{"id":5400,"date":"2022-08-09T12:20:17","date_gmt":"2022-08-09T03:35:17","guid":{"rendered":"https:\/\/www.inforsec.org\/wp\/?p=5400"},"modified":"2022-08-09T12:20:17","modified_gmt":"2022-08-09T03:35:17","slug":"2022%e5%b9%b4inforsec%e7%bd%91%e7%bb%9c%e7%a9%ba%e9%97%b4%e5%ae%89%e5%85%a8%e5%a4%a7%e5%ad%a6%e7%94%9f%e5%a4%8f%e4%bb%a4%e8%90%a5%e5%ad%a6%e6%9c%af%e4%b8%93%e5%9c%ba%ef%bc%8c","status":"publish","type":"post","link":"http:\/\/202.112.238.40\/wp\/?p=5400","title":{"rendered":"2022\u5e74InForSec\u201c\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u201d\u5927\u5b66\u751f\u590f\u4ee4\u8425\u5b66\u672f\u4e13\u573a\uff0c\u5feb\u6765\u548c\u5bfc\u5e08\u9762\u5bf9\u9762\u4ea4\u6d41\uff01"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">2022\u5e74InForSec\u201c\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u201d\u5927\u5b66\u751f\u590f\u4ee4\u8425\u66a8\u7b2c\u4e00\u5c4aDataCon\u7279\u8bad\u8425\uff08DataCon Summer camp\uff09\u4e8e8\u67082\u65e5\u81f311\u65e5\u5728\u4e1c\u5357\u5927\u5b66\u4e3e\u884c\uff1b\u6d3b\u52a8\u9762\u5411\u5168\u56fd\u8ba1\u7b97\u673a\u3001\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u76f8\u5173\u4e13\u4e1a\u7684\u9ad8\u5e74\u7ea7\u672c\u79d1\u751f\u548c\u5728\u8bfb\u7814\u7a76\u751f\uff0c\u65e8\u5728\u5e2e\u52a9\u5b66\u751f\u63d0\u5347\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b9e\u6218\u80fd\u529b\u548c\u6c34\u5e73\uff0c\u4fc3\u8fdb\u7f51\u7edc\u5b89\u5168\u76f8\u5173\u65b9\u5411\u8001\u5e08\u3001\u5b66\u751f\u4e4b\u95f4\u7684\u4e86\u89e3\u548c\u6c9f\u901a\uff0c\u5e2e\u52a9\u5b66\u751f\u4e86\u89e3\u7f51\u7edc\u5b89\u5168\u76f8\u5173\u7684\u7814\u7a76\u65b9\u5411\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">8\u670811\u65e5\uff0c\u590f\u4ee4\u8425\u8fd8\u5c06\u4e3e\u529e\u4e13\u9898\u5b66\u672f\u62a5\u544a\u6d3b\u52a8\uff0c\u9080\u8bf7\u4e86\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u3001\u4e2d\u56fd\u79d1\u5b66\u9662\u5927\u5b66\u3001\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u3001\u6d59\u6c5f\u5927\u5b66\u3001\u5357\u65b9\u79d1\u6280\u5927\u5b66\u4ee5\u53ca\u7f8e\u56fd\u52a0\u5dde\u5927\u5b66\u6cb3\u6ee8\u5206\u6821\u3001\u5fb7\u56fdCISPA\u7814\u7a76\u4e2d\u5fc3\u7684\u77e5\u540d\u6559\u6388\u5b66\u8005\uff0c\u4f5c\u4e3a\u535a\u58eb\u751f\u5bfc\u5e08\u7684\u4ed6\u4eec\uff0c\u5c06\u5206\u4eab\u7f51\u7edc\u5b89\u5168\u524d\u6cbf\u6280\u672f\u7684\u53d1\u5c55\u53ca\u73b0\u72b6\uff0c\u540c\u65f6\uff0c\u4ecb\u7ecd\u4ed6\u4eec\u5728\u7814\u7a76\u8fc7\u7a0b\u4e2d\u7684\u5fc3\u5f97\u4f53\u4f1a\u548c\u7ecf\u9a8c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b22\u8fce\u5927\u5bb6\u626b\u63cf\u6587\u672b\u4e8c\u7ef4\u7801\u62a5\u540d\u53c2\u4f1a\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65f6\u95f4\uff1a<\/strong>8\u670811\u65e59:00-17:00<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5730\u70b9\uff1a<\/strong>\u4e1c\u5357\u5927\u5b66\u4e5d\u9f99\u6e56\u5bbe\u9986\u4e8c\u5c42\u62a5\u544a\u5385<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e3b\u529e\uff1a<\/strong>\u7f51\u5b89\u56fd\u9645\u5b66\u672f\u8bba\u575bInForSec<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u627f\u529e\uff1a<\/strong>\u4e1c\u5357\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u534f\u529e\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u590d\u65e6\u5927\u5b66\u7cfb\u7edf\u8f6f\u4ef6\u4e0e\u5b89\u5168\u5b9e\u9a8c\u5ba4<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d59\u6c5f\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u7814\u7a76\u4e2d\u5fc3<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c71\u4e1c\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e2d\u56fd\u79d1\u5b66\u9662\u8f6f\u4ef6\u6240\u53ef\u4fe1\u8ba1\u7b97\u4e0e\u4fe1\u606f\u4fdd\u969c\u5b9e\u9a8c\u5ba4<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u767e\u5ea6\u5b89\u5168<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5947\u5b89\u4fe1\u96c6\u56e2<