{"id":2434,"date":"2022-10-14T04:32:00","date_gmt":"2022-10-13T19:32:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2434"},"modified":"2022-10-14T04:32:00","modified_gmt":"2022-10-13T19:32:00","slug":"knowledge-unlearning-for-mitigating-privacy-risks-in-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2434","title":{"rendered":"Knowledge Unlearning for Mitigating Privacy Risks in Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Knowledge Unlearning for Mitigating Privacy Risks in Language Models\u00a0<\/strong>[31.3]<br>\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3059\u308b\u4ee3\u66ff\u624b\u6cd5\u3068\u3057\u3066\u77e5\u8b58\u30a2\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u63d0\u6848\u3059\u308b\u3002 \u30c8\u30fc\u30af\u30f3\u30b7\u30fc\u30b1\u30f3\u30b9\u306e\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u7570\u7a2e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u76ee\u7684\u3092\u5358\u7d14\u306b\u9069\u7528\u3059\u308b\u3053\u3068\u306f\u3001\u305d\u308c\u3092\u5fd8\u308c\u308b\u306e\u306b\u52b9\u679c\u7684\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u62bd\u51fa\u653b\u6483\u306b\u8106\u5f31\u306a\u30c7\u30fc\u30bf\u304c\u5148\u5165\u89b3\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u308b\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001\u30a2\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u3088\u308a\u5f37\u529b\u306a\u7d4c\u9a13\u7684\u30d7\u30e9\u30a4\u30d0\u30b7\u4fdd\u8a3c\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2210.01504v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2210.01504v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 4 Oct 2022 10:18:11 GMT)<ul><li>\u52b9\u7387\u7684\u306aunlearning\u624b\u6cd5\u306e\u63d0\u6848\u3001\u5fd8\u308c\u308b\u305f\u3081\u306e\u640d\u5931\u95a2\u6570\u3092\u6700\u9069\u5316\u3059\u308b\u3060\u3051\u3068\u3044\u3046\u9a5a\u304d\u306e\u65b9\u6cd5<ul><li>\u306a\u305c\u3053\u308c\u3067\u3046\u307e\u304f\u3044\u304f\u306e\u3060\u308d\u3046\u30fb\u30fb\u30fb<\/li><\/ul><\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/joeljang\/knowledge-unlearning\">joeljang\/knowledge-unlearning: Knowledge Unlearning for Mitigating Privacy Risks in Language Models (github.com)<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Knowledge Unlearning for Mitigating Privacy Risks in Language Models\u00a0[31.3]\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3059\u308b\u4ee3\u66ff\u624b\u6cd5\u3068\u3057\u3066\u77e5\u8b58\u30a2\u30f3\u30e9\u30fc\u30cb\u30f3 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2434\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Knowledge Unlearning for Mitigating Privacy Risks in Language Models&#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":[426],"class_list":["post-2434","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-unlearning"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2434","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=2434"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2434\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2434"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2434"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2434"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}