{"id":2768,"date":"2023-01-12T05:05:00","date_gmt":"2023-01-11T20:05:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2768"},"modified":"2023-01-12T05:05:00","modified_gmt":"2023-01-11T20:05:00","slug":"real-attackers-dont-compute-gradients-bridging-the-gap-between-adversarial-ml-research-and-practice","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2768","title":{"rendered":"&#8220;Real Attackers Don&#8217;t Compute Gradients&#8221;: Bridging the Gap Between Adversarial ML Research and Practice"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>&#8220;Real Attackers Don&#8217;t Compute Gradients&#8221;: Bridging the Gap Between Adversarial ML Research and Practice&nbsp;<\/strong>[10.8]<br>\u7814\u7a76\u8005\u3068\u5b9f\u8df5\u8005\u306e\u9593\u306b\u660e\u3089\u304b\u306a\u30ae\u30e3\u30c3\u30d7\u304c\u3042\u308b\u3053\u3068\u304b\u3089,\u672c\u8ad6\u6587\u306f2\u3064\u306e\u9818\u57df\u3092\u6a4b\u6e21\u3057\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002 \u307e\u305a\u5b9f\u4e16\u754c\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u30923\u3064\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3067\u63d0\u793a\u3057\u3001\u305d\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304b\u3089\u3001\u672a\u77e5\u306e\u3001\u3042\u308b\u3044\u306f\u7121\u8996\u3055\u308c\u305f\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u5c0e\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u6b21\u306b\u3001\u30c8\u30c3\u30d7\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u3067\u6700\u8fd1\u516c\u958b\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u6575\u5bfe\u7684ML\u8ad6\u6587\u3092\u5206\u6790\u3057\u3001\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u30c8\u30ec\u30f3\u30c9\u3068\u76f2\u70b9\u3092\u5f37\u8abf\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2212.14315v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2212.14315v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 29 Dec 2022 14:11:07 GMT)<\/li>\n\n\n\n<li>\u6a5f\u68b0\u5b66\u7fd2\u3092\u5229\u7528\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u653b\u6483\u306b\u95a2\u3059\u308b\u975e\u5e38\u306b\u5e83\u7bc4\u306a\u30b5\u30fc\u30d9\u30a4\u3002\u7814\u7a76\u3068\u5b9f\u52d9\u306e\u30ae\u30e3\u30c3\u30d7\u304c\u308f\u304b\u308b\u5185\u5bb9\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u95a2\u9023\u4e00\u822c\u306b\u8a00\u3048\u308b\u3053\u3068\u304b\u3082\u3060\u304c\u3001\u60aa\u610f\u306e\u3042\u308b\u653b\u6483\u304b\u3089\u306e\u9632\u5fa1\u306b\u306f\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u8003\u616e\u304c\u5fc5\u8981\u3002<\/li>\n\n\n\n<li>\u3053\u306e\u30b5\u30fc\u30d9\u30a4\u306e\u30ea\u30bd\u30fc\u30b9\u306f<a href=\"https:\/\/real-gradients.github.io\/\">Real Attackers Don&#8217;t Compute Gradients (real-gradients.github.io)<\/a>\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3002\u307e\u305f\u3001<a href=\"https:\/\/incidentdatabase.ai\/\">Welcome to the Artificial Intelligence Incident Database<\/a>\u3000\u304c\u53c2\u8003\u6587\u732e\u306b\u6319\u3052\u3089\u308c\u3066\u304a\u308a\u53c2\u8003\u306b\u306a\u3063\u305f<\/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":[32,387],"class_list":["post-2768","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-attack","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2768","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=2768"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2768\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2768"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2768"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2768"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}