{"id":562,"date":"2022-10-07T21:37:05","date_gmt":"2022-10-07T12:37:05","guid":{"rendered":"https:\/\/www-alg.ist.hokudai.ac.jp\/?page_id=562"},"modified":"2026-04-06T11:05:58","modified_gmt":"2026-04-06T02:05:58","slug":"%e5%8d%92%e8%ab%96%e3%83%bb%e4%bf%ae%e8%ab%96%e3%83%bb%e5%8d%9a%e8%ab%96%e3%82%bf%e3%82%a4%e3%83%88%e3%83%ab","status":"publish","type":"page","link":"https:\/\/www-alg.ist.hokudai.ac.jp\/?page_id=562","title":{"rendered":"\u5352\u8ad6\u30fb\u4fee\u8ad6\u30fb\u535a\u8ad6\u30bf\u30a4\u30c8\u30eb"},"content":{"rendered":"\n

2025\u5e74\u5ea6<\/strong><\/p>\n\n\n\n

\u675c\u6d69 \u3000\u3000\u3000\u3000\u3000\u4fee\u8ad6\u3000”Can Differentially Private Fine-tuning LLMs Protect Against Privacy Attacks?”<\/p>\n

\u884c\u6728\u6e09\u771f \u3000\u3000\u3000\u4fee\u8ad6\u3000”Efficient Track-and-Stop Algorithms for Thresholding Monte Carlo Tree Search”<\/p>\n

\u4e38\u4e95\u6e1a\u751f \u3000\u3000\u3000\u4fee\u8ad6\u3000\u300c\u6c7a\u5b9a\u6728\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u306b\u5bfe\u3059\u308b\u4e88\u6e2c\u5fe0\u5b9f\u5ea6\u306e\u9ad8\u3044\u8aac\u660e\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u300d<\/p>\n

\u6c34\u8c37\u53cb\u54c9 \u3000\u3000\u3000\u4fee\u8ad6\u3000\u300c\u7e70\u308a\u8fd4\u3057\u4e0d\u5b8c\u5168\u60c5\u5831\u30b2\u30fc\u30e0\u306b\u5bfe\u3059\u308b\u30b5\u30d6\u30b2\u30fc\u30e0\u5206\u5272\u6cd5\u306e\u9ad8\u901f\u5316\u3068\u53ce\u675f\u6027\u691c\u8a3c\u300d<\/p>\n

\u8fbb\u53e3\u8f1d \u3000\u3000\u3000\u3000\u4fee\u8ad6\u3000\u300c\u591a\u69d8\u6027\u3068\u985e\u4f3c\u6027\u306b\u57fa\u3065\u304f\u5bfe\u8a71\u578b\u30b7\u30d5\u30c8\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u4f5c\u6210\u6cd5\u300d<\/p>\n

\u9752\u6728\u4fca\u8f14 \u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u304a\u3051\u308b\u6700\u5927\u901a\u904e\u6642\u9593\u6700\u5c0f\u5316\u30aa\u30f3\u30e9\u30a4\u30f3\u8907\u6570\u7d4c\u8def\u9078\u629e\u300d<\/p>\n

\u65b0\u514d\u53cb\u57fa \u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u7d71\u8a08\u7684\u691c\u51fa\u306b\u3088\u308b\u30ed\u30fc\u30ab\u30eb\u306a\u30b3\u30f3\u30bb\u30d7\u30c8\u30c9\u30ea\u30d5\u30c8\u306b\u5bfe\u5fdc\u53ef\u80fd\u306a\u9023\u5408\u5b66\u7fd2\u6cd5\u300d<\/p>\n

\u5b89\u7530\u7422\u771f \u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u89b3\u6e2c\u53ef\u80fd\u306a\u95b2\u89a7\u6df1\u5ea6\u3092\u7528\u3044\u305f\u30ab\u30eb\u30fc\u30bb\u30ebUI\u306e\u305f\u3081\u306e\u30e9\u30f3\u30ad\u30f3\u30b0\u30d0\u30f3\u30c7\u30a3\u30c3\u30c8\u300d<\/p>\n\n\n\n

