{"id":5855,"date":"2023-03-17T09:35:11","date_gmt":"2023-03-17T00:50:11","guid":{"rendered":"https:\/\/www.inforsec.org\/wp\/?p=5855"},"modified":"2023-04-23T18:43:38","modified_gmt":"2023-04-23T09:58:38","slug":"%e3%80%90%e6%b4%bb%e5%8a%a8%e9%a2%84%e5%91%8a%e3%80%91inforsec-2023%e5%b9%b4%e7%bd%91%e7%bb%9c%e7%a9%ba%e9%97%b4%e5%ae%89%e5%85%a8%e5%9b%bd%e9%99%85%e5%ad%a6%e6%9c%af%e7%a0%94%e7%a9%b6%e6%88%90","status":"publish","type":"post","link":"http:\/\/202.112.238.40\/wp\/?p=5855","title":{"rendered":"\u3010\u6d3b\u52a8\u9884\u544a\u3011InForSec 2023\u5e74\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u56fd\u9645\u5b66\u672f\u7814\u7a76\u6210\u679c\u5206\u4eab\u53ca\u9752\u5e74\u5b66\u8005\u8bba\u575b\u5c06\u4e8e4\u67088-9\u65e5\u53ec\u5f00\uff0c\u6b22\u8fce\u62a5\u540d\u53c2\u4f1a\uff01"},"content":{"rendered":"\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"494\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317082436-1024x494.png\" alt=\"\" class=\"wp-image-5856\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317082436-1024x494.png 1024w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317082436-300x145.png 300w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317082436-768x370.png 768w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317082436-150x72.png 150w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317082436-250x121.png 250w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317082436.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">InForSec\u5b9a\u4e8e2023\u5e744\u67088\u65e5\uff5e9\u65e5\uff08\u5468\u516d\u3001\u65e5\uff09\u5728\u5357\u65b9\u79d1\u6280\u5927\u5b66\u4e3e\u529e\u201cInForSec 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2023\u5e74\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u56fd\u9645\u5b66\u672f\u7814\u7a76\u6210\u679c\u5206\u4eab\u53ca\u9752\u5e74\u5b66\u8005\u8bba\u575b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65f6\u95f4\uff1a<\/strong>2023\u5e744\u67088\uff5e9\u65e5\uff08\u5468\u516d\u3001\u65e5\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5730\u70b9\uff1a<\/strong>\u5357\u65b9\u79d1\u6280\u5927\u5b66\uff0c\u6df1\u5733<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff08\u5177\u4f53\u4f1a\u8bae\u5730\u70b9\u8bf7\u5173\u6ce8\u540e\u7eed\u7684\u6b63\u5f0f\u901a\u77e5\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8054\u5408\u4e3b\u529e\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5357\u65b9\u79d1\u6280\u5927\u5b66\u65af\u53d1\u57fa\u65af\u53ef\u4fe1\u81ea\u4e3b\u7cfb\u7edf\u7814\u7a76\u9662<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6e05\u534e\u5927\u5b66\u7f51\u7edc\u79d1\u5b66\u4e0e\u7f51\u7edc\u7a7a\u95f4\u7814\u7a76\u9662<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u590d\u65e6\u5927\u5b66\u8f6f\u4ef6\u5b66\u9662\u7cfb\u7edf\u8f6f\u4ef6\u4e0e\u5b89\u5168\u5b9e\u9a8c\u5ba4<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\u5904\u7406\u5668\u82af\u7247\u5168\u56fd\u91cd\u70b9\u5b9e\u9a8c\u5ba4<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e2d\u56fd\u79d1\u5b66\u9662\u8f6f\u4ef6\u7814\u7a76\u6240\u53ef\u4fe1\u8ba1\u7b97\u4e0e\u4fe1\u606f\u4fdd\u969c\u5b9e\u9a8c\u5ba4<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e2d\u56fd\u79d1\u5b66\u9662\u5927\u5b66\u56fd\u5bb6\u8ba1\u7b97\u673a\u7f51\u7edc\u5165\u4fb5\u9632\u8303\u4e2d\u5fc3<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d59\u6c5f\u5927\u5b66NESA Lab<\/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\">\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\">\u963f\u91cc\u5b89\u5168<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u6ce8\uff1a\u4f1a\u8bae\u6ce8\u518c\u8d39100\u5143\uff08\u542b8\u30019\u4e24\u5929\u6821\u98df\u5802\u5348\u665a\u9910\uff09\u4f1a\u8bae\u9700\u8981\u62a5\u540d\u65b9\u53ef\u53c2\u4f1a\uff0c\u73b0\u573a\u53c2\u4f1a\u8bf7\u5c4a\u65f6\u6839\u636e\u901a\u77e5\u7f34\u7eb3\u6ce8\u518c\u8d39\uff0c\u8bf7\u9075\u7167\u62a5\u540d\u7684\u8981\u6c42\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u8fdb\u884c\u586b\u62a5\u3002<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"text-align:center\">\u957f\u6309\u4e8c\u7ef4\u7801\u7acb\u5373\u62a5\u540d<\/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\/2023\/03\/\u4f1a\u8bae.png\" alt=\"\" class=\"wp-image-5891\" width=\"300\" height=\"300\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u4f1a\u8bae.png 400w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u4f1a\u8bae-150x150.png 150w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u4f1a\u8bae-300x300.png 300w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u4f1a\u8bae-200x200.png 200w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u4f1a\u8bae-144x144.png 144w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"text-align:right\">\u7f51\u7edc\u5b89\u5168\u7814\u7a76\u56fd\u9645\u5b66\u672f\u8bba\u575bInForSec<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"text-align:right\">2023\u5e743\u670810\u65e5<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"text-align:center\"><strong>\u4f1a\u8bae\u7ec4\u7ec7\u59d4\u5458\u4f1a\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bb5\u6d77\u65b0&nbsp; &nbsp; &nbsp; &nbsp; \u6e05\u534e\u5927\u5b66&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u6bb7\u4e7e&nbsp; &nbsp; &nbsp; &nbsp; \u5357\u65b9\u79d1\u6280\u5927\u5b66&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u950b\u5dcd&nbsp; &nbsp; &nbsp; &nbsp; \u5357\u65b9\u79d1\u6280\u5927\u5b66<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5218\u4fdd\u541b&nbsp; &nbsp; &nbsp; &nbsp; \u6e05\u534e\u5927\u5b66<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20&nbsp; &nbsp;\u6e90&nbsp; &nbsp; &nbsp; &nbsp; \u590d\u65e6\u5927\u5b66<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f1a\u8bae\u6307\u5bfc\u59d4\u5458\u4f1a\uff08\u62fc\u97f3\u987a\u5e8f\uff09\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90ed\u5c71\u6e05&nbsp; &nbsp; &nbsp; &nbsp; \u5c71\u4e1c\u5927\u5b66<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7eaa\u5b88\u9886&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;&nbsp;\u6d59\u6c5f\u5927\u5b66<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9a6c&nbsp; &nbsp;\u6770&nbsp; &nbsp; &nbsp; &nbsp; \u767e\u5ea6\u5b89\u5168<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82cf\u749e\u777f&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;&nbsp;\u4e2d\u79d1\u9662\u8f6f\u4ef6\u6240<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u738b\u7f8e\u7434&nbsp; &nbsp; &nbsp; &nbsp; \u5c71\u4e1c\