{"id":4720,"date":"2022-03-01T16:32:24","date_gmt":"2022-03-01T07:32:24","guid":{"rendered":"https:\/\/gri.jp\/media\/?p=4720"},"modified":"2022-03-01T16:34:44","modified_gmt":"2022-03-01T07:34:44","slug":"ai%e3%81%a7%e7%94%9f%e6%88%90%e3%81%97%e3%81%9f%e3%83%95%e3%82%a7%e3%82%a4%e3%82%af%e3%82%b3%e3%83%b3%e3%83%86%e3%83%b3%e3%83%84%e3%81%ab%e9%a9%9a%e3%81%8d%e3%83%bb%e5%ae%9f%e3%81%af%e6%9c%89%e7%9b%8a","status":"publish","type":"post","link":"https:\/\/gri.jp\/media\/entry\/4720","title":{"rendered":"AI\u3067\u751f\u6210\u3057\u305f\u30d5\u30a7\u30a4\u30af\u30b3\u30f3\u30c6\u30f3\u30c4\u306b\u9a5a\u304d\u30fb\u5b9f\u306f\u6709\u76ca\u306a\u4f7f\u3044\u65b9\u3082\u591a\u3044"},"content":{"rendered":"<h2>AI\u306b\u3088\u308b\u5236\u4f5c\u300c\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u300d\u304c\u793e\u4f1a\u306b\u4e0e\u3048\u308b\u30a4\u30f3\u30d1\u30af\u30c8<\/h2>\n<p>AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u306f\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u4e88\u6e2c\u3084\u8b58\u5225\u306b\u6d3b\u7528\u3055\u308c\u308b\u3068\u3044\u3046\u30a4\u30e1\u30fc\u30b8\u304c\u5f37\u3044\u4e2d\u3001\u8fd1\u5e74\u3067\u306f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7528\u3044\u3066\u3001\u753b\u50cf\u3001\u52d5\u753b\u3001\u97f3\u58f0\u3001\u6587\u7ae0\u3092\u65b0\u3057\u304f\u751f\u307f\u51fa\u3059\u6280\u8853\u304c\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u300c\u751f\u6210\u30bf\u30b9\u30af\u300d\u3068\u547c\u3070\u308c\u3001\u3053\u308c\u3092\u62c5\u3063\u3066\u3044\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7528\u3044\u305f\u30e2\u30c7\u30eb\u306f\u300c\u6df1\u5c64\u751f\u6210\u30e2\u30c7\u30eb\u300d\u3068\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n<p>\u3072\u3068\u6614\u524d\u306f\u3001\u753b\u50cf\u7de8\u96c6\u30bd\u30d5\u30c8\u306b\u3088\u3063\u3066\u507d\u7269\u753b\u50cf\u304c\u4f5c\u6210\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u4eca\u3067\u306f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u6280\u8853\u304c\u767a\u5c55\u3057\u3001\u4ee5\u524d\u3068\u6bd4\u3079\u7269\u306b\u306a\u3089\u306a\u3044\u30af\u30aa\u30ea\u30c6\u30a3\u306e\u300c\u30d5\u30a7\u30a4\u30af\u30b3\u30f3\u30c6\u30f3\u30c4\u300d\u304c\u4f5c\u6210\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u306e\u4e2d\u3067\u6700\u3082\u6709\u540d\u306a\u3082\u306e\u306f\u300c<strong>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af<\/strong>\u300d\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306b\u3088\u3063\u3066\u3001\u753b\u50cf\u30fb\u52d5\u753b\u306e\u4eba\u7269\u306e\u9854\u3092\u5225\u306e\u9854\u3068\u5dee\u3057\u66ff\u3048\u308b\u3001\u4e8c\u4eba\u306e\u9854\u306e\u7279\u5fb4\u3092\u30df\u30c3\u30af\u30b9\u3059\u308b\u3001\u5b9f\u5728\u3057\u306a\u3044\u4eba\u7269\u306e\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u306a\u3069\u3001\u96e3\u6613\u5ea6\u3082\u4e0a\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306e\u4e8b\u4f8b<\/h2>\n<p>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306b\u3088\u3063\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30af\u30aa\u30ea\u30c6\u30a3\u306e\u9ad8\u3044\u52d5\u753b\u304c\u751f\u6210\u3055\u308c\u307e\u3057\u305f\u3002\u4ed6\u306b\u3082\u6570\u591a\u304f\u306e\u4e8b\u4f8b\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