2024\u5e74\u5ea6<\/strong><\/p>\n\n\n\n

\u5c0f\ufa11\u793c \u3000\u3000\u3000\u3000\u4fee\u8ad6\u3000\u300c\u30a2\u30a4\u30c6\u30e0\u306e\u6700\u5c0f\u63a8\u85a6\u5272\u5408\u3092\u4fdd\u8a3c\u3059\u308b\u30e6\u30fc\u30b6\u30b0\u30eb\u30fc\u30d7\u30d9\u30fc\u30b9\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30d0\u30c3\u30c1\u63a8\u85a6\u300d<\/p>\n

\u9234\u6728\u7406\u77e9 \u3000\u3000\u3000\u4fee\u8ad6\u3000\u300c\u591a\u76ee\u7684\u5206\u985e\u30d0\u30f3\u30c7\u30a3\u30c3\u30c8\u554f\u984c\u300d<\/p>\n

\u66f9\u65ed\u967d \u3000\u3000\u3000\u3000\u4fee\u8ad6\u3000”Enhancing Utility by Post-Processing Using Temporal Correlation in Differential Private Streaming Data Release”<\/p>\n

\u4e2d\u6751\u8003\u5e0c \u3000\u3000\u3000\u4fee\u8ad6\u3000\u300cMPI\u3092\u7528\u3044\u305f\u5206\u696d\u578b\u4e26\u5217\u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u6728\u63a2\u7d22\u300d<\/p>\n

\u6797\u4f51\u5b9c \u3000\u3000\u3000\u3000\u4fee\u8ad6\u3000\u300c\u5e73\u5747\u56de\u5e30\u7406\u8ad6\u306b\u57fa\u3065\u304f\u81ea\u52d5\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u6700\u9069\u5316\u306e\u30ea\u30b9\u30af\u5206\u6563\u6226\u7565\u300d<\/p>\n

\u99ac\u4e16\u6602 \u3000\u3000\u3000\u3000\u4fee\u8ad6\u3000”A Method for Detecting Training Data Memorization in Facial Image Generation Using Diffusion Models”<\/p>\n

\u83ca\u6c60\u88d5\u7fd4 \u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u9010\u6b21\u578b\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u4ed6\u30d7\u30ec\u30a4\u30e4\u30fc\u3068\u7570\u306a\u308bGreedy Bidding\u6226\u7565\u3092\u7528\u3044\u305f\u5834\u5408\u306e\u5f71\u97ff\u5206\u6790\u300d<\/p>\n

\u7027\u5c71\u6b69 \u3000\u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u5e02\u5834\u5168\u4f53\u306e\u52d5\u5411\u3092\u8003\u616e\u3057\u305f\u4f4e\u30ea\u30b9\u30af\u306a\u30aa\u30f3\u30e9\u30a4\u30f3\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u6700\u9069\u5316\u300d<\/p>\n

\u6a4b\u672c\u660c\u6a39 \u3000\u3000\u3000\u5352\u8ad6\u3000\u300cMax-Sum\u591a\u69d8\u6027\u304c\u5927\u304d\u306a\u30a2\u30a4\u30c6\u30e0\u96c6\u5408\u3092\u63a8\u85a6\u3059\u308b\u6587\u8108\u30d0\u30f3\u30c7\u30a3\u30c3\u30c8\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u300d<\/p>\n

\u5c71\u5ddd\u6681\u745b \u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u6700\u9069\u8f38\u9001\u7406\u8ad6\u3092\u7528\u3044\u305f\u697d\u66f2\u30e1\u30ed\u30c7\u30a3\u5909\u63db\u624b\u6cd5\u300d<\/p>\n\n\n\n

2023\u5e74\u5ea6<\/strong><\/p>\n\n\n\n

\u4e38\u4e95\u6e1a\u751f \u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u65e5\u672c\u8a9e\u306b\u304a\u3051\u308b \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u751f\u6210\u6587\u691c\u51fa\u300d<\/p>\n

\u884c\u6728\u6e09\u771f \u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u95a2\u6570\u304c\u4e0e\u3048\u3089\u308c\u305f\u4e88\u7b97\u5236\u7d04\u4ed8\u7d44\u5408\u305b\u6700\u9069\u8a2d\u5099\u6295\u8cc7\u554f\u984c\u306b\u5bfe\u3059\u308b\u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u6728\u63a2\u7d22\u6cd5\u306e\u63d0\u6848\u300d<\/p>\n