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8682\u8681\u96c6\u56e2<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;DataCon\u7ec4\u59d4\u4f1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff08\u4ee5\u4e0a\u6392\u540d\u4e0d\u5206\u5148\u540e\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f1a\u8bae\u76f4\u64ad\uff1a<\/strong>www.inforsec.org\/live<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff08\u5907\u6ce8\uff1a\u5177\u4f53\u8bae\u7a0b\u4ee5\u4f1a\u8bae\u5f53\u5929\u4e3a\u51c6\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"text-align:center\"><strong>\u65e5<\/strong><strong>\u7a0b<\/strong><strong>\u5b89<\/strong><strong>\u6392<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>8\u670811\u65e5\u4e0a\u5348<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e3b\u6301\u4eba\uff1a\u6bb5\u6d77\u65b0&nbsp;\u6e05\u534e\u5927\u5b66\u7f51\u7edc\u7814\u7a76\u9662\u6559\u6388<\/strong><\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>#  8:30-9:00\u00a0 \u7b7e\u5230<\/strong><\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>#  9:00-9:10\u00a0\u00a0\u81f4\u8f9e<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a0b\u5149&nbsp;&nbsp;\u4e1c\u5357\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u9662\u957f\u3001\u6559\u6388<\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>#  9:10-9:40\u00a0\u00a0\u7ed3\u5408\u8f6f\u4ef6\u5b89\u5168\u5de5\u4f5c\u8c08\u6709\u4ef7\u503c\u7814\u7a76 <\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90b9\u5fb7\u6e05 &nbsp;\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u526f\u9662\u957f\u3001\u6559\u6388<\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>#  9:40-10:10\u00a0\u00a0\u6f2b\u8c08\u6f0f\u6d1e\u7814\u7a76<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u94b1\u5fd7\u4e91 \u52a0\u5dde\u5927\u5b66\u6cb3\u6ee8\u5206\u6821\u6559\u6388<\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>#  10:10-10:20\u00a0\u00a0\u8336\u6b47<\/strong> <\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>#  10:20-10:50\u00a0\u00a0\u56fd\u9645\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u4ecb\u7ecd\u4e0e\u6570\u636e\u5206\u6790<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u7389\u6e05&nbsp; &nbsp;\u4e2d\u56fd\u79d1\u5b66\u9662\u5927\u5b66<\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>#  10:50-11:20\u00a0\u00a0AI\u7cfb\u7edf\u5b89\u5168\u98ce\u9669\u4e0e\u6d4b\u8bd5\u8bc4\u4f30<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u853a\u741b\u7693&nbsp; \u897f\u5b89\u4ea4\u901a\u5927\u5b66\u7814\u7a76\u5458\u3001\u535a\u58eb\u751f\u5bfc\u5e08<\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>#  11:20-11:50\u00a0\u00a0\u6570\u636e\u9a71\u52a8\u7684\u6a21\u7cca\u6d4b\u8bd5\u6280\u672f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u65ed\u9e3f&nbsp; \u6d59\u6c5f\u5927\u5b66\u8f6f\u4ef6\u5b66\u9662\u7814\u7a76\u5458\u3001\u535a\u5bfc<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>8\u670811\u65e5\u4e0b\u5348<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e3b\u6301\u4eba\uff1a\u7a0b\u5149&nbsp;&nbsp;<\/strong><strong>\u4e1c\u5357\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u9662\u957f\u3001\u6559\u6388<\/strong><\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>#  13:30-14:15\u00a0 \u6253\u9020\u673a\u5bc6\u8ba1\u7b97\u7684\u5b89\u5168\u5e95\u5ea7\u00a0 <\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u6bb7\u4e7e&nbsp; \u5357\u65b9\u79d1\u6280\u5927\u5b66\u6559\u6388<\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong># 14:15-14:45\u00a0\u00a0Quantifying Privacy Risks of Machine Learning Models\uff08\u91cf\u5316\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u9690\u79c1\u98ce\u9669\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u9633 &nbsp;&nbsp;\u5fb7\u56fdCISPA\u7814\u7a76\u4e2d\u5fc3\u7814\u7a76\u5458<\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>#  14:45-15:00 \u8336\u6b47 <\/strong><\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong># 15:00-16:00\u00a0 \u5bfc\u5e08\u9762\u5bf9\u9762<\/strong><\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong># 16:00-17:00\u00a0\u00a0\u590f\u4ee4\u8425\u7ed3\u8425\u5178\u793c<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"text-align:center\"><strong>\u5609<\/strong><strong>\u5bbe<\/strong><strong>\u4ecb<\/strong><strong>\u7ecd<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"text-align:center\"><strong>\uff08\u6309\u51fa\u5e2d\u5148\u540e\u987a\u5e8f\uff09<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/08\/1.png\" alt=\"\" class=\"wp-image-5401\" width=\"227\" height=\"223\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/1.png 454w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/1-300x294.png 300w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/1-150x147.png 150w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/1-153x150.png 153w\" sizes=\"auto, (max-width: 227px) 100vw, 227px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7a0b\u5149 &nbsp;\u4e1c\u5357\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u9662\u957f\u3001\u6559\u6388<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a0b\u5149\uff0c\u4e1c\u5357\u5927\u5b66\u6559\u6388\u3001\u535a\u5bfc\uff0c\u73b0\u4efb\u4e1c\u5357\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u6267\u884c\u9662\u957f\uff0c\u8ba1\u7b97\u673a\u7f51\u7edc\u548c\u4fe1\u606f\u96c6\u6210\u6559\u80b2\u90e8\u91cd\u70b9\u5b9e\u9a8c\u5ba4\u4e3b\u4efb\u3001\u56fd\u5bb6\u7f51\u7edc\u7a7a\u95f4\u56fd\u9645\u6cbb\u7406\u7814\u7a76\u57fa\u5730(\u4e1c\u5357\u5927\u5b66)\u6267\u884c\u4e3b\u4efb\u3001\u6c5f\u82cf\u7701\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u9ad8\u6821\u8054\u76df\u7406\u4e8b\u957f\u3001\u4e2d\u56fd\u6307\u6325\u63a7\u5236\u5b66\u4f1a\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u4e13\u59d4\u4f1a\u526f\u4e3b\u4efb\u3001\u4fe1\u606f\u7cfb\u7edf\u5b89\u5168\u56fd\u9632\u5b9e\u9a8c\u5ba4\u5b66\u672f\u59d4\u5458\u4f1a\u59d4\u5458\u7b49\u793e\u4f1a\u517c\u804c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2003\u5e74\u83b7\u4e1c\u5357\u5927\u5b66\u5de5\u5b66\u535a\u58eb,2006\u5e74-2007\u5e74\u5728\u7f8e\u56fd\u4f50\u6cbb\u4e9a\u7406\u5de5\u5927\u5b66\u4ece\u4e8b\u535a\u58eb\u540e\u7814\u7a76,2012\u5e74\u548c2016\u5e74\u671f\u95f4\u5206\u522b\u5728\u7f8e\u56fd\u4e9a\u5229\u6851\u90a3\u5927\u5b66\u548c\u7f8e\u56fd\u5fb7\u5dde\u5965\u65af\u6c40\u5206\u6821\u4ece\u4e8b\u9ad8\u7ea7\u8bbf\u95ee\u5b66\u8005\u7814\u7a76\u5de5\u4f5c\u30022017\u5e74\u88ab\u4e2d\u592e\u7f51\u4fe1\u529e\u8bc4\u4e3a \u201c\u7f51\u7edc\u5b89\u5168\u4f18\u79c0\u6559\u5e08\u201d\uff0c\u5165\u9009\u6c5f\u82cf\u7701\u201c\u9752\u84dd\u5de5\u7a0b\u201d\u3001\u201c333\u5de5\u7a0b\u201d\u3001\u201c\u516d\u5927\u4eba\u624d\u9ad8\u5cf0\u201d\u3001\u201c\u534e\u82f1\u9752\u5e74\u5b66\u8005\u201d\u3001\u201c\u534e\u82f1\u5b66\u8005\u201d\u3002\u4e3b\u6301\u4e2d\u592e\u7f51\u4fe1\u529e\u3001\u6559\u80b2\u90e8\u7684\u201c\u4e00\u6d41\u7f51\u7edc\u5b89\u5168\u5b66\u9662\u5efa\u8bbe\u793a\u8303\u9879\u76ee\u201d\u3001\u201c\u7f51\u7edc\u7a7a\u95f4\u56fd\u9645\u6cbb\u7406\u7814\u7a76\u57fa\u5730\u201d\u3001\u6559\u80b2\u90e8\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u65b0\u5de5\u79d1\u7b49\u9879\u76ee\u30022018\u5e74\u83b7\u5f97\u56fd\u5bb6\u6559\u5b66\u6210\u679c\u4e00\u7b49\u5956\uff0c2014\u5e74\u83b7\u5f97\u6c5f\u82cf\u7701\u79d1\u5b66\u6280\u672f\u5956\u4e8c\u7b49\u5956\u7b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u65b9\u5411\u4e3a\u5728\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u3001\u6d41\u91cf\u5927\u6570\u636e\u3001\u672a\u6765\u7f51\u7edc\u7406\u8bba\u4e0e\u65b9\u6cd5\u7b49\u7814\u7a76\u9886\u57df\u627f\u62c5\u56fd\u5bb6\u7701\u90e8\u7ea7\u79d1\u7814\u9879\u76ee30\u9879\u3002\u5728\u56fd\u5185\u5916\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u5982IEEE\/ACM Transactions on