>2018\u5e74\u3001\u6620\u753b\u76e3\u7763\u306e\u30b8\u30e7\u30fc\u30c0\u30f3\u30fb\u30d4\u30fc\u30eb\u3068\u5f7c\u306e\u6620\u50cf\u5236\u4f5c\u4f1a\u793e\u304c\u7cbe\u5de7\u306b\u4f5c\u6210\u3057\u305f\u3001\u30d0\u30e9\u30af\u30fb\u30aa\u30d0\u30de\u5143\u7c73\u56fd\u5927\u7d71\u9818\u306b\u3088\u308b\u30c8\u30e9\u30f3\u30d7\u5143\u5927\u7d71\u9818\u3078\u306e\u66b4\u8a00\u3092\u6652\u3057\u305f\u30d5\u30a7\u30a4\u30af\u52d5\u753b[1]<\/li>\n<li>2019\u5e74\u3001Facebook\u793e\uff08\u73fe\uff1aMeta\u793e\uff09CEO\u306e\u30de\u30fc\u30af\u30fb\u30b6\u30c3\u30ab\u30fc\u30d0\u30fc\u30b0\u6c0f\u306e\u30b9\u30d4\u30fc\u30c1\u3092\u507d\u9020\u3057\u305f\u30d5\u30a7\u30a4\u30af\u52d5\u753b[2]<\/li>\n<li>SNS\u3067\u62e1\u6563\u3055\u308c\u305f\u3001\u6709\u540d\u4ff3\u512a\u306e\u30d5\u30a7\u30a4\u30af\u52d5\u753b[3]<\/li>\n<\/ul>\n<p>\u753b\u50cf\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u30d5\u30a7\u30a4\u30af\u6280\u8853\u304c\u5c55\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u97f3\u58f0\u306b\u95a2\u3057\u3066\u306f\u3001\u300c\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u30dc\u30a4\u30b9\u300d\u3002\u8a00\u8a9e\u306b\u95a2\u3057\u3066\u306f\u9ad8\u5ea6\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u3088\u308b\u81ea\u52d5\u6587\u7ae0\u751f\u6210\uff08\u697d\u8b5c\u306e\u5236\u4f5c\u307e\u3067\u3067\u304d\u308b\uff01\uff09\u304c\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u53c2\u8003<\/strong><br \/>\n[1] <a href=\"https:\/\/youtu.be\/cQ54GDm1eL0\" target=\"_blank\" rel=\"noopener\">Obama fake movie<\/a><br \/>\n[2] <a href=\"https:\/\/www.instagram.com\/p\/ByaVigGFP2U\/?utm_source=ig_embed&amp;ig_rid=99152abc-369e-447e-b0c2-0d6d36032fcf\" target=\"_blank\" rel=\"noopener\">Facebook CEO fake movie<\/a><br \/>\n[3] <a href=\"https:\/\/youtu.be\/wq-kmFCrF5Q\" target=\"_blank\" rel=\"noopener\">Tom Cruise fake movie<\/a><\/p>\n<h2>\u8ab0\u3067\u3082\u30d5\u30a7\u30a4\u30af\u4f5c\u54c1\u3092\u4f5c\u308c\u308b\uff1f<\/h2>\n<p>\u521d\u3081\u3066\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u3092\u5236\u4f5c\u3057\u305f\u4eba\uff08\u30cf\u30f3\u30c9\u30eb\u30cd\u30fc\u30e0\u304c\u300cdeepfakes\u300d\uff09\u306f\u6709\u540d\u4eba\u306e\u9854\u3092\u30dd\u30eb\u30ce\u52d5\u753b\u306b\u8f09\u305b\u3066\u3001\u305d\u308c\u3092SNS\u306b\u6295\u7a3f\u3057\u3001\u5927\u304d\u306a\u53cd\u97ff\u3092\u547c\u3073\u307e\u3057\u305f\u3002\u5f7c\u304c\u4f7f\u3063\u305fAI\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u516c\u958b\u3055\u308c\u305f\u305f\u3081\u3001\u305d\u306e\u7121\u511f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u5199\u771f\u3055\u3048\u3042\u308c\u3070\u3001\u7d20\u4eba\u3067\u3082\u30d5\u30a7\u30a4\u30af\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u305f\u3060\u3001\u672c\u7269\u3068\u533a\u5225\u304c\u3064\u304b\u306a\u3044\u307b\u3069\u306e\u9ad8\u3044\u30af\u30aa\u30ea\u30c6\u30a3\u306f\u5c02\u9580\u5bb6\u3067\u306a\u3044\u3068\u5b9f\u73fe\u3057\u306b\u304f\u3044\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002<\/p>\n<h2>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u304c\u60aa\u7528\u3055\u308c\u3066\u3044\u308b\u4e8b\u4f8b<\/h2>\n<p>\u30aa\u30e9\u30f3\u30c0\u306e\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u30ec\u30dd\u30fc\u30c8\u306b\u3088\u308b\u3068\u