2a\u503c\u5f97\u9886\u57df\u5185\u7814\u7a76\u8005\u4eec\u6301\u7eed\u63a2\u7d22\u7684\u8bdd\u9898\u548c\u6311\u6218 (\u56fe 1)\uff1a<strong>\u8fc1\u79fb\u6027\u3001\u53ef\u89e3\u91ca\u6027\u548c\u9c81\u68d2\u6027<\/strong>\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c060dc78a093759f679cb1dc11689570.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c060dc78a093759f679cb1dc11689570.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8868 1: \u4f9d\u636e\u8d28\u91cf\u3001\u591a\u6837\u6027\u3001\u96be\u5ea6\u7b49\u7279\u70b9\u800c\u5212\u5206\u7684\u4e09\u4ee3\u6df1\u5ea6\u4f2a\u9020\u57fa\u51c6\u6570\u636e\u5e93\u4fe1\u606f\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u4e09\u5927\u8bdd\u9898\u548c\u6311\u6218<\/strong><\/section>\n<section><\/section>\n<section><strong>\u8fc1\u79fb\u6027\u8bdd\u9898<\/strong>\u5173\u6ce8\u5df2\u5b8c\u6210\u8bad\u7ec3\u7684\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u6a21\u578b\u662f\u5426\u80fd\u591f\u5728\u672a\u66fe\u89c1\u8fc7\u7684\u6570\u636e\u548c\u7be1\u6539\u7b97\u6cd5\u4e0a\u4f9d\u7136\u7ef4\u6301\u4ee4\u4eba\u6ee1\u610f\u7684\u68c0\u6d4b\u51c6\u786e\u7387\u3002<\/section>\n<section><\/section>\n<section>\u8be6\u7ec6\u6765\u8bf4\uff0c\u5f53\u4e00\u4e2a\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u5668\u5728\u88ab\u5e7f\u6cdb\u4f7f\u7528\u7684 FaceForensics++ \u6570\u636e\u96c6\u4e0a\u5b8c\u6210\u8bad\u7ec3\u540e\uff0c\u9664\u4e86\u5728 FaceForensics++ \u7684\u6d4b\u8bd5\u96c6\u4e0a\u5c55\u73b0\u51fa\u8272\u7684\u68c0\u6d4b\u51c6\u786e\u7387\uff0c\u4ecd\u9700\u8981\u80fd\u591f\u5728 cross-dataset \u548c cross-manipulation \u8bbe\u5b9a\u4e0b\uff0c\u7ef4\u6301\u8f83\u4e3a\u7a33\u5b9a\u7684\u6548\u679c\u3002\u6b64\u76ee\u6807\u65e8\u5728\u907f\u514d\u9488\u5bf9\u6301\u7eed\u8fed\u4ee3\u51fa\u73b0\u7684\u65b0\u7684\u4f2a\u9020\u6570\u636e\u548c\u4f2a\u9020\u7b97\u6cd5\u65f6\u65e0\u4f11\u6b62\u5730\u589e\u52a0\u6a21\u578b\u8bad\u7ec3\u6210\u672c\u3002<\/section>\n<section><\/section>\n<section><strong>\u53ef\u89e3\u91ca\u6027\u8bdd\u9898<\/strong>\u4fa7\u91cd\u4e8e\u68c0\u6d4b\u6a21\u578b\u5728\u5224\u65ad\u771f\u4f2a\u7684\u540c\u65f6\u80fd\u5426\u989d\u5916\u63d0\u4f9b\u4ee4\u4eba\u4fe1\u670d\u7684\u8bc1\u636e\u548c\u901a\u4fd7\u6613\u61c2\u7684\u89e3\u91ca\u3002<\/section>\n<section><\/section>\n<section>\u8be6\u7ec6\u6765\u8bf4\uff0c\u5f53\u4e00\u4e2a\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u5668\u5224\u65ad\u4e00\u5f20\u56fe\u7247\u7684\u771f\u4f2a\u65f6\uff0c\u901a\u5e38\u53ea\u80fd\u63d0\u4f9b\u5bf9\u5176\u771f\u6216\u5047\u7684\u5224\u65ad\u7ed3\u8bba\uff0c\u4ee5\u53ca\u5728\u5404\u4e2a\u5b9e\u9a8c\u6570\u636e\u96c6\u4e0a\u6d4b\u8bd5\u65f6\u7684\u68c0\u6d4b\u51c6\u786e\u7387\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u9700\u8981\u4f9d\u8d56\u4e8e\u68c0\u6d4b\u6a21\u578b\u6765\u4fdd\u62a4\u4e2a\u4eba\u9690\u79c1\u4fe1\u606f\u7684\u975e\u4e13\u4e1a\u4eba\u58eb\uff0c\u80fd\u591f\u63d0\u4f9b\u9664\u51c6\u786e\u7387\u6307\u6807\u4e4b\u5916\u901a\u4fd7\u6613\u61c2\u7684\u989d\u5916\u8bc1\u636e (\u4f8b\u5982\uff0c\u88ab\u6807\u8bb0\u7684\u4f2a\u9020\u533a\u57df\u5b9a\u4f4d\u6216\u88ab\u53ef\u89c6\u5316\u7684\u4f2a\u9020\u75d5\u8ff9\u548c\u566a\u58f0) \u662f\u6781\u5176\u91cd\u8981\u7684\u3002<\/section>\n<section><\/section>\n<section><strong>\u9c81\u68d2\u6027\u8bdd\u9898<\/strong>\u5219\u57fa\u4e8e\u5df2\u6709\u7684\u5ba2\u89c2\u6a21\u578b\u68c0\u6d4b\u6548\u679c\uff0c\u7740\u773c\u4e8e\u5b9e\u9645\u751f\u6d3b\u573a\u666f\uff0c\u5173\u6ce8\u6df1\u5ea6\u4f2a\u9020\u7d20\u6750\u5728\u4f20\u64ad\u4e2d\u906d\u53d7\u4e3b\u89c2\u548c\u5ba2\u89c2\u753b\u8d28\u635f\u5931\u540e\uff0c\u662f\u5426\u4f9d\u7136\u53ef\u4ee5\u88ab\u68c0\u6d4b\u5668\u6b63\u786e\u5224\u65ad\u3002<\/section>\n<section><\/section>\n<section>\u8be6\u7ec6\u6765\u8bf4\uff0c\u6df1\u5ea6\u4f2a\u9020\u7d20\u6750\u7684\u5371\u5bb3\u968f\u7740\u5176\u5728\u7f51\u7edc\u4e2d\u7684\u6301\u7eed\u6027\u4f20\u64ad\u800c\u4e0d\u65ad\u589e\u52a0\uff0c\u800c\u5728\u4e0a\u4f20\u3001\u4e0b\u8f7d\u3001\u8f6c\u8f7d\u7b49\u4f20\u64ad\u8fc7\u7a0b\u4e2d\uff0c\u53d7\u4e0d\u540c\u5e73\u53f0\u5bf9\u7d20\u6750\u5c5e\u6027\u7684\u9650\u5236\u548c\u534f\u8bae\u8981\u6c42\uff0c\u8be5\u7d20\u6750\u5c06\u4e0d\u53ef\u907f\u514d\u5730\u906d\u53d7\u8d28\u91cf\u4e0a\u7684\u6298\u635f\u548c\u964d\u4f4e\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5f53\u653b\u51fb\u8005 (\u5373\u6df1\u5ea6\u4f2a\u9020\u7d20\u6750\u7684\u5236\u9020\u8005) \u5df2\u77e5\u9886\u57df\u5185\u5df2\u6709\u9488\u5bf9\u5404\u7c7b\u6df1\u5ea6\u4f2a\u9020\u7b97\u6cd5\u7684\u68c0\u6d4b\u624b\u6bb5\u65f6\uff0c\u5176\u4f1a\u523b\u610f\u5411\u4f2a\u9020\u7684\u7d20\u6750\u5185\u6709\u9488\u5bf9\u6027\u5730\u6dfb\u52a0\u80fd\u591f\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u6270\u4e71\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u5668\u7684\u566a\u58f0\u3002\u4ee5\u4e0a\u4e24\u7c7b\u60c5\u51b5\uff0c\u90fd\u9700\u8981\u4f9d\u8d56\u4e8e\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u6a21\u578b\u7684\u9c81\u68d2\u6027\uff0c\u4ece\u800c\u53ef\u4ee5\u6301\u7eed\u5730\u5728\u5b9e\u9645\u751f\u6d3b\u6848\u4f8b\u4e2d\u53d1\u6325\u4f5c\u7528\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-381ffef9f686c1ac8fbfeb81b0ed61aa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-381ffef9f686c1ac8fbfeb81b0ed61aa.