u5927\u5b66<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u97e6&nbsp; &nbsp;\u97ec&nbsp; &nbsp; &nbsp; &nbsp; \u8682\u8681\u96c6\u56e2<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b66\u6210\u5c97&nbsp; &nbsp; &nbsp; &nbsp; \u4e2d\u79d1\u9662\u8ba1\u7b97\u6240&nbsp; &nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f90\u6587\u6e0a&nbsp; &nbsp; &nbsp; &nbsp; \u6d59\u6c5f\u5927\u5b66<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6768&nbsp; &nbsp;\u73c9&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;&nbsp;\u590d\u65e6\u5927\u5b66&nbsp; &nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u7389\u6e05&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;&nbsp;\u4e2d\u56fd\u79d1\u5b66\u9662\u5927\u5b66<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"text-align:center\"><strong>\u4f1a\u8bae\u65e5\u7a0b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uff08\u5177\u4f53\u8bae\u7a0b\u8bf7\u4ee5\u4f1a\u8bae\u5f53\u5929\u4e3a\u51c6\uff09<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"774\" height=\"1024\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/13-774x1024.jpg\" alt=\"\" class=\"wp-image-5858\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/13-774x1024.jpg 774w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/13-227x300.jpg 227w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/13-768x1016.jpg 768w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/13-113x150.jpg 113w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/13.jpg 1080w\" sizes=\"auto, (max-width: 774px) 100vw, 774px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"786\" height=\"1024\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317083030-786x1024.jpg\" alt=\"\" class=\"wp-image-5860\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317083030-786x1024.jpg 786w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317083030-230x300.jpg 230w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317083030-768x1001.jpg 768w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317083030-115x150.jpg 115w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/\u5fae\u4fe1\u56fe\u7247_20230317083030.jpg 1080w\" sizes=\"auto, (max-width: 786px) 100vw, 786px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"989\" height=\"1024\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/14-989x1024.jpg\" alt=\"\" class=\"wp-image-5859\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/14-989x1024.jpg 989w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/14-290x300.jpg 290w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/14-768x795.jpg 768w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/14-145x150.jpg 145w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2023\/03\/14.jpg 1080w\" sizes=\"auto, (max-width: 989px) 100vw, 989px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"text-align:center\"><strong>\u5609\u5bbe\u4ecb\u7ecd\u53ca\u5185\u5bb9\u6458\u8981<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5f20\u6bb7\u4e7e \u5357\u65b9\u79d1\u6280\u5927\u5b66<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"111\" height=\"107\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/1679012721718.png\" alt=\"\" class=\"wp-image-5861\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\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 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decoding=\"async\" width=\"107\" height=\"108\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/1679012744870.png\" alt=\"\" class=\"wp-image-5862\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u975e\u6570\u5b57\u5316\u7ec4\u4ef6\u5bf9\u8ba1\u7b97\u673a\u7cfb\u7edf\u5b89\u5168\u7684\u5f71\u54cd<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5185\u5bb9\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u514b\u73af\u535a\u58eb\u76ee\u524d\u4efb\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u4fe1\u606f\u5de5\u7a0b\u7cfb\u526f\u6559\u6388\uff0c\u53ca\u8be5\u7cfb\u6388\u8bfe\u578b\u7855\u58eb\u9879\u76ee\u4e3b\u7ba1\u3002\u4ed6\u57282012\u5e74\u535a\u58eb\u6bd5\u4e1a\u540e\u52a0\u5165\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff0c\u4efbtenure-track\u52a9\u7406\u6559\u6388\uff0c\u57282018\u5e74\u8f6c\u4e3a\u7ec8\u8eab\u804c\u4f4d\u5e76\u5347\u4efb\u526f\u6559\u6388\u3002\u4e4b\u524d\u4ed6\u5206\u522b\u57282001\u5e74\u548c2004\u5e74\u4ece\u6e56\u5357\u5927\u5b66\u83b7\u5f97\u672c\u79d1\u548c\u7855\u58eb\u5b66\u4f4d\u3002\u57282004\u5e74\u81f32007\u5e74\u95f4\u66fe\u5728\u6e2f\u6e7e\u7f51\u7edc\u7b49\u516c\u53f8\u4ece\u4e8bFPGA\u82af\u7247\u903b\u8f91\u7814\u53d1\u5de5\u4f5c\u30022008\u5e74\u524d\u5f80\u7f8e\u56fd\u5370\u5730\u5b89\u7eb3\u5927\u5b66\u5e03\u9c81\u660e\u987f\u5206\u6821\u4efb\u7814\u7a76\u52a9\u7406\uff0c2009\u5e74\u6b63\u5f0f\u8ddf\u968f\u738b\u6653\u5cf0\u6559\u6388\u653b\u8bfb\u535a\u58eb\u5b66\u4f4d\u3002\u5f20\u514b\u73af\u535a\u58eb\u5177\u6709\u5e7f\u6cdb\u7684\u7814\u7a76\u5174\u8da3\uff0c\u5305\u62ec\u4fa7\u4fe1\u9053\u653b\u51fb\u4e0e\u9632\u5fa1\uff0c\u79fb\u52a8\u5b89\u5168\uff0c\u7269\u8054\u7f51\u5b89\u5168\u7b49\uff0c\u5e76\u5728\u5b89\u5168\u9886\u57df\u7684\u56db\u5927\u9876\u4f1a\u4e2d\u53d1\u8868\u8fc7\u591a\u7bc7\u8bba\u6587\u3002\u66f4\u591a\u7684\u4fe1\u606f\u53ef\u8bbf\u95ee\u4ed6\u7684\u4e3b\u9875\uff1ahttps:\/\/staff.ie.cuhk.edu.hk\/~khzhang<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u738b\u5b87 \u8682\u8681\u96c6\u56e2<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"111\" height=\"110\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/1679012761756.png\" alt=\"\" class=\"wp-image-5863\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a<\/strong><strong>\u4f01\u4e1a\u6570\u636e\u5b89\u5168\u7684\u5185\u5faa\u73af\u4e0e\u5916\u5faa\u73af<\/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\">\u73b0\u4ee3\u6570\u5b57\u5316\u4f01\u4e1a\u662f\u4e00\u4e2a\u4e0d\u65ad\u6f14\u8fdb\u7684\u751f\u547d\u4f53\uff0c\u968f\u7740\u5404\u9879\u6280\u672f\u7684\u5f15\u5165\u3001\u5916\u90e8\u7cfb\u7edf\u7684\u91c7\u8d2d\u3001\u591a\u8bed\u8a00\u3001\u591a\u6280\u672f\u6808\u4ee5\u53ca\u4e1a\u52a1\u7684\u6301\u7eed\u8fed\u4ee3\uff0c\u6700\u7ec8\u5f62\u6210\u4e86\u6570\u5b57\u5316\u4f01\u4e1a\u5185\u7684\u6280\u672f\u4ee3\u5dee\u79ef\u7d2f\uff0c\u800c\u8fd9\u79cd\u590d\u6742\u6027\u7ed9\u73b0\u6709\u7684\u6570\u636e\u5b89\u5168\u4fdd\u969c\u5e26\u6765\u4e86\u6781\u5927\u7684\u6311\u6218\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u6709\u6548\u89e3\u51b3\u590d\u6742\u73af\u5883\u4e0b\u7684\u6570\u636e\u6d41\u52a8\u5b89\u5168\u98ce\u9669\uff0c\u6211\u4eec\u9700\u8981\u6839\u636e\u6570\u636e\u4f7f\u7528\u6240\u5904\u7684\u73af\u5883\u3001\u53ef\u63a7\u7a0b\u5ea6\u7b49\u56e0\u7d20\u8bbe\u7acb\u5408\u7406\u7684\u5b89\u5168\u9632\u62a4\u76ee\u6807\uff0c\u5e94\u7528\u4e0d\u540c\u7684\u6cbb\u7406\u601d\u8def\u548c\u5b89\u5168\u6280\u672f\u5bf9\u6570\u636e\u6d41\u8f6c\u7684\u5b89\u5168\u8fdb\u884c\u6709\u6548\u7684\u652f\u6491\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6f14\u8bb2\u7740\u773c\u4e8e\u5206\u6790\u4f01\u4e1a\u5185\u548c\u4f01\u4e1a\u95f4\u6570\u636e\u6d41\u8f6c\u7684\u5b89\u5168\u4fdd\u969c\u76ee\u6807\u548c\u8fbe\u6210\u8def\u5f84\uff0c\u7ed3\u5408\u8682\u8681\u96c6\u56e2\u81ea\u8eab\u5b9e\u8df5\uff0c\u7ed9\u51fa\u6211\u4eec\u8ba4\u4e3a\u7b26\u5408\u5f53\u4e0b\u590d\u6742\u573a\u666f\u7684\u6570\u636e\u5185\u5916\u53cc\u5faa\u73af\u5b89\u5168\u5efa\u8bbe\u7684\u601d\u8def\u548c\u89e3\u6cd5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p 