30012019\u5e7410\u6708\u6642\u70b9\u3067\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u30fb\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u5927\u591a\u6570\u306f\u30dd\u30eb\u30ce\u52d5\u753b\u3067\u3059[4]\u3002\u3053\u308c\u306f\u3001\u540d\u8a89\u6bc0\u640d\u3001\u8457\u4f5c\u6a29\u6cd5\u9055\u53cd\u306e\u7f6a\u306b\u8a72\u5f53\u3057\u3001\u65e5\u672c\u3067\u30822020\u5e74\u306b\u902e\u6355\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e0a\u8a18\u4ee5\u5916\u3067\u3082\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306f\u5287\u7684\u306a\u5f71\u97ff\u3092\u793e\u4f1a\u306b\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u8a50\u6b3a\u3001\u8a3c\u62e0\u306e\u634f\u9020\u3001\u8ab9\u8b17\u4e2d\u50b7\u306a\u3069\u3001\u69d8\u3005\u306a\u72af\u7f6a\u304c\u8d77\u304d\u3084\u3059\u304f\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u307e\u305f\u3001\u30d5\u30a7\u30a4\u30af\u30cb\u30e5\u30fc\u30b9\u3084\u4e16\u8ad6\u64cd\u4f5c\u306b\u3088\u3063\u3066\u56fd\u5bb6\u5b89\u5168\u4fdd\u969c\u4e0a\u306e\u554f\u984c\u306b\u307e\u3067\u767a\u5c55\u3059\u308b\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30ed\u30b7\u30a2\u306e\u53cd\u653f\u6a29\u6d3e\u6307\u5c0e\u8005\u30a2\u30ec\u30af\u30bb\u30a4\u30fb\u30ca\u30ef\u30ea\u30cc\u30a4\u6c0f\u306e\u6d3e\u95a5\u3078\u306e\u4fe1\u7528\u3092\u5931\u589c\u3055\u305b\u308b\u305f\u3081\u306b\u30d5\u30a7\u30a4\u30af\u52d5\u753b\u304c\u4f5c\u6210\u3055\u308c\u307e\u3057\u305f[5]\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u308b\u4e2d\u3001\u60aa\u7528\u3092\u9632\u3050\u305f\u3081\u306e\u6280\u8853\u958b\u767a\u3068\u6cd5\u4f53\u5236\u306e\u6574\u5099\u304c\u55ab\u7dca\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u53c2\u8003<\/strong><br \/>\n[4] <a href=\"https:\/\/regmedia.co.uk\/2019\/10\/08\/deepfake_report.pdf\" target=\"_blank\" rel=\"noopener\">THE STATE OF DEEPFAKES\uff5cDEEPTRACE<\/a><br \/>\n[5] <a href=\"https:\/\/mainichi.jp\/articles\/20220104\/ddm\/003\/040\/037000c\" target=\"_blank\" rel=\"noopener\">\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u3001\u8105\u5a01\u62e1\u5927\uff08\u305d\u306e2\u6b62\uff09 \u507d\u7269\u3001\u898b\u5206\u3051\u56f0\u96e3 \u8981\u4eba\u88c5\u3044\u30a6\u30a7\u30d6\u4f1a\u8b70\uff5c\u6bce\u65e5\u65b0\u805e<\/a><\/p>\n<h2>\u3055\u3089\u306b\u6016\u3044\u3053\u3068\u304c\u3042\u308b\uff01<\/h2>\n<p>AI\u3067\u751f\u6210\u3055\u308c\u305f\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306f\u3001\u4eba\u9593\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u507d\u7269\u3092\u8b58\u5225\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3055\u3048\u9a19\u3059\u529b\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u73fe\u6bb5\u968e\u3067\u9854\u8a8d\u8a3c\u30b7\u30b9\u30c6\u30e0\u3092\u7a81\u7834\u3059\u308b\u80fd\u529b\u3082\u793a\u3057\u3066\u3044\u307e\u3059[6]\u3002\u307e\u305f\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u30d5\u30a7\u30a4\u30af\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u77ac\u304f\u9593\u306b\u62e1\u6563\u3055\u308c\u3001\u305d\u308c\u304c\u79c1\u305f\u3061\u306e\u60c5\u5831\u53ce\u96c6\u3084\u601d\u60f3\u306b\u9855\u8457\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u529b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>2018\u5e74\u3001\u7c73\u56fd\u306e\u30