{"id":4491,"date":"2021-03-30T12:00:09","date_gmt":"2021-03-30T04:00:09","guid":{"rendered":"https:\/\/infolaw.iias.sinica.edu.tw\/?p=4491"},"modified":"2021-07-09T19:37:38","modified_gmt":"2021-07-09T11:37:38","slug":"%e3%80%8c%e5%8f%b0%e7%81%a3%e8%81%af%e5%90%88%e5%ad%b8%e7%bf%92%e7%94%a2%e6%a5%ad%e5%a4%a7%e8%81%af%e7%9b%9f%e3%80%8d%e6%a0%b8%e5%bf%83%e6%88%b0%e7%95%a5%e7%94%a2%e6%a5%ad%e8%81%af%e5%90%88%e5%ad%b8","status":"publish","type":"post","link":"https:\/\/infolaw.iias.sinica.edu.tw\/?p=4491","title":{"rendered":"\u8207\u8ac7\u7d00\u9304\uff1a\u300c\u53f0\u7063\u806f\u5408\u5b78\u7fd2\u7522\u696d\u5927\u806f\u76df\u300d\u6838\u5fc3\u6230\u7565\u7522\u696d\u806f\u5408\u5b78\u7fd2\u8ad6\u58c7"},"content":{"rendered":"

\"\" \u90b1\u6587\u8070 <\/a>\u8207\u8ac7<\/p>\n

\"\" 2021\u5e7403\u670830\u65e5<\/p>\n\n\n

\"\"<\/figure>\n\n\n\n

<\/p>\n\n\n\n

\u8207\u8ac7\u4eba\uff1a<\/strong><\/strong><\/p>\n\n\n\n

\u90b1\u6587\u8070\u4e3b\u4efb \u4e2d\u592e\u7814\u7a76\u9662\u6cd5\u5f8b\u5b78\u7814\u7a76\u6240\u8cc7\u8a0a\u6cd5\u4e2d\u5fc3<\/p>\n\n\n\n

\u8207\u8ac7\u6642\u9593\uff1a<\/strong><\/strong><\/p>\n\n\n\n

2021\u5e7403\u670830\u65e5\u4e0a\u534811\u664210\u5206\u81f312\u664210\u5206<\/p>\n\n\n\n

\u8207\u8ac7\u4e3b\u984c\uff1a<\/strong><\/p>\n\n\n\n

\u806f\u5408\u5b78\u7fd2\u5c08\u5bb6\u5c0d\u8ac7\u4e4b\u4e8c\uff1a\u806f\u5408\u5b78\u7fd2\u52a0\u901fAI\u767c\u5c55\uff0d\u5efa\u69cb\u512a\u8cea\u806f\u5408\u5b78\u7fd2\u670d\u52d9\u8207\u767c\u5c55\u74b0\u5883 <\/p>\n\n\n\n

\u8207\u8ac7\u7d00\u9304\uff1a<\/strong><\/p>\n\n\n\n

\u672c\u4e2d\u5fc3\u4e3b\u4efb\u90b1\u6587\u8070\u7814\u7a76\u54e1\u65bc2021\u5e743\u670830\u65e5\uff0c\u53c3\u52a0\u7531\u53f0\u7063\u806f\u5408\u5b78\u7fd2\u7522\u696d\u5927\u806f\u76df\u4e3b\u8fa6\u4e4b\u6838\u5fc3\u6230\u7565\u7522\u696d\u806f\u5408\u5b78\u7fd2\u8ad6\u58c7\u6d3b\u52d5\uff0c\u64d4\u4efb\u806f\u5408\u5b78\u7fd2\u5c08\u5bb6\u5c0d\u8ac7\u7b2c\u4e8c\u5834\u6b21\u4e4b\u8207\u8ac7\u4eba\u3002<\/p>\n\n\n\n

\u90b1\u6587\u8070\u7814\u7a76\u54e1\u65bc\u6703\u4e2d\u8868\u793a\uff1a<\/p>\n\n\n\n