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loading=\"lazy\" decoding=\"async\" width=\"110\" height=\"111\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/1679012786242.png\" alt=\"\" class=\"wp-image-5864\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a<\/strong><strong>\u9488\u5bf9\u5782\u76f4\u8054\u90a6\u5b66\u4e60\u7684\u6807\u7b7e\u63a8\u65ad\u653b\u51fb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5185\u5bb9\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ed8\u51b2\uff0c\u6d59\u6c5f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662\u5728\u8bfb\u535a\u58eb\uff0c2019\u5e74\u672c\u79d1\u6bd5\u4e1a\u4e8e\u5409\u6797\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u4eba\u5de5\u667a\u80fd\u5b89\u5168\uff0c\u76ee\u524d\u4e3b\u8981\u5173\u6ce8\u8054\u90a6\u5b66\u4e60\u4e2d\u7684\u9690\u79c1\u4e0e\u5b89\u5168\u5a01\u80c1\u3001MLaas\u9762\u4e34\u7684\u5bf9\u6297\u6837\u672c\u653b\u51fb\u3001\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u540e\u95e8\u9632\u5fa1\u7b49\u95ee\u9898\u3002\u7814\u7a76\u6210\u679c\u53d1\u8868\u4e8eIEEE S&amp;P\u3001USENIX Security\u7b49\u77e5\u540d\u56fd\u9645\u4f1a\u8bae\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6f58\u65ed\u4e1c&nbsp; \u590d\u65e6\u5927\u5b66<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"110\" height=\"110\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790128220051.png\" alt=\"\" class=\"wp-image-5865\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a<\/strong><strong>\u57fa\u4e8e\u795e\u7ecf\u5143\u72b6\u6001\u7684\u6df1\u5ea6\u5b66\u4e60\u7cfb\u7edf\u79c1\u6709\u6570\u636e\u91cd\u5efa\u653b\u51fb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5185\u5bb9\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6f58\u65ed\u4e1c\uff0c\u590d\u65e6\u5927\u5b66\u7cfb\u7edf\u8f6f\u4ef6\u4e0e\u5b89\u5168\u5b9e\u9a8c\u5ba4\u4e94\u5e74\u7ea7\u76f4\u535a\u751f\uff0c\u5e08\u4ece\u6768\u73c9\u6559\u6388\u3001\u5f20\u8c27\u6559\u6388\u3002\u7814\u7a76\u5174\u8da3\u4e3b\u8981\u8986\u76d6AI\u6a21\u578b\u6570\u636e\u9690\u79c1\u3001AI\u6a21\u578b\u4ea7\u6743\u4fdd\u62a4\u548cAI\u4f9b\u5e94\u94fe\u5b89\u5168\u3002\u535a\u58eb\u671f\u95f4\u5df2\u670924\u9879\u7814\u7a76\u6210\u679c\u53d1\u8868\u5728\u5305\u62ecS&amp;P\u3001USENIX Security\uff085\u7bc7\u4e00\u4f5c\uff09\u3001TPAMI\u3001ICML\u3001NeurIPS\u7b49\u7f51\u7edc\u5b89\u5168\u53ca\u4eba\u5de5\u667a\u80fd\u9886\u57df\u9876\u7ea7\u4f1a\u8bae\u671f\u520a\u3002\u6210\u679c\u66fe\u83b7WAIC\u9752\u5e74\u4f18\u79c0\u8bba\u6587\u63d0\u540d\u5956\uff0c\u5e76\u4f5c\u4e3a\u5168\u56fd\u5f81\u96c6\u76847\u4e2a\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u5178\u578b\u5b9e\u8df5\u6848\u4f8b\u4e4b\u4e00\u5165\u9009\u300a\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u6807\u51c6\u5316\u767d\u76ae\u4e66\u300b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6155\u51ac\u4eae \u534e\u4e2d\u79d1\u6280\u5927\u5b66<\/strong><br><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"111\" height=\"113\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790128441621.png\" alt=\"\" class=\"wp-image-5866\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u8f85\u52a9\u6301\u7eed\u5185\u6838\u6a21\u7cca\u6d4b\u8bd5\u7684\u9ad8\u6548\u5d29\u6e83\u5206\u7c7b\u7814\u7a76<\/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\">\u73b0\u5982\u4eca\u5185\u6838\u6a21\u7cca\u6d4b\u8bd5\u9879\u76ee\uff08\u5982Syzkaller\u548cSyzbot\uff09\u5df2\u663e\u8457\u52a0\u5febLinux\u5185\u6838\u6f0f\u6d1e\u6316\u6398\u7684\u901f\u5ea6\uff0c\u8fd9\u4e9b\u5185\u6838\u6a21\u7cca\u6d4b\u8bd5\u9879\u76ee\u53d1\u73b0\u7684\u6f0f\u6d1e\u6570\u91cf\u8d85\u8fc7\u4e86\u8fc7\u53bb20\u5e74\u53d1\u73b0\u7684\u6f0f\u6d1e\u6570\u91cf\u3002\u7136\u800c\uff0c\u73b0\u6709\u7684\u5185\u6838\u6a21\u7cca\u6d4b\u8bd5\u9879\u76ee\u5b58\u5728\u51e0\u4e2a\u95ee\u9898\u3002\u9996\u5148\uff0c\u5b83\u4f1a\u751f\u6210\u6d77\u91cf\u7684\u5185\u6838\u5d29\u6e83\u62a5\u544a\uff0c\u5176\u4e2d\u6709\u8bb8\u591a\u662f\u7531\u540c\u4e00\u4e2a\u6f0f\u6d1e\u5bfc\u81f4\u7684\u201c\u91cd\u590d\u201d\u62a5\u544a\u3002\u5c3d\u7ba1Syzbot\u4f7f\u7528\u7b80\u5355\u7684\u542f\u53d1\u5f0f\u65b9\u6cd5\u6765\u53bb\u91cd\u5d29\u6e83\u62a5\u544a\uff0c\u4f46\u5176\u51c6\u786e\u6027\u8fd8\u6709\u5f85\u63d0\u9ad8\u3002\u5176\u6b21\uff0c\u5e76\u975e\u6240\u6709\u6f0f\u6d1e\u90fd\u9700\u8981\u7acb\u5373\u4fee\u8865\uff0c\u8fd9\u901a\u5e38\u53d6\u51b3\u4e8e\u5185\u6838\u6f0f\u6d1e\u7684\u4e25\u91cd\u7a0b\u5ea6\u3002\u5b89\u5168\u5206\u6790\u4eba\u5458\u901a\u5e38\u4f7f\u7528\u62a5\u544a\u4e2d\u7684\u8868\u73b0\u9519\u8bef\u884c\u4e3a\u6765\u63a8\u65ad\u6f0f\u6d1e\u7684\u53ef\u5229\u7528\u6027\uff0c\u5e76\u4f18\u5148\u8003\u8651\u4fee\u590d\u76f8\u5e94\u7684\u5185\u6838\u6f0f\u6d1e\u3002\u7136\u800c\uff0c\u4ec5\u51ed\u62a5\u544a\u4e2d\u7684\u9519\u8bef\u884c\u4e3a\uff0c\u5b89\u5168\u7814\u7a76\u4eba\u5458\u53ef\u80fd\u4f1a\u4f4e\u4f30\u67d0\u4e2a\u6f0f\u6d1e\u7684\u4e25\u91cd\u7a0b\u5ea6\u3002\u5728\u672c\u6b21\u6f14\u8bb2\u4e2d\uff0c\u6211\u5c06\u4ecb\u7ecd\u6700\u8fd1\u5173\u4e8e\u5185\u6838\u5d29\u6e83\u5206\u7c7b\u7684\u7814\u7a76\u5de5\u4f5c\uff0c\u4ee5\u4fc3\u8fdb\u5185\u6838\u6f0f\u6d1e\u7684\u6392\u9664\u3002\u66f4\u5177\u4f53\u5730\u8bf4\uff0c\u6211\u5229\u7528\u7ecf\u9a8c\u7814\u7a76\u548c\u5b9a\u5411\u6a21\u7cca\u6d4b\u8bd5\u8f85\u52a9\u5185\u6838\u6a21\u7cca\u6d4b\u8bd5\u4e4b\u540e\u5d29\u6e83\u5206\u7c7b\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6155\u51ac\u4eae\uff0c\u7537\uff0c\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u526f\u6559\u6388\uff0c\u6b66\u6c49\u82