de\u30b5\u30c1\u30e5\u30fc\u30bb\u30c3\u30c4\u5de5\u79d1\u5927\u5b66\uff08MIT\uff09\u3067\u306f\u3001\u7d04126,000\u4ef6\u306e\u30c4\u30a4\u30fc\u30c8\uff08Twitter\u306b\u6295\u7a3f\u3055\u308c\u305f\u60c5\u5831\uff09\u306e\u60c5\u5831\u62e1\u6563\u306b\u95a2\u3059\u308b\u8abf\u67fb\u306b\u57fa\u3065\u3044\u305f\u7814\u7a76\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u7d50\u679c\u3068\u3057\u3066\u3001\u30d5\u30a7\u30a4\u30af\u30cb\u30e5\u30fc\u30b9\u306f\u771f\u5b9f\u306e\u60c5\u5831\u3088\u308a\u3082\u3001\uff16\u500d\u3082\u901f\u304f\u3001\u304b\u3064\u5e83\u7bc4\u56f2\u306b\u62e1\u6563\u3055\u308c\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002\u540c\u7814\u7a76\u30c1\u30fc\u30e0\u306b\u3088\u308b\u3068\u3001\u300c\u4eba\u3005\u306f\u307e\u3060\u898b\u305f\u3082\u306e\u3092\u305d\u306e\u307e\u307e\u4fe1\u3058\u308b\u50be\u5411\u306b\u3042\u308b\u305f\u3081\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306f\u8aa4\u5831\u3092\u5e83\u3081\u308b\u306e\u306b\u975e\u5e38\u306b\u6709\u52b9\u306a\u624b\u6bb5\u3067\u3042\u308b\u300d[7]\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u507d\u7269\u306b\u5909\u63db\u3055\u308c\u305f\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u304c\u8b66\u6212\u3055\u308c\u3066\u3044\u308b\u4e2d\u3001\u672c\u7269\u304c\u507d\u7269\u306b\u7591\u308f\u308c\u308b\u554f\u984c\u3082\u8d77\u304d\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30a2\u30d5\u30ea\u30ab\u306e\u30ac\u30dc\u30f3\u5171\u548c\u56fd\u3067\u75c5\u6c17\u306b\u3088\u308a\u6570\u9031\u9593\u4f11\u3093\u3060\u5927\u7d71\u9818\u306e\u52d5\u753b\u304c\u30d5\u30a7\u30a4\u30af\u3068\u9593\u9055\u308f\u308c\u3001\u30af\u30fc\u30c7\u30bf\u30fc\u672a\u9042\u307e\u3067\u62db\u304d\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u307e\u3055\u306b\u300c\u72fc\u5c11\u5e74\u554f\u984c\u300d\u304c\u4e71\u7acb\u3059\u308b\u5c06\u6765\u3092\u6307\u3057\u793a\u3057\u3066\u3044\u307e\u3059[8]\u3002<\/p>\n<p><strong>\u53c2\u8003<\/strong><br \/>\n[6] <a href=\"https:\/\/mainichi.jp\/articles\/20220103\/k00\/00m\/300\/220000c\" target=\"_blank\" rel=\"noopener\">\u53e3\u5ea7\u958b\u8a2d\u306e\u9854\u8a8d\u8a3c\u3092\u7a81\u7834 \u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306e\u8105\u5a01\uff5c\u6bce\u65e5\u65b0\u805e<\/a><br \/>\n[7] <a href=\"https:\/\/www.science.org\/doi\/10.1126\/science.aap9559\" target=\"_blank\" rel=\"noopener\">The spread of true and false news online\uff5cScience<\/a><br \/>\n[8] <a href=\"https:\/\/t.co\/0iHzKY5kSB\" target=\"_blank\" rel=\"noopener\">The Bizarre and Terrifying Case of the \u201cDeepfake\u201d Video that Helped Bring an African Nation to the Brink\uff5cMother Jones<\/a><\/p>\n<h2>\u6709\u76ca\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308b<\/h2>\n<p>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306e\u7528\u9014\u306f\u5168\u3066\u304c\u60aa\u3044\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4e3b\u306b\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8\u3084\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u5206\u91ce\u3067\u3001\u4eba\u9593\u793e\u4f1a\u306b\u3068\u3063\u3066\u559c\u3070\u3057\u3044\u76ee\u7684\u3067\u306e\u5229\u7528\u3082\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u6620\u50cf\u5236\u4f5c\u3092\u697d\u306b\u3059\u308b\u3002<\