{"id":4653,"date":"2024-04-11T04:21:00","date_gmt":"2024-04-10T19:21:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4653"},"modified":"2024-04-11T04:21:00","modified_gmt":"2024-04-10T19:21:00","slug":"deepfake-generation-and-detection-a-benchmark-and-survey","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4653","title":{"rendered":"Deepfake Generation and Detection: A Benchmark and Survey"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Deepfake Generation and Detection: A Benchmark and Survey\u00a0<\/strong>[138.0]<br>\u3053\u306e\u8abf\u67fb\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306e\u767a\u751f\u3068\u691c\u51fa\u306e\u6700\u65b0\u306e\u5c55\u958b\u3092\u5305\u62ec\u7684\u306b\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u3002 \u4ee3\u8868\u7684\u306a4\u3064\u306e\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u5206\u91ce(\u9854\u30b9\u30ef\u30c3\u30d7\u3001\u9854\u518d\u73fe\u3001\u8a71\u3057\u9854\u751f\u6210\u3001\u9854\u5c5e\u6027\u7de8\u96c6\u3001\u5916\u56fd\u691c\u51fa)\u306e\u7814\u7a76\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.17881v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.17881v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 26 Mar 2024 17:12:34 GMT)<\/li>\n\n\n\n<li>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306e\u751f\u6210\u30fb\u691c\u77e5\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002\u691c\u51fa\u306b\u3064\u3044\u3066\u300cMost detection models follow a generic approach targeting common operational steps of a specific forgery method, such as the integration phase in face swapping or assessing temporal inconsistencies, but this manner limits the model\u2019s generalization capabilities.\u300d\u3068\u3044\u3046\u306e\u306f\u91cd\u8981\u306a\u6307\u6458<\/li>\n\n\n\n<li>\u5305\u62ec\u7684\u306a\u30b5\u30fc\u30d9\u30a4\u3067\u3042\u308b\u3068\u3068\u3082\u306b\u3001\u5404\u624b\u6cd5\u306e\u30b9\u30b3\u30a2\u3082\u307e\u3068\u307e\u3063\u3066\u3044\u308b\u306e\u304c\u5927\u5909\u3042\u308a\u304c\u305f\u3044\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[107,387,517],"class_list":["post-4653","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-deepfake","tag-survey","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4653","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4653"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4653\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4653"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4653"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4653"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}