{"id":3302,"date":"2023-05-12T05:47:00","date_gmt":"2023-05-11T20:47:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3302"},"modified":"2023-05-12T05:47:00","modified_gmt":"2023-05-11T20:47:00","slug":"text-adversarial-purification-as-defense-against-adversarial-attacks","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3302","title":{"rendered":"Text Adversarial Purification as Defense against Adversarial Attacks\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Text Adversarial Purification as Defense against Adversarial Attacks&nbsp;<\/strong>[46.8]<br>\u6575\u306e\u6d44\u5316\u306f\u6575\u306e\u653b\u6483\u306b\u5bfe\u3059\u308b\u9632\u5fa1\u6a5f\u69cb\u3068\u3057\u3066\u6210\u529f\u3057\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u30c6\u30ad\u30b9\u30c8\u306e\u6575\u5bfe\u7684\u653b\u6483\u306b\u5bfe\u3059\u308b\u9632\u5fa1\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f,\u65b0\u305f\u306a\u6575\u5bfe\u7684\u6d44\u5316\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 \u672c\u7814\u7a76\u3067\u306f, Textfooler \u3084 BERT-Attack \u306a\u3069\u306e\u5f37\u529b\u306a\u653b\u6483\u624b\u6cd5\u3092\u7528\u3044\u3066, \u63d0\u6848\u624b\u6cd5\u3092\u691c\u8a3c\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2203.14207v2\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2203.14207v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 3 May 2023 09:09:22 GMT)<\/li>\n\n\n\n<li>\u5358\u8a9e\u7f6e\u304d\u63db\u3048\u306e\u653b\u6483\u3092\u9632\u5fa1\u3059\u308b\u305f\u3081\u3001[MASK]\u3092\u5165\u308c\u308b or [MASK]\u306b\u7f6e\u304d\u63db\u3048\u308b\u51e6\u7406\u3092\u884c\u3063\u305f\u5f8c\u3001MLM\u306b\u3088\u3063\u3066\u5fa9\u5143\u3001\u30c7\u30fc\u30bf\u3092\u6d44\u5316\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u30b7\u30f3\u30d7\u30eb\u306a\u6226\u7565\u3060\u304c\u52b9\u679c\u306f\u6709\u308b\u3088\u3046\u3067\u3001\u591a\u304f\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u9632\u5fa1\u306b\u6210\u529f\u3057\u3066\u3044\u308b\u3002<\/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":[11,108],"class_list":["post-3302","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-adversarial-attack","tag-defense"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3302","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=3302"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3302\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3302"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3302"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3302"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}