Networking\u3001\u8ba1\u7b97\u673a\u5b66\u62a5\u3001\u8f6f\u4ef6\u5b66\u62a5\u7b49\u53d1\u8868\u5b66\u672f\u8bba\u6587100\u4f59\u7bc7\uff0c\u53d1\u8868SCI\u7d22\u5f15\u8bba\u6587\u8fd120\u7bc7\uff0c\u51fa\u7248\u4e13\u84576\u90e8\u3002\u83b7\u5f97\u56fd\u5bb6\u3001\u7701\u90e8\u7ea7\u548c\u4f01\u4e1a\u79d1\u7814\u9879\u76ee\u8d44\u52a930\u4f59\u9879\uff0c\u53d6\u5f97\u4e86\u521b\u65b0\u6027\u7814\u7a76\u6210\u679c\uff1b\u83b7\u5f97\u6388\u6743\u53d1\u660e\u4e13\u522922\u9879\uff0c\u5df2\u7ecf\u6210\u529f\u8f6c\u53165\u9879\u4e13\u5229\u3002\u51fa\u7248\u4e13\u84577\u90e8\uff0c\u57f9\u517b\u7814\u7a76\u751f100\u4f59\u4eba\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/08\/2.png\" alt=\"\" class=\"wp-image-5402\" width=\"195\" height=\"284\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/2.png 390w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/2-206x300.png 206w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/2-103x150.png 103w\" sizes=\"auto, (max-width: 195px) 100vw, 195px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u90b9\u5fb7\u6e05&nbsp;&nbsp;\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u526f\u9662\u957f\u3001\u6559\u6388<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a&nbsp;\u7ed3\u5408\u8f6f\u4ef6\u5b89\u5168\u5de5\u4f5c\u8c08\u6709\u4ef7\u503c\u7814\u7a76<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5185\u5bb9\u6458\u8981\uff1a<br><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90b9\u5fb7\u6e05\uff0c\u535a\u58eb\uff0c\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u526f\u9662\u957f\u517c\u8ba1\u7b97\u673a\u5b66\u9662\u526f\u9662\u957f\uff0c\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4f18\u79c0\u6559\u5e08\uff0c\u6559\u80b2\u90e8\u65b0\u4e16\u7eaa\u4f18\u79c0\u4eba\u624d\uff0c\u6559\u80b2\u90e8\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u6559\u80b2\u6307\u5bfc\u59d4\u5458\u4f1a\u59d4\u5458\uff0c\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4eba\u624d\u4e0e\u521b\u65b0\u57fa\u5730\u529e\u516c\u5ba4\u526f\u4e3b\u4efb\uff0c\u6b66\u6c49\u5e02\u7f51\u7edc\u5b89\u5168\u6218\u7565\u4e0e\u53d1\u5c55\u7814\u7a76\u9662\u526f\u9662\u957f\uff0c\u6b66\u6c49\u2022\u4e2d\u56fd\u5149\u8c37\u4fe1\u606f\u4e0e\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u4ea7\u4e1a\u6280\u672f\u521b\u65b0\u8054\u76df\u7406\u4e8b\u957f\uff0c\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u5927\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u8ba1\u7b97\u4e13\u59d4\u4f1a\u526f\u79d8\u4e66\u957f\u3002\u00a0\u4e3b\u6301\u79d1\u6280\u90e8\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u91cd\u70b9\u4e13\u9879\u8bfe\u9898\u3001863\u8bfe\u9898\u3001\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u7b49\u591a\u4e2a\u56fd\u5bb6\u91cd\u8981\u9879\u76ee\uff0c\u4e5f\u662f973\u8ba1\u5212\u9879\u76ee\u201c\u4e91\u8ba1\u7b97\u5b89\u5168\u57fa\u7840\u7406\u8bba\u4e0e\u65b9\u6cd5\u7814\u7a76\u201d\u7684\u6280\u672f\u8d1f\u8d23\u4eba\uff0c\u51fa\u7248\u8457\u4f5c4\u90e8\uff0c\u53d1\u8868\u91cd\u8981\u5b66\u672f\u8bba\u6587100\u4f59\u7bc7\u3002\u7533\u8bf7\uff0f\u83b7\u5f9740\u4f59\u9879\u56fd\u5bb6\u6280\u672f\u53d1\u660e\u4e13\u5229\uff08\u5305\u62ec\uff1a3\u9879\u56fd\u9645\u4e13\u5229\uff09\u3002\u83b71\u9879\u6559\u80b2\u90e8\u6280\u672f\u53d1\u660e\u4e00\u7b49\u5956\uff0c1\u9879\u6e56\u5317\u7701\u79d1\u6280\u8fdb\u6b65\u4e00\u7b49\u5956\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/08\/1660011253807.png\" alt=\"\" class=\"wp-image-5404\" width=\"200\" height=\"282\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u94b1\u5fd7\u4e91&nbsp;&nbsp;&nbsp;\u52a0\u5dde\u5927\u5b66\u6cb3\u6ee8\u5206\u6821\u526f\u6559\u6388<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u6f2b\u8c08\u6f0f\u6d1e\u7814\u7a76<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u94b1\u5fd7\u4e91\u662f\u52a0\u5dde\u5927\u5b66\u6cb3\u6ee8\u5206\u6821\u00a0(University of