{"id":924,"date":"2021-10-27T04:20:00","date_gmt":"2021-10-26T19:20:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=924"},"modified":"2021-10-27T04:20:00","modified_gmt":"2021-10-26T19:20:00","slug":"anti-backdoor-learning-%e3%83%90%e3%83%83%e3%82%af%e3%83%89%e3%82%a2%e5%af%be%e7%ad%96%e3%81%ae%e5%ad%a6%e7%bf%92%e6%89%8b%e6%b3%95","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=924","title":{"rendered":"Anti-Backdoor Learning: \u30d0\u30c3\u30af\u30c9\u30a2\u5bfe\u7b56\u306e\u5b66\u7fd2\u624b\u6cd5"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Anti-Backdoor Learning: Training Clean Models on Poisoned Data\u00a0<\/strong>[17.6]<br>\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(DNN)\u306b\u5bfe\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u8105\u5a01\u3068\u3057\u3066\u30d0\u30c3\u30af\u30c9\u30a2\u653b\u6483\u304c\u6d6e\u4e0a\u3057\u3066\u3044\u308b\u30021) \u30e2\u30c7\u30eb\u306f\u30af\u30ea\u30fc\u30f3\u306a\u30c7\u30fc\u30bf\u3088\u308a\u3082\u30d0\u30c3\u30af\u30c9\u30a2\u30c9\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3059\u308b\u3002 2) \u30d0\u30c3\u30af\u30c9\u30a2\u30bf\u30b9\u30af\u306f\u7279\u5b9a\u306e\u30af\u30e9\u30b9(\u30d0\u30c3\u30af\u30c9\u30a2\u30bf\u30fc\u30b2\u30c3\u30c8\u30af\u30e9\u30b9)\u306b\u7d50\u3073\u4ed8\u3051\u3089\u308c\u308b\u3002 \u3053\u308c\u30892\u3064\u306e\u5f31\u70b9\u306b\u57fa\u3065\u304d\u30a2\u30f3\u30c1\u30d0\u30c3\u30af\u30c9\u30a2\u5b66\u7fd2(ABL)\u3092\u63d0\u6848\u3059\u308b\u3002ABL\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u3001\u7d14\u7c8b\u306b\u30af\u30ea\u30fc\u30f3\u306a\u30c7\u30fc\u30bf\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u306e\u3068\u540c\u3058\u6027\u80fd\u3092\u5b9f\u8a3c\u7684\u306b\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2110.11571v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2110.11571v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2110.11571.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>\u00a0\u00a0(Mon, 25 Oct 2021 03:41:22 GMT)<ul><li>\u30d0\u30c3\u30af\u30c9\u30a2\u653b\u6483\u306e\u7279\u5fb4\u3092\u4f7f\u3063\u305f\u9632\u5fa1\u6cd5\u3092\u63d0\u6848\u3002\u6700\u5148\u7aef\u306e\u30d0\u30c3\u30af\u30c9\u30a2\u653b\u648310\u4ef6\u306b\u5bfe\u3057\u3066\u52b9\u679c\u7684\u306b\u9632\u5fa1\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u3001\u54c1\u8cea\u304c\u4e0d\u660e\u77ad\u306a\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u5b66\u7fd2\u6642\u306b\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3067\u304d\u308b\u3068\u306e\u3053\u3068\u3002<ul><li>\u653b\u6483\u3068\u9632\u5fa1\u306e\u3044\u305f\u3061\u3054\u3063\u3053\u306b\u306a\u308b\u611f\u306f\u3042\u308b\u304c\u3001\u3053\u306e\u3088\u3046\u306a\u7814\u7a76\u306f\u91cd\u8981\u3002<\/li><\/ul><\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/bboylyg\/ABL\">https:\/\/github.com\/bboylyg\/ABL<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Anti-Backdoor Learning: Training Clean Models on Poisoned Data\u00a0[17.6]\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(DNN)\u306b\u5bfe\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u8105\u5a01\u3068\u3057\u3066\u30d0\u30c3\u30af\u30c9 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=924\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Anti-Backdoor Learning: \u30d0\u30c3\u30af\u30c9\u30a2\u5bfe\u7b56\u306e\u5b66\u7fd2\u624b\u6cd5&#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":[25,44],"class_list":["post-924","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-anti-backdoor","tag-backdoor"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/924","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=924"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/924\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=924"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=924"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=924"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}