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 1 : \u5173\u4e8e\u4e09\u79cd\u8bdd\u9898\u548c\u6311\u6218\u7684\u9610\u8ff0<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u8bc4\u4f30\u4e0e\u5b9e\u9a8c<br \/><\/strong><\/section>\n<section><\/section>\n<section>\u9664\u4e86\u6df1\u5165\u63a2\u8ba8\u4e09\u4e2a\u8bdd\u9898\u548c\u6311\u6218\u7684\u610f\u4e49\u4ee5\u53ca\u7efc\u8ff0\u6027\u5730\u603b\u7ed3\u9886\u57df\u5185\u7684\u76f8\u5173\u5de5\u4f5c\u4e4b\u5916\uff0c\u672c\u6587\u8fd8\u7740\u91cd\u63d0\u51fa\u4e86\u4e00\u4e2a<strong>\u9488\u5bf9\u6a21\u578b\u53ef\u9760\u6027\u7684\u8bc4\u4f30\u65b9\u6cd5\u00a0<\/strong>(\u56fe 2)\u3002<\/section>\n<section><\/section>\n<section>\u8be5\u65b9\u6cd5\u53d7\u5230\u53f8\u6cd5\u9274\u5b9a\u4e2d\u5bf9 DNA \u6bd4\u5bf9\u8fc7\u7a0b\u7684\u542f\u53d1\uff0c\u901a\u8fc7\u6a21\u62df\u548c\u6784\u5efa\u771f\u5b9e\u4e16\u754c\u4e2d\u7684\u6df1\u5ea6\u4f2a\u9020\u6570\u636e\u7684\u603b 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href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c7294072b3166424d6b4d6e65eba26e9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c7294072b3166424d6b4d6e65eba26e9.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 2: \u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u6a21\u578b\u53ef\u9760\u6027\u5206\u6790\u7b97\u6cd5\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u8be5\u7efc\u8ff0\u5c06\u5b9e\u9a8c\u4e2d\u7684\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u6a21\u578b\u5e94\u7528\u5728\u53d7\u5bb3\u8005\u5206\u522b\u4e3a\u660e\u661f\u3001\u653f\u5ba2\u3001\u666e\u901a\u4eba\u7684\u5b9e\u9645\u6df1\u5ea6\u4f2a\u9020\u6848\u4f8b\u4e2d\u7684\u5047\u89c6\u9891\u8fdb\u884c\u9274\u4f2a\u548c\u5206\u6790\uff0c\u5e76\u9488\u5bf9\u68c0\u6d4b\u7ed3\u679c\u63d0\u4f9b\u57fa\u4e8e\u7279\u5b9a\u7f6e\u4fe1\u5ea6\u6761\u4ef6\u4e0b\u7684\u6a21\u578b\u68c0\u6d4b\u51c6\u786e\u7387\u7ed3\u8bba (\u56fe 3)\u3002<\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u5f53\u524d\u9886\u57df\u5185\u7684\u73b0\u5b58\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u6a21\u578b\u5206\u522b\u5728\u8fc1\u79fb\u6027\u3001\u53ef\u89e3\u91ca\u6027\u3001\u9c81\u68d2\u6027\u8bdd\u9898\u65b9\u9762\u5404\u6709\u5efa\u6811\uff0c\u4f46\u5f53\u4ee4\u5176\u517c\u987e\u4e24\u4e2a\u6216\u4e09\u4e2a\u8bdd\u9898\u548c\u6311\u6218\u65f6\uff0c\u5728\u6a21\u578b\u6548\u679c\u4e0a\u5219\u5c55\u73b0\u51fa\u4e86\u663e\u8457\u7684\u6743\u8861\u548c\u53d6\u820d\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u901a\u5e38\u6765\u8bf4\uff0c\u4eba\u4eec\u5e0c\u671b\uff0c\u4e00\u4e2a\u53ef\u9760\u7684\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u6a21\u578b\u5e94\u540c\u65f6\u5177\u5907\u826f\u597d\u7684\u8fc1\u79fb\u6027\u3001\u901a\u4fd7\u6613\u61c2\u7684\u53ef\u89e3\u91ca\u6027\u3001\u7a33\u5b9a\u7684\u9c81\u68d2\u6027\uff0c\u4ee5\u4fbf\u80fd\u591f\u5728\u5b9e\u9645\u751f\u6d3b\u4e2d\u7684\u6df1\u5ea6\u4f2a\u9020\u6848\u4f8b\u4e2d\u4