/li>\n<li>\u6709\u540d\u306a\u82b8\u8853\u4f5c\u54c1\u3092\u5b66\u7fd2\u3055\u305b\u3066\u3001\u65b0\u4f5c\u3092\u751f\u307f\u51fa\u3059[9]\u3002\u3057\u304b\u3057\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306b\u5236\u4f5c\u7269\u3092\u6a21\u5023\u3055\u305b\u308b\u4e0a\u3067\u3001\u6545\u4eba\u3078\u306e\u5c0a\u91cd\u3084\u8457\u4f5c\u6a29\u306a\u3069\u3001\u65b0\u305f\u306a\u8b70\u8ad6\u304c\u751f\u307e\u308c\u307e\u3059\u3002<\/li>\n<li>\u4ea1\u304f\u306a\u3063\u305f\u5927\u5207\u306a\u65b9\u306e\u5199\u771f\u3092\u3082\u3068\u306b\u300c\u52d5\u304f\u64ec\u4f3c\u5199\u771f\u300d\u306b\u5909\u63db\u3057\u300c\u8607\u3089\u305b\u308b\u300d[10]\u3002<\/li>\n<li>SNS\u4e0a\u3067\u30e6\u30fc\u30b6\u30fc\u304c\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u3092\u6d3b\u7528\u3057\u305f\u9854\u4ea4\u63db\u30a2\u30d7\u30ea\u300cReface\u300d\u3084\u300cZAO\u300d\u3092\u697d\u3057\u3093\u3067\u3044\u308b\u3002<\/li>\n<li>\u682a\u5f0f\u4f1a\u793eEmbodyMe\u304c\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u30d5\u30a7\u30a4\u30af\u6620\u50cf\u3092\u751f\u6210\u3067\u304d\u308b\u30ab\u30e1\u30e9\u30a2\u30d7\u30ea\u300cxpression camera\u300d[11]\u304cZoom\u3084GoogleMeet\u3067\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5186\u6ed1\u5316\u306b\u6d3b\u8e8d\u3057\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n<p><strong>\u53c2\u8003<\/strong><br \/>\n[9] <a href=\"https:\/\/mainichi.jp\/articles\/20220104\/ddm\/003\/070\/030000c\" target=\"_blank\" rel=\"noopener\">\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u3001\u60aa\u3044\u4e8b\u3070\u304b\u308a\uff1f\u6587\u5316\u30fb\u82b8\u8853\u3067\u53ef\u80fd\u6027\u79d8\u3081 \u6545\u4eba\u306e\u300c\u65b0\u4f5c\u300d\u3082\u8a95\u751f\uff5c\u6bce\u65e5\u65b0\u805e<\/a><br \/>\n[10] <a href=\"https:\/\/www.myheritage.ch\/deep-nostalgia\" target=\"_blank\" rel=\"noopener\">Animieren Sie Ihre Familienfotos\uff5cMyHeritage<\/a><br \/>\n[11] <a href=\"https:\/\/youtu.be\/HCm0_ZzpBDE\" target=\"_blank\" rel=\"noopener\">xpression camera<\/a><\/p>\n<h2>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u3068\u5b89\u5fc3\u3057\u3066\u5171\u5b58\u3059\u308b\u793e\u4f1a\u306e\u305f\u3081\u306b<\/h2>\n<p>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u6280\u8853\u306e\u6210\u9577\u3068\u4e26\u884c\u3057\u3066\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u3092\u691c\u51fa\u3059\u308b\u6280\u8853\u306e\u7814\u7a76\u958b\u767a\u306b\u3082\u56fd\u3084\u4f01\u696d\u304c\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002XAI\uff08Explainable AI; \u8aac\u660e\u53ef\u80fdAI\uff09\u306e\u7814\u7a76\u306e\u767a\u7965\u3068\u306a\u3063\u305fDARPA\uff08\u7c73\u56fd\u56fd\u9632\u9ad8\u7b49\u7814\u7a76\u8a08\u753b\u5c40\uff09\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u691c\u51fa\u6280\u8853\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u591a\u984d\u306a\u8cc7\u91d1\u3092\u63d0\u4f9b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u65e2\u306b\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u691c\u51fa\u30c4\u30fc\u30eb\u304c\u3044\u304f\u3064\u304b\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u30012020\u5e74\u306e\u7c73\u5927\u7d71\u9818\u9078\u6319\u306b\u9593\u306b\u5408\u3046\u5f62\u3067\u3001Microsoft\u304c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u30bd\u30d5\u30c8\u201cVideo