f1\u624d\u3002\u4ed6\u4e8e2019\u5e74\u5728\u5357\u4eac\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u7cfb\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\u3002\u535a\u58eb\u671f\u95f4\uff0c\u4ed6\u5728\u7f8e\u56fd\u5bbe\u5dde\u5dde\u7acb\u5927\u5b66\u4fe1\u606f\u79d1\u5b66\u4e0e\u6280\u672f\u7cfb\u90a2\u65b0\u5b87\u6559\u6388\u5904\u4ea4\u6d41\u8bbf\u95ee\u30022020\u5e748\u6708\u56de\u56fd\u52a0\u5165\u5230\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u4efb\u804c\u526f\u6559\u6388\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u8f6f\u4ef6\u4e0e\u7cfb\u7edf\u5b89\u5168\uff0c\u81f4\u529b\u4e8e\u7814\u7a76\u8f85\u52a9\u53bb\u9664\u57fa\u7840\u8f6f\u4ef6\u7cfb\u7edf\uff08\u5982\u64cd\u4f5c\u7cfb\u7edf\u5185\u6838\uff09\u4e2d\u5b58\u5728\u7684\u5b89\u5168\u6f0f\u6d1e\uff0c\u5728\u5b89\u5168\u6f0f\u6d1e\u7814\u7a76\u65b9\u9762\uff08\u5982\u6f0f\u6d1e\u6316\u6398\uff0c\u6f0f\u6d1e\u91cd\u73b0\uff0c\u5d29\u6e83\u8bca\u65ad\uff0c\u6f0f\u6d1e\u5371\u5bb3\uff09\u6709\u7a81\u51fa\u5b66\u672f\u6210\u679c\uff0c\u5e76\u5728\u56fd\u9645\u5b89\u5168\u4f1a\u8bae\uff08\u5305\u542b\u9876\u7ea7\u4f1a\u8bae Oakland S&amp;P, USENIX SEC, ACM CCS, NDSS\uff09\u7b49\u53d1\u8868\u8bba\u6587\u5341\u4f59\u7bc7\u9ad8\u8d28\u91cf\u8bba\u6587\uff0c\u5176\u4e2d\u5305\u542bACM CCS 2018\u6770\u51fa\u8bba\u6587\u5956\u3002\u7533\u8bf7\u4eba\u4e3b\u6301\u5e76\u53c2\u4e0e\u591a\u9879\u56fd\u5bb6\u79d1\u7814\u9879\u76ee\uff0c\u5305\u62ec\u79d1\u6280\u90e8\u91cd\u5927\u9879\u76ee\uff0c\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9879\u76ee\u3002\u6b64\u5916\uff0c\u7533\u8bf7\u4eba\u4e0e\u56fd\u5185\u77e5\u540d\u5b89\u5168\u4f01\u4e1a\u5f00\u5c55\u957f\u671f\u6280\u672f\u5408\u4f5c\uff0c\u5e76\u79ef\u6781\u4fc3\u8fdb\u79d1\u7814\u6210\u679c\u843d\u5730\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9ec4\u6cb3\u6e05 \u9999\u6e2f\u79d1\u6280\u5927\u5b66<\/strong><br><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"110\" height=\"110\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790128685321.png\" alt=\"\" class=\"wp-image-5867\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a<\/strong><strong>\u8def\u5f84\u88c1\u526a\u8f85\u52a9\u7684\u5b9a\u5411\u6a21\u7cca\u6d4b\u8bd5<\/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\">\u4e0e\u5bf9\u4ee3\u7801\u7684\u6bcf\u4e2a\u90e8\u5206\u7ed9\u4e88\u540c\u7b49\u5173\u6ce8\u7684\u57fa\u4e8e\u8986\u76d6\u7684\u6a21\u7cca\u6d4b\u8bd5\u4e0d\u540c\uff0c\u5b9a\u5411\u6a21\u7cca\u6d4b\u8bd5\u65e8\u5728\u5c06\u6a21\u7cca\u5668\u5b9a\u5411\u5230\u4ee3\u7801\u4e2d\u7684\u7279\u5b9a\u76ee\u6807\uff0c\u4f8b\u5982\u5177\u6709\u6f5c\u5728\u6f0f\u6d1e\u7684\u4ee3\u7801\u3002\u5c3d\u7ba1\u5b9a\u5411\u6a21\u7cca\u6d4b\u8bd5\u5df2\u7ecf\u5728\u5b66\u672f\u754c\u53d6\u5f97\u4e86\u5de8\u5927\u8fdb\u5c55\uff0c\u4f46\u6211\u4eec\u89c2\u5bdf\u5230\u73b0\u6709\u7684\u65b9\u6cd5\u4ecd\u7136\u6548\u7387\u4e0d\u9ad8\uff0c\u56e0\u4e3a\u5b83\u4eec\u4f9d\u65e7\u4f1a\u5728\u9759\u6001\u7b26\u53f7\u5316\u5206\u6790\u6216\u52a8\u6001\u5b9e\u9645\u6267\u884c\u4e2d\u5904\u7406\u8bb8\u591a\u65e0\u6cd5\u5230\u8fbe\u76ee\u6807\u4ee3\u7801\u7684\u7a0b\u5e8f\u8def\u5f84\u3002\u56e0\u6b64\uff0c\u5927\u91cf\u7684\u8ba1\u7b97\u8d44\u6e90\u88ab\u6d6a\u8d39\u5728\u5206\u6790\u6267\u884c\u8fd9\u4e9b\u65e0\u5173\u7684\u4ee3\u7801\u4e2d\u3002\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u8f85\u52a9\u6a21\u7cca\u6d4b\u8bd5\u7684\u8def\u5f84\u88c1\u526a\u7b56\u7565\uff0c\u5b83\u53ef\u4ee5\u4ee5\u7406\u8bba\u53ef\u8bc1\u660e\u7684\u65b9\u5f0f\u6709\u6548\u5730\u5728\u6570\u91cf\u7206\u70b8\u7684\u7a0b\u5e8f\u8def\u5f84\u4e2d\u5f15\u5bfc\u7070\u76d2\u6a21\u7cca\u5668\u590d\u73b0\u7279\u5b9a\u76ee\u6807\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u901a\u8fc7\u8bbe\u8ba1\u4e00\u79cd\u8ba1\u7b97\u8fbe\u5230\u76ee\u6807\u7684\u62bd\u8c61\u5148\u51b3\u6761\u4ef6\u7684\u8f7b\u91cf\u7ea7\u9759\u6001\u5206\u6790\uff0c\u4f7f\u5f97\u6a21\u7cca\u6d4b\u8bd5\u53ef\u4ee5\u5728\u8fd0\u884c\u65f6\u89c4\u907f\u8fd0\u884c\u8d85\u8fc7 82.94% \u7684\u65e0\u5173\u6267\u884c\u8def\u5f84\u3002\u540c\u65f6\uff0c\u5176\u5206\u6790\u5f00\u9500\u53ef\u5ffd\u7565\u4e0d\u8ba1\uff08&lt;5h\uff09\u3002\u5728\u6211\u4eec\u7684\u65b9\u6cd5\u4e0e\u6f0f\u6d1e\u518d\u73b0\u5e94\u7528\u573a\u666f\u4e2d\u7684\u4e94\u4e2a\u6700\u5148\u8fdb\u7684\uff08\u5b9a\u5411\uff09\u6a21\u7cca\u5668\u7684\u6bd4\u8f83\u4e2d\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u6bd4\u73b0\u6709\u7684\u5b9a\u5411\u7070\u76d2\u6a21\u7cca\u5668\u5e73\u5747\u5feb 11.50 \u500d\uff0c\u5b83\u8fd8\u53ef\u4ee5\u5206\u522b\u4ee56.31 \u500d\u300111.86 \u500d\u548c 10.92 \u500d\u63d0\u9ad8\u4f20\u7edf\u8986\u76d6\u7387\u5f15\u5bfc\u7684\u6a21\u7cca\u5668 AFL\u3001AFL++ \u548c Mopt \u91cd\u73b0\u7279\u5b9a\u6f0f\u6d1e\u7684\u901f\u5ea6\u3002\u540c\u65f6\uff0c\u5f53\u7528\u4e8e\u6d4b\u8bd5\u6f0f\u6d1e\u8865\u4e01\u65f6\uff0c\u6211\u4eec\u8fd8\u53d1\u73b0\u4e86 14 \u4e2a\u73b0\u6709 CVE \u6f0f\u6d1e\u7684\u4e0d\u5b8c\u6574\u4fee\u590d\u548c 8 \u4e2a\u65b0\u6f0f\u6d1e\uff0c\u5176\u4e2d 10 \u4e2a\u7531\u4e8e\u5f71\u54cd\u4e25\u91cd\u5206\u914d\u4e86\u65b0\u7684 CVE id\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ec4\u6cb3\u6e05\u662f\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u5de5\u7a0b\u7cfb\u7684\u535a\u58eb\u540e\u7814\u7a76\u5458\u3002\u4ed6\u7684\u4e3b\u8981\u7814\u7a76\u5174\u8da3\u662f\u901a\u8fc7\u5404\u79cd\u7a0b\u5e8f\u5206\u6790\u6280\u672f\u589e\u5f3a\u6a21\u7cca\u6d4b\u8bd5\uff0c\u4ee5\u786e\u4fdd\u8f6f\u4ef6\u7684\u5b89\u5168\u6027\u548c\u53ef\u9760\u6027\u3002\u4ed6\u5728\u5b89\u5168\uff08S&amp;P\uff09\u3001\u8f6f\u4ef6\u5de5\u7a0b(FSE\uff0c ISSTA)\u548c\u7f16\u7a0b\u8bed\u8a00(OOPSLA)\u7684\u9876\u7ea7\u4f1a\u8bae\u4e0a\u53d1\u8868\u4e86\u591a\u7bc7\u8bba\u6587\u3002\u540c\u65f6\uff0c\u5176\u7814\u7a76\u5728\u5de5\u4e1a\u754c\u53d6\u5f97\u4e86\u91cd\u5927\u7684\u5f71\u54cd\uff0c\u5176\u7814\u7a76\u7684\u6a21\u7cca\u6d4b\u8bd5\u65b9\u6cd5\u5df2\u5728\u534e\u4e3a\u751f\u4ea7\u73af\u5883\u6210\u529f\u90e8\u7f72\u5e76\u83b7\u5f972021\u6770\u51fa\u5408\u4f5c\u8005\u5956\u3002\u4ed6\u7684\u7814\u7a76\u8fd8\u6210\u529f\u5730\u68c0\u6d4b\u4e86\u5f00\u6e90\u8f6f\u4ef6\u4e2d\u7684\u4e0a\u5343\u4e2a\u6f0f\u6d1e\u5305\u62ec\u8fc7\u767e\u7684\u9ad8\u5371CVE\uff0c\u5e76\u83b7\u5f97\u4e86\u6765\u81ea\u4e0d\u540c\u793e\u533a\u7684\u8bb8\u591a\u8ba4\u53ef\uff0c\u4f8b\u5982 GNU\u3001\u5fae\u8f6f\u548c Linux