{"id":375,"date":"2021-07-12T04:00:00","date_gmt":"2021-07-11T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=375"},"modified":"2021-07-12T04:00:00","modified_gmt":"2021-07-11T19:00:00","slug":"sssesingle-step-sample-erasure-%e3%83%a2%e3%83%87%e3%83%ab%e3%81%8b%e3%82%89%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e5%89%8a%e9%99%a4","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=375","title":{"rendered":"SSSE(Single-Step Sample Erasure): \u30e2\u30c7\u30eb\u304b\u3089\u306e\u30c7\u30fc\u30bf\u524a\u9664"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>SSSE: Efficiently Erasing Samples from Trained Machine Learning Models\u00a0<\/strong>[103.4]<br>\u30b5\u30f3\u30d7\u30eb\u6d88\u53bb\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0SSSE\u3092\u63d0\u6848\u3059\u308b\u3002 \u3042\u308b\u5834\u5408\u3001SSSE\u306f\u8a31\u53ef\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3060\u3051\u3092\u7528\u3044\u3066\u300c\u30b9\u30af\u30e9\u30c3\u30c1\u304b\u3089\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u6700\u9069\u3060\u304c\u5b9f\u7528\u7684\u3067\u306a\u3044\u65b9\u6cd5\u300d\u3068\u540c\u69d8\u306b\u3001\u30b5\u30f3\u30d7\u30eb\u3092\u307b\u307c\u6d88\u53bb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.03860v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.03860v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 8 Jul 2021 14:17:24 GMT)<ul><li>\u30e2\u30c7\u30eb\u304b\u3089\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3092\u524a\u9664\u3059\u308b\u7814\u7a76\u3002GDPR\u306e\u5fd8\u308c\u3089\u308c\u308b\u6a29\u5229\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u793e\u4f1a\u3067\u4f7f\u3063\u3066\u3044\u304f\u305f\u3081\u306b\u306f\u91cd\u8981\u306a\u6280\u8853\u3002\u8ad6\u6587\u4e2d\u3067\u3082\u66f8\u304b\u308c\u3066\u3044\u308b\u901a\u308a\u3001\u8981\u8acb\u7b49\u306b\u57fa\u3065\u3044\u3066\u500b\u4eba\u60c5\u5831\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u524a\u9664\u3059\u308b\u5834\u5408\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u4f5c\u6210\u3057\u305f\u30e2\u30c7\u30eb\u304b\u3089\u3082\u5f53\u8a72\u60c5\u5831\u3092\u9664\u304f\u5fc5\u8981\u304c\u3042\u308b\u304b\u306f\u306f\u3063\u304d\u308a\u3057\u3066\u3044\u306a\u3044\u304c\u3001\u5bfe\u5fdc\u304c\u5fc5\u8981\u306a\u53ef\u80fd\u6027\u306f\u3042\u308b\u3068\u601d\u3046\u3002<\/li><li>\u3053\u306e\u624b\u306e\u7814\u7a76\u3067\u3082\u8a55\u4fa1\u6307\u6a19\u304c\u8ab2\u984c\u306b\u306a\u3063\u3066\u3044\u308b\u3088\u3046\u3002\u3053\u308c\u307e\u305f\u8ad6\u6587\u4e2d\u3067\u3082\u82e5\u5e72\u89e6\u308c\u3089\u308c\u3066\u3044\u308bmembership inference attacks\uff08\u30e1\u30f3\u30d0\u30b7\u30c3\u30d7\u63a8\u8ad6\u653b\u6483\uff09\u3078\u306e\u8010\u6027\u3082\u6c17\u306b\u306a\u308b\u3068\u3053\u308d\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>SSSE: Efficiently Erasing Samples from Trained Machine Learning Models\u00a0[103.4]\u30b5\u30f3\u30d7\u30eb\u6d88\u53bb\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0SSSE\u3092\u63d0\u6848\u3059\u308b\u3002 \u3042 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=375\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;SSSE(Single-Step Sample Erasure): \u30e2\u30c7\u30eb\u304b\u3089\u306e\u30c7\u30fc\u30bf\u524a\u9664&#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":[163,578,584],"class_list":["post-375","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gdpr","tag-578","tag-584"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/375","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=375"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/375\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=375"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=375"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=375"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}