\u4e2d\u592e\u7814\u7a76\u9662\u6cd5\u5f8b\u5b78\u7814\u7a76\u6240\u8cc7\u8a0a\u6cd5\u4e2d\u5fc3\u7684\u4e3b\u8981\u4efb\u52d9\uff0c\u662f\u5e0c\u671b\u80fd\u900f\u904e\u5c0d\u8a71\u7684\u65b9\u5f0f\uff0c\u4fc3\u9032\u50f9\u503c\u5c0e\u5411\uff08value-driven\uff09\u7684\u79d1\u6280\u767c\u5c55\uff0c\u4f8b\u5982\u96b1\u79c1\u7d0d\u5165\u8a2d\u8a08\uff08Privacy by Design\uff09\u4fbf\u662f\u5c07\u50f9\u503c\u96b1\u542b\u65bc\u79d1\u6280\u767c\u5c55\u4e4b\u4e2d\uff0c\u800c\u4eba\u6b0a\u66f4\u662f\u50f9\u503c\u5c0e\u5411\u7684\u6838\u5fc3\u3002<\/p>\n\n\n\n

\u806f\u90a6\u5f0f\u5b78\u7fd2\uff08Federated Learning\uff0c\u53c8\u8b6f\u806f\u5408\u5f0f\u5b78\u7fd2\u3001\u806f\u76df\u5f0f\u5b78\u7fd2\uff09\u4e3b\u8981\u900f\u904e\u8cc7\u6599\u5206\u6563\u8655\u7406\u7684\u65b9\u5f0f\uff0c\u65bc\u8fd1\u7aef\uff08local\uff09\u81ea\u884c\u8655\u7406\u8cc7\u6599\uff0c\u907f\u514d\u8cc7\u6599\u96c6\u4e2d\uff08centralized\uff09\u8655\u7406\u6240\u53ef\u80fd\u9020\u6210\u4e4b\u8cc7\u8a0a\u5b89\u5168\u8207\u500b\u4eba\u96b1\u79c1\u7684\u554f\u984c\uff1b\u800c\u66f4\u6709\u5021\u8b70\u8005\u8a8d\u70ba\uff0c\u806f\u90a6\u5f0f\u5b78\u7fd2\u89e3\u6c7a\u4e86\u8cc7\u6599\u4e0d\u9858\u91cb\u51fa\u4e4b\u56f0\u5883\u3002<\/p>\n\n\n\n