Kernel\u3002\u9ec4\u6cb3\u6e05\u5206\u522b\u5728\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u3001\u4f26\u6566\u5e1d\u56fd\u7406\u5de5\u5b66\u9662\u548c\u897f\u5b89\u7535\u5b50\u79d1\u6280\u5927\u5b66\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\u3001\u7855\u58eb\u5b66\u4f4d\u548c\u5b66\u58eb\u5b66\u4f4d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u674e\u5377\u5b7a \u4e0a\u6d77\u4ea4\u901a\u5927\u5b66<\/strong><br><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"110\" height=\"110\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790132798531.png\" alt=\"\" class=\"wp-image-5868\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u53d1\u6398\u81ea\u5b9a\u4e49\u5185\u5b58\u7ba1\u7406\u51fd\u6570\u7684\u4f7f\u7528\u5b89\u5168\u95ee\u9898<\/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\">\u9488\u5bf9\u5185\u5b58\u7834\u574f\u7f3a\u9677\uff08\u4f8b\u5982Use-after-free\u548cDouble-free\u95ee\u9898\uff09\u7684\u4ee3\u7801\u68c0\u6d4b\u4e00\u822c\u4e0d\u4f1a\u8003\u8651\u7a0b\u5e8f\u4e2d\u7684\u81ea\u5b9a\u4e49\u5185\u5b58\u7ba1\u7406\u51fd\u6570\uff08custom memory management function\uff09\uff0c\u800c\u603b\u662f\u4ece\u5c11\u6570\u6807\u51c6\u7684\u5185\u5b58\u5206\u914d\u548c\u91ca\u653e\u51fd\u6570\u5f00\u59cb\u8fdb\u884c\u5b8c\u6574\u7684\u6570\u636e\u6d41\u5206\u6790\u548c\u7f3a\u9677\u68c0\u6d4b\uff0c\u5728\u5e94\u5bf9\u5927\u89c4\u6a21\u4ee3\u7801\uff08\u5982Linux\u5185\u6838\u8d85\u8fc72700\u4e07\u884c\u4ee3\u7801\u7684\u60c5\u51b5\uff09\u65f6\u6240\u9700\u7684\u5f00\u9500\u5de8\u5927\uff08\u9700\u8981\u4e0d\u5207\u5b9e\u9645\u7684\u5185\u5b58\u5bb9\u91cf\u548c\u4e0a\u4e07\u5c0f\u65f6\u7684\u5206\u6790\u65f6\u957f\uff09\u3002\u4e3a\u4e86\u7b80\u5316\u8fd9\u7c7b\u573a\u666f\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u7ed3\u5408\u9759\u6001\u7a0b\u5e8f\u5206\u6790\u7684\uff08\u81ea\u5b9a\u4e49\uff09\u5185\u5b58\u7ba1\u7406\u51fd\u6570\u8bc6\u522b\u548c\u8868\u5f81\u65b9\u6cd5\uff0c\u5b9e\u73b0\u4e86\u5e7f\u4e49\u7684\u5185\u5b58\u7ba1\u7406\u51fd\u6570\u8bc6\u522b\uff0c\u5e76\u4e14\u80fd\u591f\u7cbe\u786e\u523b\u753b\u8fd9\u4e9b\u5185\u5b58\u7ba1\u7406\u51fd\u6570\u6240\u8d1f\u8d23\u7684\u76f8\u5173\u5185\u5b58\u5bf9\u8c61\u7684\u7ed3\u6784\u3002\u5229\u7528\u8fd9\u79cd\u601d\u60f3\uff0c\u6211\u4eec\u6709\u6548\u5730\u5bf9\u81ea\u5b9a\u4e49\u5185\u5b58\u7ba1\u7406\u51fd\u6570\u548c\u76f8\u5173\u5185\u5b58\u5bf9\u8c61\u8fdb\u884c\u5efa\u6a21\uff0c\u53d1\u73b0\u4e86\u5927\u91cf\u7531\u590d\u6742\u7684\u81ea\u5b9a\u4e49\u5185\u5b58\u7ba1\u7406\u51fd\u6570\u9020\u6210\u7684\u5185\u5b58\u7834\u574f\u7f3a\u9677\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u674e\u5377\u5b7a\u535a\u58eb\u6bd5\u4e1a\u4e8e\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\uff0c\u4f5c\u4e3a G.O.S.S.I.P \u5b89\u5168\u7814\u7a76\u8054\u5408\u56e2\u961f\uff08\u4e2d\u56fd\u3001\u7f8e\u56fd\u3001\u6fb3\u5927\u5229\u4e9a\uff09\u4e3b\u8981\u8d1f\u8d23\u4eba\u3001\u4e0a\u6d77\u671f\u667a\u7814\u7a76\u9662\u5ba2\u5ea7\u7814\u7a76\u5458\uff0c\u4ed6\u7684\u4e50\u8da3\u662f\u4e0e\u4e16\u754c\u5404\u5730\u70ed\u7231\u5b89\u5168\u7814\u7a76\u7684\u540c\u884c\uff08\u7279\u522b\u662f\u5e74\u8f7b\u5b66\u5b50\uff09\u4e00\u8d77\u5408\u4f5c\uff0c\u5f00\u5c55\u8f6f\u4ef6\u5b89\u5168\u5206\u6790\u3001\u79fb\u52a8\u667a\u80fd\u7ec8\u7aef\u5b89\u5168\u5206\u6790\u4e0e\u9632\u62a4\u3001IoT\u4e0e\u5de5\u4e1a\u4e92\u8054\u7f51\u5b89\u5168\u3001\u73b0\u5b9e\u4e16\u754c\u5bc6\u7801\u4ee3\u7801\u5b9e\u73b0\u5b89\u5168\u7b49\u65b9\u9762\u7684\u7814\u7a76\u3002\u674e\u5377\u5b7a\u535a\u58eb\u5728\u4e3b\u6d41\u5b89\u5168\u5b66\u672f\u4f1a\u8bae\uff08IEEE S&amp;P\uff0cCCS\u3001NDSS\u3001AsiaCCS\u3001RAID\u3001ACSAC\u3001ESORICS\u3001DSN\u3001WiSec\u7b49\uff09\u4e0a\u53d1\u8868\u4e86\u5927\u91cf\u5173\u4e8e\u8f6f\u4ef6\u5b89\u5168\u7684\u7814\u7a76\u6210\u679c\uff08\u8be6\u7ec6\u4fe1\u606f\u53ef\u8bbf\u95ee\u5176\u4e2a\u4eba\u4e3b\u9875 https:\/\/lijuanru.com\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9648\u8000\u5149 \u8682\u8681\u96c6\u56e2<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"111\" height=\"110\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790133013121.png\" alt=\"\" class=\"wp-image-5869\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u9762\u5411\u5e8f\u5217\u53d8\u5f02\u7684\u6570\u636e\u5e93Fuzzing\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\">\u5728\u73b0\u4ee3\u5927\u578b\u6570\u636e\u5e93\u7cfb\u7edf\u4e2d\u5f80\u5f80\u5b58\u5728\u5927\u91cf\u4e0d\u540c\u7684statement\u7c7b\u578b\u53ca\u5927\u91cf\u201c\u65b9\u8a00\u201d\uff0c\u8fd9\u5927\u5927\u589e\u52a0\u4e86\u6570\u636e\u5e93\u6a21\u7cca\u6d4b\u8bd5\u7684\u96be\u5ea6\uff0c\u5728\u4ee5\u5f80\u6700\u5148\u8fdb\u7684\u6570\u636e\u5e93\u6a21\u7cca\u6d4b\u8bd5\u5de5\u4f5c\u4e2d\uff0c\u57fa\u672c\u90fd\u662f\u91cd\u590d\u4f7f\u7528\u4e00\u4e9b\u9884\u5b9a\u4e49\u7684\u7c7b\u578b\u4f5c\u4e3a\u521d\u59cb\u53d8\u5f02\u79cd\u5b50\uff0c\u4f46\u662f\u9884\u5b9a\u4e49\u7684\u7c7b\u578b\u5341\u5206\u6709\u9650\u5bfc\u81f4\u96be\u4ee5\u63a2\u6d4b\u5230\u66f4\u591a\u7684\u7a0b\u5e8f\u4ee3\u7801\u7a7a\u95f4\u3002\u5728\u672c\u7bc7\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u80fd\u4e3b\u52a8\u751f\u6210\u4e30\u5bcc\u7684SQL\u6267\u884c\u5e8f\u5217\u7684\u6a21\u7cca\u6d4b\u8bd5\u5f15\u64ceLEGO\uff0c\u5e8f\u5217\u751f\u6210\u7684\u6838\u5fc3\u601d\u60f3\u662f\u201ctype-affinity\u201d\uff0c\u5373\u76f8\u90bb\u7684SQL\u8bed\u53e5\u5bf9\u3002\u5728\u6bcf\u8f6eFuzzing\u53d8\u5f02\u8fc7\u7a0b\u4e2d\uff0cLEGO\u9996\u5148\u4f1a\u751f\u6210\u4e0d\u540c\u7684SQL\u8bed\u53e5\u5bf9\uff0c\u5e76\u4e14\u6839\u636e\u8986\u76d6\u7387\u5206\u6790\u7c7b\u578b\u4eb2\u758f\u6027\uff0c\u5982\u679c\u53d1\u73b0\u4e00\u4e2a\u65b0\u7684\u6709\u4ef7\u503c\u7684\u201ctype-affinity\u201d\uff0cLEGO\u5c31\u4f1a\u5408\u6210\u542b\u6709\u6b64\u7c7bSQL\u8bed\u53e5\u5bf9\u7684SQL\u5e8f\u5217\u3002<br>\n\u6211\u4eec\u5728PostgreSQL, MySQL, MariaDB, \u548c Comdb\u4e2d\u505a\u4e86\u5b9e\u9a8c\u8bc4\u4f30\uff0c\u5e76\u4e14\u548c\u4e4b\u524d\u7684\u5de5\u5177 SQLancer, SQLsmith, \u548c SQUIRRE\u505a\u4e86\u6bd4\u8f83\uff0c\u5b9e\u9a8c\u663e\u793a\uff0cLEGO\u548c\u5176\u4ed6\u6a21\u7cca\u6d4b\u8bd5\u5de5\u5177\u76f8\u6bd4\u6709 44%\u2013198% \u7684\u8986\u76d6\u7387\u63d0\u5347\uff0c\u66f4\u91cd\u8981\u7684\u662f\uff0cLEGO\u5728\u6301\u7eed\u6a21\u7cca\u6d4b\u8bd5\u7684\u8fc7\u7a0b\u4e2d\u6316\u6398\u51fa\u4e86102\u5904\u65b0\u7684\u6f0f\u6d1e\uff0c\u5305\u62ec\u5728PostgreSQL\u4e2d\u53d1\u73b06\u4e2abugs  , \u5728MySQL\u4e2d\u53d1\u73b021 \u4e2abugs , \u5728MariaDB\u4e2d\u53d1\u73b042\u4e2abugs , \u5728Comdb2\u4e2d\u53d1\u73b0\u4e8633\u4e2abugs\uff0c\u5e76\u4e14\u83b7\u5f97\u4e8622\u4e2aCVE\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8682\u8681\u5929\u7a79\u5b9e\u9a8c\u5ba4\u5b89\u5168\u4e13\u5bb6\uff0c\u76ee\u524d\u8d1f\u8d23\u8682\u8681\u57fa\u7840\u8bbe\u65bd\u7684\u84dd\u519b\u5b89\u5168\u653b\u9632\u5efa\u8bbe\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u4ee3\u7801\u5b89\u5168\u3001\u9690\u79c1\u4fdd\u62a4\u3001\u6f0f\u6d1e\u6316\u6398\u7b49 \uff0c\u66fe\u83b7\u5f97\u8fc7Google\u3001Samsung\u3001Oracle\u7b49\u516c\u53f8\u7684\u516c\u5f00\u81f4\u8c22\uff0c\u5728hitcon\u3001isc\u7b49\u56fd\u5185\u5916\u5b89\u5168\u4f1a\u8bae\u4e0a\u53d1\u8868\u8fc7\u6f14\u8bb2\uff0c\u53c2\u52a0\u8fc7xpwn\u3001geekpwn\u3001\u5929\u5e9c\u676f\u3001\u4fe1\u521b\u5b89\u5168\u7b49\u591a\u4e2a\u7834\u89e3\u5927\u8d5b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9648\u56fd\u5174 &nbsp;\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"110\" height=\"110\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790133306821.png\" alt=\"\" class=\"wp-image-5870\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a<\/strong><strong>\u65e0\u9700\u53ef\u4fe1\u7b2c\u4e09\u65b9\u7684\u53ef\u4fe1\u6267\u884c\u73af\u5883\u4e92\u8ba4\u8bc1\u6846\u67b6<\/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\">\u53ef\u4fe1\u6267\u884c\u73af\u5883\u662fCPU\u4e2d\u7684\u5b89\u5168\u533a\u57df\uff08\u901a\u5e38\u79f0\u4e3aEnclave\uff09\uff0c\u7528\u4ee5\u4fdd\u62a4\u5176\u4e2d\u7684\u4ee3\u7801\u4e0e\u6570\u636e\u7684\u673a\u5bc6\u6027\u548c\u5b8c\u6574\u6027\u3002\u4e3b\u6d41\u5546\u4e1a\u53ef\u4fe1\u6267\u884c\u73af\u5883\u5305\u62ecIntel SGX\u3001AMD SEV\u548cARM TrustZone\u3002\u8fdc\u7a0b\u8ba4\u8bc1\uff08Remote Attestation\uff09\u4f5c\u4e3a\u53ef\u4fe1\u6267\u884c\u73af\u5883\u7684\u5173\u952e\u6280\u672f\u4e4b\u4e00\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u79cd\u7528\u4e8e\u9a8c\u8bc1\u8fd0\u884c\u5728\u8fdc\u7a0b\u8ba1\u7b97\u5e73\u53f0\uff08\u5982\u4e91\u8ba1\u7b97\u5e73\u53f0\uff09\u4e0a\u7684\u5b89\u5168\u533a\u57df\u5185\u4ee3\u7801\u4e0e\u6570\u636e\u7684\u53ef\u4fe1\u72b6\u6001\u7684\u673a\u5236\u3002\u968f\u7740\u53ef\u4fe1\u6267\u884c\u73af\u5883\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u5bf9\u4e0d\u540cEnclave\u4e4b\u95f4\u7684\u4e92\u52a8\u7684\u9700\u6c42\u4e5f\u5728\u4e0d\u65ad\u589e\u52a0\uff0c\u5982\u8f6f\u4ef6\u5f00\u53d1\u4e2d\u7684\u6a21\u5757\u5316\u548c\u7279\u6743\u5206\u79bb\u3001\u5206\u5e03\u5f0f\u5e94\u7528\u8282\u70b9\u95f4\u7684\u5b89\u5168\u8fde\u63a5\u3001\u4e92\u4e0d\u4fe1\u4efb\u7684\u53cc\u65b9\u5b9e\u73b0\u53ef\u4fe1\u4ea4\u4e92\u7b49\u3002\u5f53\u8fd9\u4e9bEnclave\u4e4b\u95f4\u5728\u4e92\u52a8\u524d\u9700\u8981\u8fdb\u884c\u8ba4\u8bc1\uff08Mutual Attestation\uff09\u65f6\uff0c\u73b0\u6709\u65b9\u6848\u5f80\u5f80\u9700\u8981\u4f9d\u8d56\u53ef\u4fe1\u7b2c\u4e09\u65b9\u6765\u5b9e\u73b0\uff0c\u5bfc\u81f4\u4e86\u66f4\u5927\u7684\u53ef\u4fe1\u8ba1\u7b97\u57fa\uff08Trusted Computing Base, TCB\uff09\u3002\u9488\u5bf9\u8fd9\u4e00\u95ee\u9898\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u9996\u4e2a\u65e0\u9700\u53ef\u4fe1\u7b2c\u4e09\u65b9\u7684\u53ef\u4fe1\u6267\u884c\u73af\u5883\u4e92\u8ba4\u8bc1\u6846\u67b6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9648\u56fd\u5174\uff0c\u73b0\u4efb\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u7535\u5b50\u4fe1\u606f\u4e0e\u7535\u6c14\u5de5\u7a0b\u5b66\u9662\u957f\u8058\u6559\u8f68\u52a9\u7406\u6559\u6388\u30022019\u5e74\u83b7\u5f97\u7f8e\u56fd\u4fc4\u4ea5\u4fc4\u5dde\u7acb\u5927\u5b66\u535a\u58eb\u5b66\u4f4d\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u8ba1\u7b97\u673a\u7cfb\u7edf\u4e0e\u786c\u4ef6\u5b89\u5168\uff0c\u81f4\u529b\u4e8e\u7814\u7a76\u57fa\u4e8e\u786c\u4ef6\u548c\u64cd\u4f5c\u7cfb\u7edf\u7684\u5b89\u5168\u67b6\u6784\uff08\u5982\u53ef\u4fe1\u6267\u884c\u73af\u5883\uff09\u7684\u5b89\u5168\u6027\uff0c\u5728\u5fae\u67b6\u6784\u4fa7\u4fe1\u9053\u5b89\u5168\u3001\u9884\u6d4b\u6267\u884c\u6f0f\u6d1e\u5206\u6790\u3001\u8fdc\u7a0b\u8ba4\u8bc1\u9690\u79c1\u4fdd\u62a4\u7b49\u65b9\u9762\u53d6\u5f97\u4e86\u4e00\u7cfb\u5217\u539f\u521b\u6027\u6210\u679c\uff0c\u53d1\u8868\u9ad8\u6c34\u5e73\u56fd\u9645\u4f1a\u8bae\u5b66\u672f\u8bba\u6587\u5341\u4f59\u7bc7\uff0c\u5305\u62ec\u8ba1\u7b97\u673a\u5b89\u5168\u9886\u57df\u56db\u5927\u9876\u7ea7\u4f1a\u8bae\uff1aIEEE S&amp;P, USENIX Security\uff0cACM CCS, NDSS\u3002\u540c\u65f6\u62c5\u4efbACM CCS, USENIX Security\u7b49\u5b66\u672f\u4f1a\u8bae\u7a0b\u5e8f\u59d4\u5458\u4f1a\u59d4\u5458\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;<strong>\u8c22\u68a6\u7476 \u4e2d\u79d1\u9662\u8ba1\u7b97\u6240<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"111\" height=\"109\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790139826091.png\" alt=\"\" class=\"wp-image-5872\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u57fa\u4e8eIntel CET\u7684\u901a\u7528\u9ad8\u6548\u7684\u8fdb\u7a0b\u5185\u5185\u5b58\u9694\u79bb\u6846\u67b6<\/strong><br><\/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\">\u672c\u6587\u901a\u8fc7\u6269\u5c55\u65b0\u786c\u4ef6Intel Control-flow Enforcement Technology\u4e2d\u7684\u5f71\u5b50\u6808\u673a\u5236\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u540d\u4e3aCETIS\u7684\u65b0\u578b\u5185\u5b58\u9694\u79bb\u673a\u5236\uff0c\u7528\u4e8e\u9694\u79bb\u4fdd\u62a4\u654f\u611f\u5185\u5b58\u5bf9\u8c61\u3002CETIS\u5c06\u88ab\u9694\u79bb\u533a\u57df\u6240\u5728\u7684\u5185\u5b58\u9875\u8bbe\u7f6e\u4e3a\u5f71\u5b50\u6808\u9875\uff0c\u5206\u79bb\u8bbf\u5b58\u6307\u4ee4\uff0c\u4f4e\u5f00\u9500\u5730\u4fdd\u8bc1\u88ab\u9694\u79bb\u533a\u57df\u7684\u5b8c\u6574\u6027\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u4e0e\u5176\u4ed6\u9694\u79bb\u65b9\u6848\u76f8\u6bd4\uff0cCETIS\u662f\u6700\u9ad8\u6548\u7684\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8c22\u68a6\u7476\uff0c\u535a\u58eb\uff0c\u4e2d\u79d1\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\u52a9\u7406\u7814\u7a76\u5458\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u662f\u8f6f\u4ef6\u4e0e\u7cfb\u7edf\u5b89\u5168\uff0c\u5305\u62ec\u5185\u5b58\u5b89\u5168\u3001\u8fdb\u7a0b\u5185\u9694\u79bb\u548c\u865a\u62df\u5316\u7b49\u3002\u7814\u7a76\u6210\u679c\u53d1\u8868\u5728ACM CCS\u3001IEEE TDSC\u3001IEEE Security and Privacy\u3001USENIX Security\u7b49\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u4e0a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5468\u96f7 \u5357\u65b9\u79d1\u6280\u5927\u5b66<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"110\" height=\"110\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790134414751-1.png\" alt=\"\" class=\"wp-image-5873\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a<\/strong><strong>SMILE: \u9488\u5bf9SGX\u673a\u5bc6\u8ba1\u7b97\u7684\u53ef\u4fe1\u5185\u5b58\u81ea\u7701\u670d\u52a1<\/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\">Intel SGX\u98de\u5730\u6280\u672f\u80fd\u6709\u6548\u9632\u6b62\u5916\u90e8\u8f6f\u4ef6\u8bbf\u95ee\u5176\u53ef\u4fe1\u5185\u5b58\u533a\u57df\uff0c\u4f46\u8be5\u7279\u6027\u963b\u788d\u4e86\u7528\u6237\u5bf9\u98de\u5730\u5185\u5b58\u81ea\u7701\u7684\u5408\u6cd5\u9700\u6c42\uff0c\u4f8b\u5982\uff0c\u5f53\u98de\u5730\u5185\u90e8\u5b58\u5728ROP\u653b\u51fb\u65f6\u7528\u6237\u5982\u4f55\u5b89\u5168\u5730\u83b7\u53d6\u98de\u5730\u5806\u6808\u5185\u5b58\u6765\u8fdb\u884c\u5206\u6790\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u5229\u7528\u5e73\u53f0\u5df2\u6709\u7684\u786c\u4ef6\u7279\u6027\u5bf9\u9ed1\u76d2\u6267\u884c\u73af\u5883\u7684\u98de\u5730\u5185\u5b58\u53ef\u4fe1\u81ea\u7701\u7684\u65b9\u6cd5-SMILE\uff0c\u80fd\u591f\u6709\u6548\u5730\u8f85\u52a9\u7528\u6237\u68c0\u6d4b\u673a\u5bc6\u8ba1\u7b97\u670d\u52a1\u6267\u884c\u72b6\u6001\uff0c\u4ece\u800c\u8fbe\u5230\u9632\u8303\u53ef\u80fd\u7684\u5b89\u5168\u653b\u51fb\u548c\u5206\u6790\u98de\u5730\u5185\u90e8\u7a0b\u5e8f\u9519\u8bef\u6267\u884c\u7684\u539f\u56e0\u7684\u76ee\u6807\u3002SMILE\u4e0d\u4f9d\u8d56\u5185\u6838\u53ef\u4fe1\u4ee5\u53caSGX\u672c\u5730\u548c\u8fdc\u5f81\u8ba4\u8bc1\u673a\u5236\uff0c\u540c\u65f6\u4e0d\u7834\u574fSGX\u81ea\u8eab\u5b89\u5168\u673a\u5236\uff0c\u56e0\u6b64\u80fd\u6709\u6548\u90e8\u7f72\u5230\u4e91\u73af\u5883\u4e2d\u4e3a\u7528\u6237\u98de\u5730\u63d0\u4f9b\u53ef\u4fe1\u7684\u81ea\u7701\u670d\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5468\u96f7\uff0c\u5357\u65b9\u79d1\u6280\u5927\u5b66\u535a\u58eb\u540e\uff0c2020\u5e74\u535a\u58eb\u6bd5\u4e1a\u4e8e\u4e2d\u5357\u5927\u5b66\uff0c\u671f\u95f4\u5728\u7f8e\u56fd\u97e6\u6069\u5dde\u7acb\u5927\u5b66\u516c\u6d3e\u7559\u5b66\u3002\u535a\u58eb\u53ca\u535a\u58eb\u540e\u671f\u95f4\u53d1\u8868\u8bba\u6587\u5341\u4f59\u7bc7\uff0c\u5305\u62ecIEEE S&amp;P\u201922, TDSC\u201921\uff0cDSN\u201920\uff0cESORICS\u201919\u7b49\u56fd\u9645\u91cd\u8981\u671f\u520a\u4f1a\u8bae\u3002\u4e3b\u8981\u4ece\u4e8b\u8ba1\u7b97\u64cd\u4f5c\u7cfb\u7edf\u5b89\u5168\u53ca\u53ef\u4fe1\u6280\u672f\u7814\u7a76\uff0c\u5982\u9006\u5411\u5206\u6790x86\u67b6\u6784\u5e73\u53f0\u56fa\u4ef6\u4ee3\u7801\uff0c\u89e3\u6790\u82af\u7247\u7ec4\u9690\u85cf\u7684\u529f\u80fd\uff0c\u5bf9\u8ba1\u7b97\u673a\u5e95\u5c42\u9690\u853d\u7684\u6f0f\u6d1e\u540e\u95e8\u6316\u6398\u63d0\u4f9b\u6280\u672f\u652f\u6491\uff0c\u5bf9\u7cfb\u7edf\u53ef\u4fe1\u670d\u52a1\u6784\u5efa\u63d0\u4f9b\u5b89\u5168\u57fa\u7840\u3002\u540c\u65f6\u7814\u7a76\u57fa\u4e8e\u53ef\u4fe1\u6267\u884c\u73af\u5883\u7684\u5b89\u5168\u5e94\u7528\u62d3\u5c55\uff0c\u5305\u62ec\u673a\u5668\u5b66\u4e60\u7684\u6a21\u578b\u8bad\u7ec3\u548c\u63a8\u7406\u5b89\u5168\u3001\u4e91\u8fb9\u7aef\u5927\u6570\u636e\u9690\u79c1\u533f\u540d\u4fdd\u62a4\u7b49\u9886\u57df\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u738b\u5e05 \u9999\u6e2f\u79d1\u6280\u5927\u5b66<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"111\" height=\"111\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790134787231.png\" alt=\"\" class=\"wp-image-5874\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u8f6f\u4ef6\u4fa7\u4fe1\u9053\u6f0f\u6d1e\u68c0\u6d4b<\/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\">\u4fa7\u4fe1\u9053\u662f\u4e00\u79cd\u9488\u5bf9\u8ba1\u7b97\u673a\u7cfb\u7edf\u7684\u4fe1\u606f\u6cc4\u9732\u653b\u51fb\uff0c\u901a\u8fc7\u89c2\u6d4b\u7cfb\u7edf\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u7684\u201c\u65c1\u8def\u201d\u4fe1\u606f\u7a83\u53d6\u654f\u611f\u6570\u636e\u3002\u5728\u4f17\u591a\u5df2\u77e5\u7684\u4fa7\u4fe1\u9053\u4e2d\uff0c\u57fa\u4e8e\u7f13\u5b58\u7684\u4fa7\u4fe1\u9053\u5c24\u5176\u4e25\u91cd\uff0c\u4f1a\u5bfc\u81f4\u7406\u8bba\u4e0a\u5b89\u5168\u7684\u5bc6\u7801\u7b97\u6cd5\u53d8\u5f97\u4e0d\u518d\u5b89\u5168\u5e76\u6cc4\u6f0f\u7528\u6237\u5bc6\u94a5\u548c\u76f8\u5173\u9690\u79c1\u4fe1\u606f\u3002\u5728\u672c\u6b21\u6f14\u8bb2\u4e2d\uff0c\u6f14\u8bb2\u4eba\u5c06\u8ba8\u8bba\u6700\u8fd1\u5728\u57fa\u4e8e\u7f13\u5b58\u7684\u8f6f\u4ef6\u4fa7\u4fe1\u9053\u6f0f\u6d1e\u7684\u68c0\u6d4b\uff0c\u5206\u6790\u548c\u5b9a\u4f4d\u65b9\u9762\u7684\u7814\u7a76\u8fdb\u5c55\u3002\u7814\u7a76\u76ee\u6807\u5305\u62ec\u4e3b\u6d41\u7684\u52a0\u5bc6\u8f6f\u4ef6\u7cfb\u7edf\u548c\u4ee5\u53ca\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\u7684\u591a\u5a92\u4f53\u8f6f\u4ef6\u3002\u6f14\u8bb2\u4eba\u4ecb\u7ecd\u7684\u76f8\u5173\u5de5\u4f5c\u5229\u7528\u5f62\u5f0f\u5316\u6280\u672f\u3001\u7a0b\u5e8f\u5206\u6790\u6280\u672f\u4ee5\u53ca\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7b49\u6280\u672f\u9488\u5bf9\u4e0a\u8ff0\u8f6f\u4ef6\u7cfb\u7edf\u8fdb\u884c\u4fa7\u4fe1\u9053\u7684\u4e00\u7cfb\u5217\u5b9a\u6027\u3001\u5b9a\u91cf\u5206\u6790\u4ee5\u53ca\u9519\u8bef\u5b9a\u4f4d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u738b\u5e05\u535a\u58eb\u73b0\u4efb\u804c\u4e8e\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\uff0c\u66fe\u5c31\u8bfb\u4e8e\u5317\u4eac\u5927\u5b66\u3001\u5bbe\u5915\u6cd5\u5c3c\u4e9a\u5dde\u7acb\u5927\u5b66\u548c\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\uff0c\u4ece\u4e8b\u8ba1\u7b97\u673a\u5b89\u5168\u548c\u8f6f\u4ef6\u5de5\u7a0b\u65b9\u5411\u7684\u7814\u7a76\u3002\u4ed6\u6700\u8fd1\u7684\u7814\u7a76\u9886\u57df\u6db5\u76d6\u4fa7\u4fe1\u9053\u5206\u6790\u3001\u9006\u5411\u5de5\u7a0b\u3001\u4f9b\u5e94\u94fe\u5b89\u5168\u3001\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u548c\u9690\u79c1\u589e\u5f3a\u6280\u672f\u7b49\u3002\u4ed6\u957f\u671f\u62c5\u4efbCCF-A\u7c7b\u8ba1\u7b97\u673a\u5b89\u5168\u548c\u8f6f\u4ef6\u5de5\u7a0b\u4f1a\u8bae\u7684\u7a0b\u5e8f\u59d4\u5458\uff0c\u4ed6\u7684\u7814\u7a76\u957f\u671f\u83b7\u5f97\u9999\u6e2f\u7814\u7a76\u8d44\u52a9\u5c40\u7b49\u7684\u8d44\u52a9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5f20\u5929\u5a01&nbsp; \u5357\u6d0b\u7406\u5de5\u5927\u5b66<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"110\" height=\"111\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790135128951.png\" alt=\"\" class=\"wp-image-5875\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u5206\u5e03\u5f0f\u591a\u673a\u5668\u4eba\u7cfb\u7edf\u7684\u5b89\u5168\u63a2\u7a76<\/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\">\u5728\u591a\u673a\u5668\u4eba\u7cfb\u7edf\u4e2d\uff0c\u591a\u4e2a\u540c\u6784\u6216\u5f02\u6784\u7684\u673