California, Riverside) \u7684\u526f\u6559\u6388\u3002\u4ed6\u7684\u7814\u7a76\u5174\u8da3\u5728\u4e8e\u7f51\u7edc\uff0c\u64cd\u4f5c\u7cfb\u7edf\uff0c\u4ee5\u53ca\u8f6f\u4ef6\u5b89\u5168\u3002\u5176\u4e2d\u6d89\u53ca\u5230TCP\/IP\u534f\u8bae\u7684\u8bbe\u8ba1\u4e0e\u5b9e\u73b0\uff0c\u5b89\u5353\u64cd\u4f5c\u7cfb\u7edf\u7684\u6f0f\u6d1e\u6316\u6398\u548c\u5206\u6790\uff0c\u4ee5\u53ca\u4fa7\u4fe1\u9053\u5728\u7f51\u7edc\u7cfb\u7edf\u9886\u57df\u4e2d\u7684\u5b89\u5168\u6027\u7814\u7a76\u3002\u7814\u7a76\u66fe\u83b7\u5f97 \u00a0ACM CCS 2020 Distinguished Paper Award, IRTF Applied Networking Research Prize, Facebook Internet Defense Prize Finalist, \u4ee5\u53ca GeekPwn \u6700\u5927\u8111\u6d1e\u5956\u3002\u00a0<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/08\/1660011392722.png\" alt=\"\" class=\"wp-image-5405\" width=\"196\" height=\"245\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5f20\u7389\u6e05 \u00a0\u4e2d\u56fd\u79d1\u5b66\u9662\u5927\u5b66\u6559\u6388<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u56fd\u9645\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u4ecb\u7ecd\u4e0e\u6570\u636e\u5206\u6790<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5185\u5bb9\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fd\u9645\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\uff1a\u4e09\u5927\u5bc6\u7801\u4f1a\uff08\u7f8e\u5bc6\u3001\u6b27\u5bc6\u3001\u4e9a\u5bc6\uff09+\u7cfb\u7edf\u5b89\u5168\u56db\u5927\u9876\u4f1a\uff08ACM CCS\u3001USENIX SECURITY\u3001IEEE S&amp;P\u3001NDSS\uff09\u4ecb\u7ecd\uff0c1980-2022\u5e74\u9876\u4f1a\u6570\u636e\u4e0e\u5206\u6790\uff0c\u4e2d\u56fd\u5927\u9646\u4f5c\u8005\u4e0e\u5355\u4f4d\u6570\u636e\u7edf\u8ba1\u4e0e\u5206\u6790\uff0c\u56fd\u9645\u5b89\u5168\u7814\u7a76\u65b9\u5411\u5206\u6790\u7b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u7389\u6e05\uff0c\u6559\u6388\/\u535a\u5bfc\uff0c\u56fd\u5bb6\u8ba1\u7b97\u673a\u7f51\u7edc\u5165\u4fb5\u9632\u8303\u4e2d\u5fc3\u4e3b\u4efb\uff0c\u4e3b\u8981\u4ece\u4e8b\u7f51\u7edc\u4e0e\u7cfb\u7edf\u5b89\u5168\u65b9\u9762\u7684\u7814\u7a76\uff0c\u53d1\u8868SCI\/EI\u8bba\u6587100\u4f59\u7bc7\uff0c\u5176\u4e2d\u6709ACM CCS\u3001USENIX SECURITY\u3001IEEE S&amp;P\u3001NDSS\u3001TDSC\u7b49\uff0c\u5236\u5b9a\u56fd\u5bb6\u53ca\u884c\u4e1a\u6807\u51c67\u4e2a\uff0c\u5148\u540e\u627f\u62c5\u56fd\u5bb6\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u9879\u76ee\u3001\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u91cd\u70b9\u9879\u76ee\u3001\u56fd\u5bb6242\u4fe1\u606f\u5b89\u5168\u8ba1\u5212\u9879\u76ee\u7b49\u8bfe\u9898\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\uff1a\u7f51\u7edc\u653b\u51fb\u4e0e\u9632\u5fa1\u3001\u5b89\u5168\u6f0f\u6d1e\u6316\u6398\u4e0e\u5229\u7528\u3001\u4eba\u5de5\u667a\u80fd\u4e0e\u5b89\u5168\u3001\u7269\u8054\u7f51\u5b89\u5168\u7b49\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/08\/5.png\" alt=\"\" class=\"wp-image-5406\" width=\"198\" height=\"299\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u853a\u741b\u7693 \u897f\u5b89\u4ea4\u901a\u5927\u5b66\u7814\u7a76\u5458 \u535a\u58eb\u751f\u5bfc\u5e08<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1aAI\u7cfb\u7edf\u5b89\u5168\u98ce\u9669\u4e0e\u6d4b\u8bd5\u8bc4\u4f30<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5185\u5bb9\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\u548c\u5e94\u7528\uff0c\u5176\u5b89\u5168\u6027\u95ee\u9898\u4e5f\u5e7f\u53d7\u5173\u6ce8\u3002\u672c\u62a5\u544a\u56f4\u7ed5AI\u5b89\u5168\uff0c\u7ed3\u5408\u6700\u65b0\u7684\u76f8\u5173\u7814\u7a76\u8fdb\u5c55\u53ca\u672c\u56e2\u961f\u5728\u76f8\u5173\u65b9\u9762\u7684\u7814\u7a76\u6210\u679c\uff0c\u9488\u5bf9AI\u7cfb\u7edf\u4e2d\u4fe1\u606f\u4f20\u9012\u5168\u6d41\u7a0b\u7684\u5b89\u5168\u98ce\u9669\u53ca\u653b\u9632\u6280\u672f\u5f00\u5c55\u4ecb\u7ecd\uff0c\u8986\u76d6AI\u7cfb\u7edf\u7684\u6570\u636e\u5c42\u3001\u6a21\u578b\u5c42\u3001\u6846\u67b6\u5c42\u7684\u5b89\u5168\u5206\u6790\uff0c\u5e76\u4ecb\u7ecd\u76f8\u5173\u7684\u6d4b\u8bd5\u8bc4\u4f30\u4e0e\