{"id":835,"date":"2021-10-14T05:30:00","date_gmt":"2021-10-13T20:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=835"},"modified":"2021-10-14T05:30:00","modified_gmt":"2021-10-13T20:30:00","slug":"automl%ef%bc%88neural-architecture-search%ef%bc%89%e3%81%ab%e5%af%be%e3%81%99%e3%82%8b%e6%94%bb%e6%92%83","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=835","title":{"rendered":"AutoML\uff08Neural Architecture Search\uff09\u306b\u5bfe\u3059\u308b\u653b\u6483"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>On the Security Risks of AutoML\u00a0<\/strong>[38.0]<br>Neural Architecture Search(NAS)\u306f\u3001\u4e0e\u3048\u3089\u308c\u305f\u30bf\u30b9\u30af\u306b\u9069\u3057\u305f\u30e2\u30c7\u30eb\u3092\u81ea\u52d5\u7684\u306b\u691c\u7d22\u3059\u308b\u3001\u65b0\u305f\u306a\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30e9\u30c0\u30a4\u30e0\u3067\u3042\u308b\u3002 \u624b\u52d5\u3067\u8a2d\u8a08\u3057\u305f\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3059\u308b\u3068\u3001NAS\u751f\u6210\u30e2\u30c7\u30eb\u306f\u69d8\u3005\u306a\u60aa\u610f\u3042\u308b\u653b\u6483\u306b\u5bfe\u3057\u3066\u5927\u304d\u306a\u8106\u5f31\u6027\u3092\u88ab\u308b\u50be\u5411\u306b\u3042\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u30bb\u30eb\u6df1\u3055\u306e\u5897\u5927\u3084\u30b9\u30ad\u30c3\u30d7\u63a5\u7d9a\u306e\u6291\u5236\u306a\u3069,\u3053\u306e\u3088\u3046\u306a\u6b20\u70b9\u3092\u8efd\u6e1b\u3059\u308b\u305f\u3081\u306e\u5bfe\u7b56\u306e\u53ef\u80fd\u6027\u306b\u3064\u3044\u3066\u8ad6\u3058\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2110.06018v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2110.06018v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 12 Oct 2021 14:04:15 GMT)<ul><li>Neural Architecture Search\u306b\u3088\u308b\u30e2\u30c7\u30eb\u306f\u624b\u52d5\u3067\u8a2d\u8a08\u3057\u305f\u624b\u6cd5\u3068\u6bd4\u8f03\u3057\u3066\u60aa\u610f\u306e\u3042\u308b\u653b\u6483\u306e\u5f71\u97ff\u3092\u53d7\u3051\u3084\u3059\u3044\u3068\u306e\u5831\u544a\u3002NAS\u3067\u306f\u5b66\u7fd2\u6642\u306e\u65e9\u3044\u6bb5\u968e\u3067\u5019\u88dc\u306e\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u3001\u901f\u304f\u53ce\u675f\u3059\u308b\u30e2\u30c7\u30eb\u304c\u9078\u3070\u308c\u308b\u50be\u5411\u304c\u3042\u308a\u3001\u653b\u6483\u304c\u5bb9\u6613\u3068\u306e\u3053\u3068\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>On the Security Risks of AutoML\u00a0[38.0]Neural Architecture Search(NAS)\u306f\u3001\u4e0e\u3048\u3089\u308c\u305f\u30bf\u30b9\u30af\u306b\u9069\u3057\u305f\u30e2\u30c7\u30eb\u3092\u81ea\u52d5\u7684\u306b\u691c\u7d22\u3059\u308b\u3001\u65b0\u305f\u306a\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30e9\u30c0\u30a4\u30e0\u3067\u3042 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=835\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;AutoML\uff08Neural Architecture Search\uff09\u306b\u5bfe\u3059\u308b\u653b\u6483&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[40,274,585],"class_list":["post-835","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-automl","tag-neural-architecture-search","tag-585"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/835","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=835"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/835\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=835"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=835"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=835"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}