Authenticator\u201d\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u304c\u6291\u6b62\u306b\u7e4b\u304c\u3063\u305f\u306e\u304b\u30012020\u5e74\u306e\u7c73\u5927\u7d71\u9818\u9078\u3067\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306b\u3088\u308b\u9855\u8457\u306a\u5f71\u97ff\u306f\u78ba\u8a8d\u3055\u308c\u307e\u305b\u3093\u3067\u3057\u305f[12]\u3002<\/p>\n<p>\u5404SNS\u5a92\u4f53\u3082\u5bfe\u7b56\u3092\u958b\u59cb\u3057\u3066\u3044\u307e\u3059\u3002Twitter\u3067\u306f\u3001\u7591\u308f\u3057\u3044\u6295\u7a3f\u306e\u62e1\u6563\u3092\u963b\u6b62\u3059\u308b\u305f\u3081\u306b\u30e6\u30fc\u30b6\u30fc\u306b\u6ce8\u610f\u66f8\u304d\u3092\u4ed8\u3051\u308b\u30eb\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002Facebook\uff08\u73fe\uff1aMeta\u793e\uff09\u306f\u30011000\u4e07\u30c9\u30eb\u8d85\u3092\u304b\u3051\u3066\u300c<a href=\"https:\/\/www.kaggle.com\/c\/deepfake-detection-challenge\" target=\"_blank\" rel=\"noopener\">Deepfake Detection Challenge<\/a>\u300d\u3044\u3046\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u691c\u51fa\u6280\u8853\u306e\u7af6\u6280\u4f1a\u3092\u7acb\u3061\u4e0a\u3052\u30012019\u5e74\u306b\u306f\u3001Facebook\u3001Microsoft\u3001Amazon\u3092\u306f\u3058\u3081\u3068\u3059\u308b2000\u4ee5\u4e0a\u306e\u30c1\u30fc\u30e0\u304c\u53c2\u52a0\u3057\u307e\u3057\u305f\u3002\u30c8\u30c3\u30d7\u30c1\u30fc\u30e0\u3067\u3055\u3048\u8b58\u5225\u7cbe\u5ea665%\u306b\u5230\u9054\u3067\u304d\u305a\u3001\u507d\u7269\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u691c\u51fa\u304c\u3044\u304b\u306b\u96e3\u3057\u3044\u304b\u3068\u3044\u3046\u3053\u3068\u3092\u518d\u8a8d\u8b58\u3055\u305b\u3066\u304f\u308c\u308b\u3053\u3068\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3069\u306e\u3088\u3046\u306a\u6280\u8853\u3082\u60aa\u7528\u3055\u308c\u308b\u5371\u967a\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u60aa\u7528\u3092\u9632\u3050\u305f\u3081\u306b\u306f\u56fd\u30ec\u30d9\u30eb\u3067\u3001\u6cd5\u4f53\u5236\u3068\u502b\u7406\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u6574\u5099\u3057\u3001\u56fd\u6c11\u306b\u6ce8\u610f\u559a\u8d77\u3084\u6559\u80b2\u3092\u65bd\u3059\u3053\u3068\u304c\u8981\u6c42\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u53c2\u8003<\/strong><br \/>\n[12] <a href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/column\/18\/00141\/102100139\/\" target=\"_blank\" rel=\"noopener\">AI\u304c\u30d5\u30a7\u30a4\u30af\u30cb\u30e5\u30fc\u30b9\u3001\u81ea\u7136\u306a\u3064\u3076\u3084\u304d\u3067\u4e16\u8ad6\u64cd\u4f5c\u304c\u53ef\u80fd\u306b\uff5c\u65e5\u7d4cXTECH<\/a><\/p>\n<h2>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u3092\u751f\u6210\u3059\u308b\u6280\u8853\u306e\u89e3\u8aac<\/h2>\n<p>\u672c\u7269\u3068\u898b\u5206\u3051\u3089\u308c\u306a\u3044\u3088\u3046\u306a\u300c\u507d\u7269\u30c7\u30fc\u30bf\u300d\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u308b\u306e\u306f\u3001\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(Generative Adversarial