\u7136\u800c\uff0c\u5118\u7ba1FL\u7531\u8fd1\u7aef\u81ea\u884c\u8655\u7406\u8cc7\u6599\u800c\u964d\u4f4e\u8cc7\u5b89\u98a8\u96aa\uff0c\u4f46FL\u4f9d\u820a\u6709\u906d\u5230\u60e1\u610f\u653b\u64ca\u7684\u53ef\u80fd\uff0c\u4f8b\u5982\u63a8\u8ad6\u653b\u64ca\uff08inference attack\uff09\uff1b\u800c\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5404\u7aef\u9ede\u8cc7\u6599\u4e0d\u9858\u91cb\u51fa\u7684\u771f\u6b63\u539f\u56e0\uff0c\u4e26\u975e\u7d14\u7cb9\u53cd\u5c0d\u8cc7\u6599\u7684\u96c6\u4e2d\u8655\u7406\uff0c\u800c\u662f\u5c0d\u8cc7\u6599\u76ee\u7684\u5916\u5229\u7528\u7684\u7591\u616e\u3002\u63db\u8a00\u4e4b\uff0c\u4e26\u672a\u56e0FL\u65bc\u8fd1\u7aef\u8655\u7406\u8cc7\u6599\uff0c\u5373\u81ea\u52d5\u89e3\u6c7a\u4e86\u8cc7\u6599\u76ee\u7684\u8f49\u63db\u4e4b\u5408\u6cd5\u6027\u554f\u984c\uff0c\u4e5f\u672a\u56e0FL\u4fbf\u53d6\u5f97\u76ee\u7684\u5916\u8cc7\u6599\u8655\u7406\u7684\u6b63\u7576\u6027\u57fa\u790e\u3002\u56e0\u6b64\uff0c\u8981\u89e3\u6c7a\u4e0d\u9858\u8cc7\u6599\u91cb\u51fa\u4e4b\u56f0\u5883\uff0c\u9084\u662f\u5fc5\u9808\u56de\u5230\u8cc7\u6599\u76ee\u7684\u5916\u5229\u7528\u7684\u5408\u6cd5\u57fa\u790e\u5efa\u69cb\uff1b\u63db\u8a00\u4e4b\uff0c\u8cc7\u6599\u5229\u7528\u76ee\u7684\u4e4b\u8f49\u63db\uff0c\u4ecd\u5fc5\u9808\u6709\u7b26\u5408\u6bd4\u4f8b\u539f\u5247\u7684\u6cd5\u5f8b\u660e\u6587\u898f\u5b9a\uff0c\u6216\u6eff\u8db3\u500b\u4eba\u8cc7\u8a0a\u81ea\u4e3b\u539f\u5247\uff0c\u65b9\u80fd\u5efa\u7acbFL\u6240\u9700\u4e4b\u8cc7\u6599\u8655\u7406\u7684\u6b63\u7576\u6027\u57fa\u790e\u3002<\/p>\n\n\n\n

\u8a72\u5834\u6b21\u7684\u806f\u5408\u5b78\u7fd2\u5c08\u5bb6\u5c0d\u8ac7\uff0c\u7531\u5de5\u696d\u6280\u8853\u7814\u7a76\u9662\u4f59\u5b5d\u5148\u7e3d\u71df\u904b\u9577\u4e3b\u6301\uff0c\u4e26\u7531\u53f0\u7063\u4eba\u5de5\u667a\u6167\u5be6\u9a57\u5ba4\u667a\u6167\u57ce\u5e02\u6797\u96c5\u840d\u57f7\u884c\u9577\u3001\u8cc7\u8a0a\u5de5\u696d\u7b56\u9032\u6703\u5353\u653f\u5b8f\u57f7\u884c\u9577\u3001\u53f0\u7063\u6578\u4f4d\u5149\u8a0a\u5ed6\u7d2b\u5c91\u8463\u4e8b\u9577\u3001InfuseAI\u9ad8\u5609\u826f\u5275\u8fa6\u4eba\u4ee5\u53ca\u672c\u4e2d\u5fc3\u90b1\u6587\u8070\u4e3b\u4efb\uff0c\u53c3\u8207\u5c0d\u8ac7\u3002<\/p>\n\n\n\n

\n\n\n\n
\"\"<\/figure><\/div>\n","protected":false},"excerpt":{"rendered":"

\u90b1\u6587\u8070 \u8207\u8ac7 2021\u5e7403\u670830\u65e5 \u8207\u8ac7\u4eba\uff1a \u90b1\u6587\u8070\u4e3b\u4efb&
[ Read More ]<\/a><\/p>\n","protected":false},"author":10,"featured_media":4522,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[6,38,44,299,36],"tags":[],"class_list":["post-4491","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-the-bulletin-board","category-academic-activities","category-activities-record","category-299","category-announcements","post-item clearfix"],"_links":{"self":[{"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=\/wp\/v2\/posts\/4491","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4491"}],"version-history":[{"count":21,"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=\/wp\/v2\/posts\/4491\/revisions"}],"predecessor-version":[{"id":4693,"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=\/wp\/v2\/posts\/4491\/revisions\/4693"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=\/wp\/v2\/media\/4522"}],"wp:attachment":[{"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4491"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4491"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infolaw.iias.sinica.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4491"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}