u4fee\u590d\u6280\u672f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u853a\u741b\u7693\uff0c\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u9752\u5e74\u62d4\u5c16\u4eba\u624d\u3001\u7279\u8058\u7814\u7a76\u5458\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u672c\u7855\u535a\u5206\u522b\u6bd5\u4e1a\u4e8e\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u3001\u7f8e\u56fd\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u53ca\u9999\u6e2f\u7406\u5de5\u5927\u5b66\uff0c\u5165\u9009\u6df1\u5733\u5e02\u6d77\u5916\u9ad8\u5c42\u6b21\u4eba\u624d\u3001\u9655\u897f\u7701\u9ad8\u5c42\u6b21\u4eba\u624d\u5f15\u8fdb\u8ba1\u5212\u3001\u9655\u897f\u7701\u9752\u5e74\u79d1\u6280\u65b0\u661f\u7b49\u3002\u76ee\u524d\u4e3b\u8981\u7814\u7a76\u9886\u57df\u4e3a\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u3001\u5bf9\u6297\u6027\u673a\u5668\u5b66\u4e60\u3001\u667a\u80fd\u8eab\u4efd\u5b89\u5168\u5206\u6790\u7b49\u3002\u8fd15\u5e74\u53d1\u8868IEEE TPAMI\u3001TDSC\u3001TIFS\u3001TIP\u3001PR\u3001AAAI\u3001IJCAI\u3001ECCV\u7b49\u9ad8\u6c34\u5e73\u8bba\u658720\u4f59\u7bc7\uff0c\u83b7\u5f97IJCAI-DCM\u3001ICICS\u7b49\u56fd\u9645\u4f1a\u8bae\u6700\u4f73\u8bba\u6587\u5956\u3002\u5148\u540e\u4e3b\u6301\u79d1\u6280\u521b\u65b02030-\u201c\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u201d\u91cd\u5927\u9879\u76ee\u8bfe\u9898\u3001\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u9752\u5e74\u79d1\u5b66\u5bb6\u9879\u76ee\u8bfe\u9898\u3001\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u533a\u57df\u8054\u5408\u57fa\u91d1\u91cd\u70b9\u9879\u76ee\u8bfe\u9898\u3001\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9752\u5e74\u9879\u76ee\u7b49\u3002\u627f\u62c5\u534e\u4e3a\u521b\u65b0\u9879\u76ee\u3001OPPO\u521b\u65b0\u9879\u76ee\u7b49\u591a\u9879\u6821\u4f01\u8054\u5408\u9879\u76ee\u3002\u62c5\u4efb\u4e2d\u56fd\u4eba\u5de5\u667a\u80fd\u5b66\u4f1a\u59d4\u5458\u3001\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u8ba1\u7b97\u4e13\u59d4\u4f1a\u59d4\u5458\u7b49\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/08\/6.png\" alt=\"\" class=\"wp-image-5407\" width=\"200\" height=\"278\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5f20\u65ed\u9e3f \u6d59\u6c5f\u5927\u5b66 \u8f6f\u4ef6\u5b66\u9662\u7814\u7a76\u5458\uff0c\u535a\u5bfc<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u6570\u636e\u9a71\u52a8\u7684\u6a21\u7cca\u6d4b\u8bd5\u6280\u672f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5185\u5bb9\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u9ad8\u6548\u8bc6\u522b\u8f6f\u4ef6\u4e2d\u7684\u6f0f\u6d1e\uff0c\u6a21\u7cca\u6d4b\u8bd5\u6280\u672f\u6210\u4e3a\u5b66\u672f\u754c\u4e0e\u5de5\u4e1a\u754c\u7684\u7814\u7a76\u70ed\u70b9\u4e4b\u4e00\uff0c\u4f46\u662f\u73b0\u6709\u6a21\u7cca\u6d4b\u8bd5\u6280\u672f\u4ecd\u5b58\u5728\u7740\u6548\u7387\u4f4e\u3001\u968f\u673a\u6027\u5f3a\u7b49\u95ee\u9898\uff0c\u5982\u4f55\u5b9e\u73b0\u667a\u80fd\u5316\u7684\u6a21\u7cca\u6d4b\u8bd5\u4ecd\u9700\u8fdb\u4e00\u6b65\u52a0\u5f3a\u7814\u7a76\u3002\u672c\u6b21\u62a5\u544a\u5c06\u56f4\u7ed5\u6570\u636e\u9a71\u52a8\u7684\u6a21\u7cca\u6d4b\u8bd5\u6280\u672f\uff0c\u5206\u6790\u4f20\u7edf\u6a21\u7cca\u6d4b\u8bd5\u5de5\u5177\u5b58\u5728\u7684\u6f5c\u5728\u7f3a\u9677\uff0c\u5e76\u4ecb\u7ecd\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u4f18\u5316\u7684\u6a21\u7cca\u6d4b\u8bd5\u65b0\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u65ed\u9e3f\uff0c\u6d59\u6c5f\u5927\u5b66\u5e73\u53f0\u201c\u767e\u4eba\u8ba1\u5212\u201d\u7814\u7a76\u5458\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u3001\u6d59\u6c5f\u5927\u5b66\u6ee8\u6c5f\u7814\u7a76\u9662\u201c\u767e\u4eba\u8ba1\u5212\u201d\u7814\u7a76\u5458\u3001\u6d59\u6c5f\u5927\u5b66\u8f6f\u4ef6\u5b66\u9662\u4eba\u624d\u5f15\u8fdb\u52a9\u7406\uff0c\u83b7\u7f8e\u56fd\u4e2d\u4f5b\u7f57\u91cc\u8fbe\u5927\u5b66\u8ba1\u7b97\u673a\u5de5\u7a0b\u535a\u58eb\uff0c\u66fe\u4efb\u804c\u7f8e\u56fd\u9886\u82f1\u516c\u53f8\u9ad8\u7ea7\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u4eba\u5de5\u667a\u80fd\u4e0e\u5b89\u5168\u3001\u8f6f\u4ef6\u4e0e\u7cfb\u7edf\u5b89\u5168\uff0c\u53d1\u8868IEEE