{"id":2880,"date":"2023-02-09T05:40:00","date_gmt":"2023-02-08T20:40:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2880"},"modified":"2023-02-09T05:40:00","modified_gmt":"2023-02-08T20:40:00","slug":"transfool","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2880","title":{"rendered":"TransFool"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TransFool: An Adversarial Attack against Neural Machine Translation Models\u00a0<\/strong>[49.5]<br>\u6575\u653b\u6483\u306b\u5bfe\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u7ffb\u8a33(NMT)\u30e2\u30c7\u30eb\u306e\u8106\u5f31\u6027\u3092\u8abf\u67fb\u3057,TransFool\u3068\u547c\u3070\u308c\u308b\u65b0\u305f\u306a\u653b\u6483\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u63d0\u6848\u3059\u308b\u3002 \u30af\u30ea\u30fc\u30f3\u306a\u30b5\u30f3\u30d7\u30eb\u3068\u9ad8\u3044\u30ec\u30d9\u30eb\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u306a\u985e\u4f3c\u6027\u3092\u4fdd\u3063\u305f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u8a00\u8a9e\u3067\u3001\u6d41\u52d5\u7684\u306a\u9006\u306e\u4f8b\u3092\u751f\u6210\u3059\u308b\u3002 \u81ea\u52d5\u7684\u304a\u3088\u3073\u4eba\u7684\u8a55\u4fa1\u306b\u57fa\u3065\u3044\u3066\u3001TransFool\u306f\u3001\u65e2\u5b58\u306e\u653b\u6483\u3068\u6bd4\u8f03\u3057\u3066\u6210\u529f\u7387\u3001\u610f\u5473\u7684\u985e\u4f3c\u6027\u3001\u6d41\u5e03\u7387\u306e\u6539\u5584\u306b\u3064\u306a\u304c\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2302.00944v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2302.00944v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 2 Feb 2023 08:35:34 GMT)<\/li>\n\n\n\n<li>\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u5bfe\u3059\u308b\uff08\u30db\u30ef\u30a4\u30c8\u30dc\u30c3\u30af\u30b9\u306a\uff09\u6575\u5bfe\u7684\u653b\u6483\u624b\u6cd5\u306e\u63d0\u6848\u3002\u9ad8\u3044\u653b\u6483\u6210\u529f\u7387\u3092\u9054\u6210\u3068\u306e\u3053\u3068\u3002\u300cOur attack is also transferable to black-box settings with different structures and even different target languages.\u300d\u3068\u3044\u3046\u8ee2\u9001\u53ef\u80fd\u6027\u304c\u3042\u308b\u3068\u3044\u3046\u306e\u304c\u975e\u5e38\u306b\u9762\u767d\u3044\u3002\u672c\u8cea\u7684\u306b\u89e3\u91c8\u304c\u96e3\u3057\u3044\u6587\u304c\u4f5c\u308c\u308b\u3068\u304b\u306a\u3093\u3060\u308d\u3046\u304b\u3002<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c9\u306fhttps:\/\/github.com\/sssadrizadeh\/TransFool\u3067\u516c\u958b\u4e88\u5b9a\u3068\u306e\u3053\u3068\u3060\u304c\u3001\u73fe\u6642\u70b9\u3067\u306f404<\/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":[11,505],"class_list":["post-2880","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-adversarial-attack","tag-505"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2880","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=2880"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2880\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2880"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2880"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2880"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}