\u516b\u6728\u7693\u5e73 \u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u6700\u9069\u8f38\u9001\u7406\u8ad6\u3092\u7528\u3044\u305f\u30e1\u30ed\u30c7\u30a3\u30fc\u697d\u8b5c\u304b \u3089\u306e\u4f5c\u66f2\u5bb6\u63a8\u5b9a\u300d<\/p>\n\n\n\n

2022\u5e74\u5ea6<\/strong><\/p>\n\n\n\n

\u5009\u6d25\u79c0\u5f6c \u3000\u3000\u3000\u4fee\u8ad6\u3000\u300c\u30b9\u30ea\u30e0\u5316\u53ef\u80fd\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308b\u69cb\u7bc9\u300d<\/p>\n

\u6749\u68ee\u88d5\u6597 \u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u8b58\u5225\u30d1\u30bf\u30fc\u30f3\u30de\u30a4\u30cb\u30f3\u30b0\u3092\u7528\u3044\u305f\u81ea\u52d5\u30d0\u30b0\u9650\u5c40\u300d<\/p>\n

\u4e2d\u6751\u8003\u5e0c \u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u4e26\u5217\u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u6728\u63a2\u7d22MP-MCTS\u6cd5\u306b\u304a\u3051\u308b\u4eee\u60f3\u5831\u916c\u306e\u5f71\u97ff\u300d<\/p>\n

\u6797\u4f51\u5b9c \u3000\u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u90e8\u5206\u7684\u74b0\u5883\u5909\u5316\u306b\u52b9\u7387\u826f\u304f\u9069\u5fdc\u3059\u308b\u5f37\u5316\u5b66\u7fd2\u6cd5\u300d<\/p>\n\n\n\n

2021\u5e74\u5ea6<\/strong><\/p>\n\n\n\n

Gong Linghua\u3000\u4fee\u8ad6\u3000\u300c\u30af\u30e9\u30b9\u30bf\u69cb\u9020\u9069\u5408\u306b\u3088\u308b\u30c9\u30e1\u30a4\u30f3\u9069\u5fdc\u300d<\/p>\n

\u8305\u6839\u5b8f\u4ecb \u3000\u3000\u3000\u4fee\u8ad6\u3000\u300c\u8fba\u8272\u4ed8\u304d\u30b0\u30e9\u30d5\u4e0a\u306e\u30d1\u30b9\u306e\u8272\u5217\u306b\u3088\u308b\u8907\u6570\u7406\u7531\u63d0\u793a\u53ef\u80fd\u306a\u63a8\u85a6\u300d<\/p>\n

\u82b3\u9418\u5c07 \u3000\u3000\u3000\u3000\u5352\u8ad6\u3000\u300c\u6642\u9593\u7a93\u3092\u7528\u3044\u305f\u9069\u5fdc\u578b\u30aa\u30f3\u30e9\u30a4\u30f3\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u306e\u691c\u8a0e\u300d<\/p>\n","protected":false},"excerpt":{"rendered":"

2025\u5e74\u5ea6 \u675c\u6d69 \u3000\u3000\u3000\u3000\u3000<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www-alg.ist.hokudai.ac.jp\/index.php?rest_route=\/wp\/v2\/pages\/562"}],"collection":[{"href":"https:\/\/www-alg.ist.hokudai.ac.jp\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www-alg.ist.hokudai.ac.jp\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www-alg.ist.hokudai.ac.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www-alg.ist.hokudai.ac.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=562"}],"version-history":[{"count":29,"href":"https:\/\/www-alg.ist.hokudai.ac.jp\/index.php?rest_route=\/wp\/v2\/pages\/562\/revisions"}],"predecessor-version":[{"id":1119,"href":"https:\/\/www-alg.ist.hokudai.ac.jp\/index.php?rest_route=\/wp\/v2\/pages\/562\/revisions\/1119"}],"wp:attachment":[{"href":"https:\/\/www-alg.ist.hokudai.ac.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=562"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}