Networks; GAN)\u3068\u3044\u3046\u6280\u8853\u3067\u3059\u3002<\/p>\n<p>GAN\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7528\u3044\u305f\u751f\u6210\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u306f\u4ee5\u4e0b\u306e\u66f8\u7c4d\u3067\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u300c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0G\u691c\u5b9a(\u30b8\u30a7\u30cd\u30e9\u30ea\u30b9\u30c8)\u6700\u5f37\u306e\u5408\u683c\u30c6\u30ad\u30b9\u30c8\u300d\uff08SB\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\uff09<\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/%E3%83%87%E3%82%A3%E3%83%BC%E3%83%97%E3%83%A9%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0G%E6%A4%9C%E5%AE%9A-%E3%82%B8%E3%82%A7%E3%83%8D%E3%83%A9%E3%83%AA%E3%82%B9%E3%83%88-%E6%9C%80%E5%BC%B7%E3%81%AE%E5%90%88%E6%A0%BC%E3%83%86%E3%82%AD%E3%82%B9%E3%83%88-%E6%98%8E%E7%9E%AD%E8%A7%A3%E8%AA%AC-%E8%89%AF%E8%B3%AA%E5%95%8F%E9%A1%8C\/dp\/481561167X\/ref=zg_bs_542582_6\/357-0088998-4410102?pd_rd_i=481561167X&amp;psc=1\" target=\"_blank\" rel=\"noopener\">Amazon\u306e\u66f8\u7c4d\u30da\u30fc\u30b8<\/a><\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-4722\" src=\"https:\/\/gri.jp\/media\/wp\/wp-content\/uploads\/2022\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-01-14-16.22.54-211x300.png\" alt=\"\" width=\"211\" height=\"300\" \/>\n<h2>\u30d5\u30a7\u30a4\u30af\u6587\u7ae0\u306e\u751f\u6210<\/h2>\n<p>\u9ad8\u5ea6\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u60aa\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30d5\u30a7\u30a4\u30af\u30cb\u30e5\u30fc\u30b9\u3001\u306a\u308a\u3059\u307e\u3057\u6587\u7ae0\u3001\u507d\u9020\u6587\u7ae0\u3001\u30b9\u30d1\u30e0\uff0f\u30d5\u30a3\u30c3\u30b7\u30f3\u30b0\u6587\u7ae0\u306e\u4f5c\u6210\u304c\u61f8\u5ff5\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AI\u3092\u7814\u7a76\u3059\u308b\u975e\u55b6\u5229\u56e3\u4f53\u306eOpenAI\u304c\u958b\u767a\u3057\u305f\u5927\u898f\u6a21\u306a\u6c4e\u7528\u7684\u8a00\u8a9e\u30e2\u30c7\u30ebGPT-2\u3001GPT-3\u306f\u3001\u6587\u7ae0\u3084\u697d\u8b5c\u306e\u81ea\u52d5\u4f5c\u6210\u3001\u7ffb\u8a33\u652f\u63f4\u306a\u3069\u306b\u304a\u3044\u3066\u7d20\u6674\u3089\u3057\u3044\u6a5f\u80fd\u3092\u767a\u63ee\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u300c\u4eba\u9593\u3089\u3057\u3044\u300d\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u80fd\u529b\u3092\u6301\u3064\u305f\u3081\u3001\u507d\u7269\u30d6\u30ed\u30b0\u3084\u6295\u7a3f\u306a\u3069\u60aa\u7528\u3055\u308c\u308b\u5371\u967a\u6027\u304c\u9ad8\u3044\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5b88\u308b\u3079\u304f\u3001GPT-2, 3 \u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306f\u63d0\u4f9b\u3055\u308c\u3066\u304a\u3089\u305a\u3001OpenAI \u306eAPI \u306e\u5229\u7528\u3092\u7533\u8acb\u3057\u3001\u8a31\u53ef\u3092\u4ecb\u3057\u3066\u306e\u307f\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u507d\u60c5\u5831\u306e\u62e1\u6563\u30ea\u30b9\u30af\u306b\u95a2\u3059\u308b\u7814\u7a76\u7d50\u679c\u304c\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u95a2\u9023\u306e\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9 \u201cBlack Hat USA 2021\u201d \u3067\u767a\u8868\u3055\u308c\u307e\u3057\u305f[13]\u3002\u6620\u50cf\u540c\u69d8\u306b\u3001\u4e0d\u6b63\u6587\u7ae0\u3092\u9664\u53bb\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u958b\u767a\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u53c2\u8003<\/strong><br \/>\n[13] <a