fdd\u62a4\u548c\u4fdd\u969c\u53d7\u5bb3\u8005\u7684\u9690\u79c1\u5b89\u5168\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u672c\u7efc\u8ff0\u8bba\u6587\u6240\u603b\u7ed3\u7684\u7406\u5ff5\u3001\u53d1\u73b0\u3001\u7ed3\u8bba\u4e5f\u4e3a\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u9886\u57df\u7684\u7814\u7a76\u8005\u4eec\u63d0\u4f9b\u4e86\u65b0\u7684\u7814\u7a76\u6311\u6218\u4e0e\u7814\u7a76\u65b9\u5411\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e31255226dd77445c3c667597a06baaf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e31255226dd77445c3c667597a06baaf.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 3: \u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u6a21\u578b\u5728\u56db\u4e2a\u5b9e\u9645\u6848\u4f8b\u4e2d\u7684\u89c6\u9891\u4e0a\u7684\u68c0\u6d4b\u7ed3\u679c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684 95% \u7f6e\u4fe1\u5ea6\u53ef\u9760\u6027\u7ed3\u8bba\u3002<\/sup><\/em><\/section>\n<section><em><br \/><\/em><\/section>\n<section><strong>\u7b2c\u4e00\u4f5c\u8005\u4fe1\u606f<\/strong><\/section>\n<section><\/section>\n<section>\u738b\u5929\u4e00\uff0c\u672c\u79d1\u6bd5\u4e1a\u4e8e\u7f8e\u56fd\u534e\u76db\u987f\u5927\u5b66\u897f\u96c5\u56fe\u5206\u6821\uff0c\u4fee\u4e60\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u5e94\u7528\u6570\u5b66\u53cc\u4e13\u4e1a\uff1b\u535a\u58eb\u6bd5\u4e1a\u4e8e\u9999\u6e2f\u5927\u5b66\uff0c\u7814\u7a76\u65b9\u5411\u4e3a\u591a\u5a92\u4f53\u53d6\u8bc1\uff1b\u73b0\u4e3a\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u5728\u804c\u535a\u58eb\u540e\u7814\u7a76\u5458\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-dcab67f0f37b447427ad9d26ea0a9d9d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-dcab67f0f37b447427ad9d26ea0a9d9d.png\"><\/a><\/section>\n<section><em><sup>\u5f15\u7528\u4fe1\u606f<\/sup><\/em><\/section>\n<section><em><sup>Tianyi Wang, Xin Liao, Kam Pui Chow, Xiaodong Lin, and Yinglong Wang. 2024. Deepfake Detection: A Comprehensive Survey from the Reliability Perspective. ACM Comput. Surv. 57, 3, Article 58 (March 2025), 35 pages. https:\/\/doi.org\/10.1145\/3699710<\/sup><\/em><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-12\" target=\"_blank\">ACM Computing Surveys | \u6e2f\u5927\u7b49\u57fa\u4e8e\u53ef\u9760\u6027\u89c6\u89d2\u7684\u6df1\u5ea6\u4f2a\u9020\u68c0\u6d4b\u7efc\u8ff0\uff0c\u8986\u76d6\u4e3b\u6d41\u57fa\u51c6\u5e93\u3001\u6a21\u578b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:ACM Computi [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[81],"class_list":["post-37710","post","type-post","status-publish","format-standard","hentry","category-news","tag-81"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - 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