S&amp;P, USENIX Security, ACM CCS\uff0cVLDB\uff0cICDE\u7b49CCF A\u7c7b\u8bba\u658720\u4f59\u7bc7\uff0c\u83b7ACM CCS 2021\u6700\u4f73\u8bba\u6587\u5956\uff0c\u7533\u8bf7\u4e13\u522920\u4f59\u9879\uff0c\u6388\u6743\u7f8e\u56fd\u53d1\u660e\u4e13\u52291\u9879\uff0c\u4e2d\u56fd\u53d1\u660e\u4e13\u52292\u9879\uff0c\u7814\u5236\u7684\u591a\u4e2a\u7cfb\u7edf\u5728\u5927\u578b\u5e73\u53f0\u4e0a\u83b7\u5f97\u90e8\u7f72\u5e94\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/08\/1660015893286.png\" alt=\"\" class=\"wp-image-5409\" width=\"200\" height=\"253\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/1660015893286.png 665w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/1660015893286-237x300.png 237w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/1660015893286-118x150.png 118w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5f20\u6bb7\u4e7e \u00a0\u00a0\u5357\u65b9\u79d1\u6280\u5927\u5b66\u6559\u6388<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898: \u6253\u9020\u673a\u5bc6\u8ba1\u7b97\u7684\u5b89\u5168\u5e95\u5ea7<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5185\u5bb9\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u673a\u5bc6\u8ba1\u7b97\u662f\u4e00\u79cd\u65b0\u5174\u7684\u5b89\u5168\u6280\u672f\uff0c\u5b83\u5229\u7528\u53ef\u4fe1\u6267\u884c\u73af\u5883\u5bf9\u8ba1\u7b97\u8fc7\u7a0b\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u52a0\u5bc6\u548c\u4fdd\u62a4\uff0c\u5b9e\u73b0\u6570\u636e\u7684\u201c\u53ef\u7528\u800c\u4e0d\u53ef\u89c1\u201d\u3002\u5728\u6211\u56fd\u6570\u636e\u5b89\u5168\u6280\u672f\u521b\u65b0\u7684\u6218\u7565\u80cc\u666f\u4e0b\uff0c\u673a\u5bc6\u8ba1\u7b97\u6280\u672f\u5177\u6709\u975e\u5e38\u5e7f\u9614\u5e94\u7528\u524d\u666f\u3002\u7136\u800c\uff0c\u673a\u5bc6\u8ba1\u7b97\u540c\u6837\u9762\u4e34\u7740\u5404\u79cd\u5b89\u5168\u5a01\u80c1\u3002\u672c\u6b21\u62a5\u544a\u5c06\u91cd\u70b9\u4ecb\u7ecd\u9488\u5bf9\u673a\u5bc6\u8ba1\u7b97\u7684\u5b89\u5168\u5a01\u80c1\uff0c\u4ee5\u53ca\u6211\u4eec\u4e3a\u6253\u9020\u673a\u5bc6\u8ba1\u7b97\u7684\u5b89\u5168\u5e95\u5ea7\u8fdb\u884c\u7684\u4e00\u7cfb\u5217\u7814\u7a76\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u6bb7\u4e7e\uff0c\u5357\u65b9\u79d1\u6280\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u5de5\u7a0b\u7cfb\u6559\u6388\uff0c\u66fe\u4efb\u7f8e\u56fd\u4fc4\u4ea5\u4fc4\u5dde\u7acb\u5927\u5b66\u52a9\u7406\u6559\u6388\u3001\u7ec8\u8eab\u526f\u6559\u6388\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u662f\u8ba1\u7b97\u673a\u7cfb\u7edf\u5b89\u5168\u3001\u4f53\u7cfb\u7ed3\u6784\u5b89\u5168\u548c\u533a\u5757\u94fe\u5b89\u5168\u3002ACM\u4e91\u5b89\u5168\u7814\u8ba8\u4f1a\u6307\u5bfc\u59d4\u5458\u4f1a\u4e3b\u5e2d\uff0c\u66fe\u62c5\u4efbIEEE\u5b89\u5168\u548c\u9690\u79c1\u6267\u884c\u73af\u5883\u8bbe\u8ba1\u5927\u4f1a\u7a0b\u5e8f\u59d4\u5458\u4f1a\u4e3b\u5e2d\uff0c\u5e76\u591a\u6b21\u62c5\u4efb\u5404\u7c7b\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u7a0b\u5e8f\u59d4\u5458\u4f1a\u59d4\u5458\uff0c\u4ee5\u53ca\u7f8e\u56fd\u56fd\u9632\u90e8\u548c\u56fd\u5bb6\u79d1\u5b66\u57fa\u91d1\u4f1a\u3001\u4ee5\u53ca\u6b27\u6d32\u548c\u9999\u6e2f\u7b49\u56fd\u5bb6\u5730\u533a\u7684\u57fa\u91d1\u9879\u76ee\u8bc4\u5ba1\u4e13\u5bb6\u3002\u4ed6\u7684\u7814\u7a76\u66fe\u83b7\u5f97\u591a\u9879\u7f8e\u56fd\u56fd\u5bb6\u79d1\u5b66\u57fa\u91d1\u9879\u76ee\u548c\u4f01\u4e1a\u5408\u4f5c\u9879\u76ee\u7684\u652f\u6301\uff0c\u5e76\u6709\u6570\u5341\u7bc7\u6210\u679c\u53d1\u8868\u5728\u56db\u5927\u9876\u7ea7\u5b89\u5168\u4f1a\u8bae\u4e0a\u3002\u66fe\u83b7\u7f8e\u56fd\u56fd\u5bb6\u79d1\u5b66\u57fa\u91d1\u9752\u5e74\u79d1\u5b66\u5bb6\u5956\uff0c\u5317\u7f8e\u8ba1\u7b97\u673a\u534e\u4eba\u5b66\u8005\u534f\u4f1a\u660e\u65e5\u4e4b\u661f\u5956\uff0c\u5e76\u5165\u9009\u5168\u7403\u524d2%\u9876\u5c16\u79d1\u5b66\u5bb6\u699c\u5355\u4ee5\u53ca\u300a\u9ebb\u7701\u7406\u5de5\u79d1\u6280\u8bc4\u8bba\u300b\u4e2d\u56fd2022\u5e74\u9690\u79c1\u8ba1\u7b97\u79d1\u6280\u521b\u65b0\u4eba\u7269\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/08\/1660015987192.png\" alt=\"\" class=\"wp-image-5410\" width=\"204\" height=\"268\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5f20\u9633&nbsp;\u5fb7\u56fdCISPA\u7814\u7a76\u4e2d\u5fc3\u7814\u7a76\u5458\u3001\u535a\u58eb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1aTitle: Quantifying Privacy Risks of Machine Learning Models\uff08\u91cf\u5316\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u9690\u79c1\u98ce\u9669\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5185\u5bb9\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Machine learning has made tremendous progress during the past decade. While continuing to improve our daily lives, recent research shows that machine learning models are vulnerable to various privacy attacks. In this talk, I will cover our three recent works on quantifying the privacy risks of machine learning models. First, I will talk about some recent development of membership inference. Second, I will discuss the data reconstruction attacks against online learning. In the end, I will present link stealing attacks against graph neural networks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yang Zhang (https:\/\/yangzhangalmo.github.io\/) is a faculty member at CISPA Helmholtz Center for Information Security, Germany. Previously, he was a group leader at CISPA. He obtained his Ph.D. degree from University of Luxembourg in November 2016. Yang&#8217;s research interests lie at the intersection of privacy and machine learning. Over the years, he has published multiple papers at top venues in computer science, includin CCS, NDSS, Oakland, and USENIX Security. His work has received the NDSS 2019 distinguished paper award.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53c2\u4f1a\u987b\u77e5<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f1a\u8bae\u9700\u8981\u62a5\u540d\u65b9\u53ef\u53c2\u4f1a\uff0c\u8bf7\u9075\u7167\u62a5\u540d\u7684\u8981\u6c42\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u8fdb\u884c\u586b\u62a5\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/08\/9.png\" alt=\"\" class=\"wp-image-5411\" width=\"200\" height=\"200\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/9.png 400w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/9-150x150.png 150w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/9-300x300.png 300w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/9-200x200.png 200w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/08\/9-144x144.png 144w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2022\u5e74InForSec\u201c\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u201d\u5927\u5b66\u751f\u590f\u4ee4\u8425\u66a8\u7b2c\u4e00\u5c4aDataCon\u7279\u8bad\u8425\uff08DataCon &#8230; <a class=\"continue-reading-link\" href=\"http:\/\/202.112.238.40\/wp\/?p=5400\"> Continue reading <span class=\"meta-nav\">&rarr; <\/span><\/a><\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-5400","post","type-post","status-publish","format-standard","hentry","category-events"],"_links":{"self":[{"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=\/wp\/v2\/posts\/5400","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5400"}],"version-history":[{"count":1,"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=\/wp\/v2\/posts\/5400\/revisions"}],"predecessor-version":[{"id":5412,"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=\/wp\/v2\/posts\/5400\/revisions\/5412"}],"wp:attachment":[{"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5400"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5400"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5400"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}