href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/column\/18\/00141\/102100139\/\" target=\"_blank\" rel=\"noopener\">AI\u304c\u30d5\u30a7\u30a4\u30af\u30cb\u30e5\u30fc\u30b9\u3001\u81ea\u7136\u306a\u3064\u3076\u3084\u304d\u3067\u4e16\u8ad6\u64cd\u4f5c\u304c\u53ef\u80fd\u306b\uff5c\u65e5\u7d4cXTECH<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>\u6700\u5f8c\u306b<\/h2>\n<p>\u3044\u304b\u304c\u3067\u3057\u305f\u304b\uff1f<\/p>\n<p>\u4eca\u5f8c\u306e\u8a18\u4e8b\u3067\u306f\u3001GAN\u3068\u3044\u3046\u6280\u8853\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3001\u3055\u3089\u306b\u9ad8\u5ea6\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6d3b\u7528\u306b\u3064\u3044\u3066\u66f8\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u307e\u3067\u8aad\u3093\u3067\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u62c5\u5f53\uff1a\u30e4\u30f3\u3000\u30b8\u30e3\u30af\u30ea\u30f3\uff08\u5206\u6790\u5b98\u30fb\u8b1b\u5e2b\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u306b\u3088\u308b\u5236\u4f5c\u300c\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u300d\u304c\u793e\u4f1a\u306b\u4e0e\u3048\u308b\u30a4\u30f3\u30d1\u30af\u30c8 AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u306f\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u4e88\u6e2c\u3084\u8b58\u5225\u306b\u6d3b\u7528\u3055\u308c\u308b\u3068\u3044\u3046\u30a4\u30e1\u30fc\u30b8\u304c\u5f37\u3044\u4e2d\u3001\u8fd1\u5e74\u3067\u306f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7528\u3044\u3066\u3001\u753b\u50cf\u3001\u52d5\u753b\u3001\u97f3\u58f0\u3001\u6587\u7ae0\u3092\u65b0\u3057\u304f\u751f\u307f\u51fa\u3059\u6280\u8853<\/p>\n","protected":false},"author":8,"featured_media":4725,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[149,144,83,125,146],"tags":[],"class_list":["post-4720","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gkentei","category-python","category-ai","category-deeplearning","category-mokumokukai"],"acf":[],"meta_field":{"_edit_lock":["1646123158:1"],"_edit_last":["1"],"_oembed_afd7dc73d21b74d50203323d2b350736":["{{unknown}}"],"hidden_toppage":["0"],"_hidden_toppage":["field_61933136630d2"],"note_url":[""],"_note_url":["field_61243c8278b90"],"_thumbnail_id":["4725"],"_oembed_cd26a2121815a97b1d682e35a44b0382":["{{unknown}}"],"recommend_posts":["\u304a\u3059\u3059\u3081\u8a18\u4e8b\u306b\u3059\u308b"],"_pv_count":["a:24:{i:16;i:237;i:3;i:70;i:9;i:177;i:10;i:256;i:12;i:204;i:13;i:297;i:14;i:293;i:15;i:226;i:20;i:174;i:21;i:160;i:23;i:151;i:8;i:123;i:17;i:217;i:18;i:187;i:22;i:174;i:0;i:188;i:4;i:48;i:5;i:62;i:6;i:75;i:7;i:89;i:11;i:303;i:19;i:128;i:1;i:300;i:2;i:121;}"],"pv_count":["4260"]},"_links":{"self":[{"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/posts\/4720","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/comments?post=4720"}],"version-history":[{"count":31,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/posts\/4720\/revisions"}],"predecessor-version":[{"id":5689,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/posts\/4720\/revisions\/5689"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/media\/4725"}],"wp:attachment":[{"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/media?parent=4720"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/categories?post=4720"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/tags?post=4720"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}