{"id":957,"date":"2021-11-03T04:30:00","date_gmt":"2021-11-02T19:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=957"},"modified":"2021-11-03T04:30:00","modified_gmt":"2021-11-02T19:30:00","slug":"self-supervised-learning%e3%81%ab%e5%af%be%e3%81%99%e3%82%8b10%e5%80%8b%e3%81%ae%e8%aa%b2%e9%a1%8c","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=957","title":{"rendered":"Self-Supervised Learning\u306b\u5bfe\u3059\u308b10\u500b\u306e\u8ab2\u984c"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>10 Security and Privacy Problems in Self-Supervised Learning\u00a0<\/strong>[31.0]<br>\u81ea\u5df1\u6559\u5e2b\u4ed8\u304d\u5b66\u7fd2\u306f\u3001\u5927\u91cf\u306e\u30e9\u30d9\u30eb\u306e\u306a\u3044\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30a8\u30f3\u30b3\u30fc\u30c0\u3092\u4e8b\u524d\u8a13\u7df4\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002 \u672c\u7ae0\u3067\u306f,\u81ea\u5df1\u6559\u5e2b\u578b\u5b66\u7fd2\u306b\u304a\u3051\u308b\u5b66\u7fd2\u6e08\u307f\u30a8\u30f3\u30b3\u30fc\u30c0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u306b\u95a2\u3059\u308b10\u306e\u57fa\u672c\u7684\u306a\u554f\u984c\u306b\u3064\u3044\u3066\u8ad6\u3058\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2110.15444v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2110.15444v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2110.15444.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>\u00a0\u00a0(Thu, 28 Oct 2021 21:45:53 GMT)<ul><li>\u69d8\u3005\u306a\u30c9\u30e1\u30a4\u30f3\u306e\u81ea\u5df1\u6559\u5e2b\u6709\u308a\u5b66\u7fd2\u306e\u6982\u8981\u306810\u500b\u306e\u653b\u6483\u3084\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3078\u306e\u554f\u984c\u306b\u95a2\u3059\u308b\u5831\u544a\u3002\u6982\u8981\u3092\u628a\u63e1\u3059\u308b\u306e\u306b\u3088\u3044\u8cc7\u6599\u3002\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u308b\u554f\u984c\u3001\u653b\u6483\u3001\u8ab2\u984c\u306f\u4e0b\u8a18\u306e\u901a\u308a\u3002<ul><li>Confidentiality\u306e\u8ab2\u984c<ul><li>Data Tracing\/Auditing<\/li><li>Membership Inference Attack<\/li><li>Reconstruction Attack<\/li><li>Attribute\/Property Inference Attack<\/li><li>Encoder Hyperparameter Stealing Attack<\/li><li>Encoder Parameter Stealing Attack<\/li><\/ul><\/li><li>Integrity\u3078\u306e\u653b\u6483<ul><li>Backdoor Attacks<\/li><li>Poisoning Attack<\/li><li>Evasion Attack<\/li><\/ul><\/li><li>Availability\u306e\u8ab2\u984c<ul><li>\u00a0Resource Depletion Attack<\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>10 Security and Privacy Problems in Self-Supervised Learning\u00a0[31.0]\u81ea\u5df1\u6559\u5e2b\u4ed8\u304d\u5b66\u7fd2\u306f\u3001\u5927\u91cf\u306e\u30e9\u30d9\u30eb\u306e\u306a\u3044\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30a8\u30f3\u30b3\u30fc\u30c0\u3092\u4e8b\u524d\u8a13\u7df4\u3059\u308b\u3053\u3068\u3092\u76ee &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=957\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Self-Supervised Learning\u306b\u5bfe\u3059\u308b10\u500b\u306e\u8ab2\u984c&#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":[355,585],"class_list":["post-957","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-self-supervised-learning","tag-585"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/957","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=957"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/957\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=957"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}