a\u5668\u4eba\u901a\u8fc7\u76f8\u4e92\u5408\u4f5c\u6765\u5904\u7406\u5404\u79cd\u590d\u6742\u7684\u4efb\u52a1\u3002\u8fd9\u79cd\u9ad8\u6548\u6027\u4f7f\u5f97\u591a\u673a\u5668\u4eba\u7cfb\u7edf\u5df2\u7ecf\u5e7f\u6cdb\u7684\u8fd0\u7528\u5230\u751f\u6d3b\u4e2d\u7684\u5404\u79cd\u573a\u666f\u3002\u4f46\u4e0e\u6b64\u540c\u65f6\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u53c8\u7ed9\u653b\u51fb\u8005\u5e26\u6765\u4e86\u66f4\u591a\u7684\u673a\u4f1a\uff0c\u8ba9\u4fdd\u62a4\u591a\u673a\u5668\u4eba\u7cfb\u7edf\u53d8\u5f97\u66f4\u52a0\u5177\u6709\u6311\u6218\u6027\u3002\u5728\u672c\u6b21\u62a5\u544a\u4e2d\uff0c\u6211\u4eec\u5c06\u4ece\u4e24\u4e2a\u65b9\u9762\u6df1\u5165\u7684\u63a2\u8ba8\u73b0\u5728\u4e3b\u6d41\u7684\u591a\u673a\u5668\u4eba\u7cfb\u7edf\u4e2d\u7684\u5b89\u5168\u9690\u60a3\u3002\u9996\u5148\uff0c\u4ece\u5e95\u5c42\u7cfb\u7edf\u7684\u89d2\u5ea6\uff0c\u6211\u4eec\u6765\u8bc4\u4f30\u673a\u5668\u4eba\u64cd\u4f5c\u7cfb\u7edf\u7684\u5b89\u5168\u3002\u6211\u4eec\u5229\u7528\u5f62\u5f0f\u5316\u9a8c\u8bc1\u7684\u65b9\u6cd5\u6765\u5bf9\u591a\u673a\u5668\u4eba\u7684\u901a\u8baf\u8fdb\u884c\u5efa\u6a21\u548c\u9a8c\u8bc1\uff0c\u4ece\u800c\u53d1\u73b0\u4e86\u673a\u5668\u4eba\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u7684\u4e00\u4e9b\u4e25\u91cd\u6f0f\u6d1e\uff0c\u53ef\u4ee5\u8ba9\u653b\u51fb\u8005\u76f4\u63a5\u7ed5\u8fc7\u6240\u6709\u7684\u5b89\u5168\u673a\u5236\u6765\u5f71\u54cd\u6574\u4e2a\u7cfb\u7edf\u3002\u5176\u6b21\uff0c\u4ece\u4e0a\u5c42\u5e94\u7528\u7684\u89d2\u5ea6\uff0c\u6211\u4eec\u6765\u63a2\u7a76\u591a\u673a\u5668\u4eba\u4efb\u52a1\u7684\u5b89\u5168\u3002\u6211\u4eec\u63d0\u51fa\u4e00\u79cd\u65b0\u7684\u6a21\u7cca\u6d4b\u8bd5\u65b9\u6cd5\uff0c\u6765\u5bf9\u4e0d\u540c\u4efb\u52a1\u7684\u8bbe\u8ba1\u548c\u5b9e\u73b0\u8fdb\u884c\u5168\u9762\u7684\u5206\u6790\uff0c\u53d1\u73b0\u5e76\u603b\u7ed3\u4e0d\u540c\u7c7b\u578b\u7684\u62dc\u5360\u5ead\u653b\u51fb\u3002\u5728\u62a5\u544a\u7684\u6700\u540e\u6211\u4eec\u8fd8\u4f1a\u8ba8\u8bba\u4e00\u4e9b\u53ef\u884c\u7684\u9632\u5fa1\u63aa\u65bd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f20\u5929\u5a01\u535a\u58eb\u76ee\u524d\u662f\u65b0\u52a0\u5761\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u7684\u52a9\u7406\u6559\u6388\u3002\u4ed6\u4e8e2011\u5e74\u5728\u5317\u4eac\u5927\u5b66\u83b7\u5f97\u672c\u79d1\u5b66\u4f4d\uff0c\u5e76\u4e0e2017\u5e74\u5728\u666e\u6797\u65af\u987f\u7684\u7535\u5b50\u7cfb\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\u3002\u4ed6\u7684\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u662f\u8ba1\u7b97\u673a\u7cfb\u7edf\u5b89\u5168\uff0c\u5bf9\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff0c \u673a\u5668\u4eba\u7cfb\u7edf\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u5b89\u5168\u90fd\u6709\u5174\u8da3\u3002\u4ed6\u5728\u5b89\u5168\uff0c 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class=\"wp-block-paragraph\">\u300a\u6d41\u91cf\u5730\u74032\u300b\u5267\u60c5\u4e2d\u91cd\u542f\u6839\u57df\u540d\u670d\u52a1\u5668\u4ee5\u6062\u590d\u5168\u7403\u4e92\u8054\u7f51\u7684\u60c5\u8282\u5f15\u53d1\u70ed\u8bae\u3002\u4f5c\u4e3a\u4e92\u8054\u7f51\u5173\u952e\u4fe1\u606f\u57fa\u7840\u8bbe\u65bd\u4e4b\u4e00\uff0c\u7edd\u5927\u591a\u6570\u4e0a\u5c42\u7f51\u7edc\u670d\u52a1\u4f9d\u8d56\u4e8e\u57df\u540d\u7cfb\u7edf\u5b9e\u73b0\u8d44\u6e90\u5bfb\u5740\u5b9a\u4f4d\u3002\u672c\u62a5\u544a\u7ed3\u5408\u8fd1\u5e74\u6765\u56fd\u9645\u7f51\u7edc\u5b89\u5168\u9886\u57df\u4e00\u7cfb\u5217\u524d\u6cbf\u5b66\u672f\u6210\u679c\uff0c\u68b3\u7406\u57df\u540d\u7cfb\u7edf\u5b89\u5168\u5b66\u672f\u7814\u7a76\u53d1\u5c55\u52a8\u6001\uff0c\u4ecb\u7ecd\u82e5\u5e72\u5177\u6709\u91cd\u8981\u5f71\u54cd\u529b\u7684\u57df\u540d\u7cfb\u7edf\u8bbe\u8ba1\u53ca\u5b9e\u73b0\u7f3a\u9677\uff0c\u5e76\u63a2\u8ba8\u672a\u6765\u57df\u540d\u5b89\u5168\u7814\u7a76\u7684\u65b0\u65b9\u5411\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5218\u4fdd\u541b\uff0c\u6e05\u534e\u5927\u5b66\u7f51\u7edc\u79d1\u5b66\u4e0e\u7f51\u7edc\u7a7a\u95f4\u7814\u7a76\u9662\u52a9\u7406\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u62ec\uff1a\u7f51\u7edc\u57fa\u7840\u8bbe\u65bd\u5b89\u5168\u3001\u4e92\u8054\u7f51\u6d4b\u91cf\u4e0e\u5b89\u5168\u5206\u6790\u3001\u6d89\u7f51\u72af\u7f6a\u4e0e\u9ed1\u7070\u4ea7\u4e1a\u94fe\u5bf9\u6297\u3002\u8fd1\u5e74\u6765\u4e8e\u56fd\u9645\u7f51\u7edc\u5b89\u5168\u56db\u5927\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u53d1\u8868\u591a\u7bc7\u7814\u7a76\u8bba\u6587\uff0c\u83b7\u5f97NDSS \u4f1a\u8bae\u6770\u51fa\u8bba\u6587\u5956\u3001DSN 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class=\"wp-block-paragraph\">\u5201\u6587\u745e\uff0c\u5c71\u4e1c\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u5c71\u4e1c\u7701\u6cf0\u5c71\u5b66\u8005\u9752\u5e74\u4e13\u5bb6\u30022017\u5e74\u535a\u58eb\u6bd5\u4e1a\u4e8e\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff0c\u5bfc\u5e08\u4e3a\u5f20\u514b\u73af\u6559\u6388\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u79fb\u52a8\u5b89\u5168\u4e0e\u7269\u8054\u7f51\u5b89\u5168\uff0c\u5173\u6ce8\u73b0\u5b9e\u4e16\u754c\u7684\u7cfb\u7edf\u4e0e\u8bbe\u5907\u7684\u5b89\u5168\u95ee\u9898\u3002\u7814\u7a76\u6210\u679c\u53d1\u8868\u4e8eIEEE S&amp;P\u3001CCS\u3001NDSS\u3001ICSE\u3001WWW\u3001RAID\u7b49\u7cfb\u7edf\u5b89\u5168\u4e0e\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u77e5\u540d\u56fd\u9645\u5b66\u672f\u4f1a\u8bae\uff0c\u5173\u4e8eAndroid 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class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5357\u96e8\u5b8f\uff0c\u4e2d\u5c71\u5927\u5b66\u8f6f\u4ef6\u5de5\u7a0b\u5b66\u9662\u526f\u6559\u6388\u3002\u535a\u58eb\u6bd5\u4e1a\u4e8e\u590d\u65e6\u5927\u5b66\uff0c\u66fe\u4efb\u666e\u6e21\u5927\u5b66\u535a\u58eb\u540e\u7814\u7a76\u5458\u3001\u666e\u6e21CERIAS\u8bbf\u95ee\u5b66\u8005\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u8f6f\u4ef6\u5b89\u5168\u53ca\u9690\u79c1\u4fdd\u62a4\uff0c\u7814\u7a76\u5bf9\u8c61\u6d89\u53ca\u79fb\u52a8\u64cd\u4f5c\u7cfb\u7edf\u3001\u7269\u8054\u7f51\u5e73\u53f0\u3001\u533a\u5757\u94fe\u53ca\u667a\u80fd\u5408\u7ea6\u3002\u7814\u7a76\u6210\u679c\u53d1\u8868\u4e8eUSENIX Security\u3001ACM CCS\uff0cNDSS, ISSTA\uff0cIEEE TIFS\u7b49\u56fd\u9645\u4f1a\u8bae\u53ca\u671f\u520a\u3002\u66fe\u83b7ACM SIGSAC\u4e2d\u56fd\u4f18\u79c0\u535a\u58eb\u8bba\u6587\u5956\u3001WOOT 2020\u6700\u4f73\u8bba\u6587\u5956\u3001CSAW Best Applied Security 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alt=\"\" class=\"wp-image-5881\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a<\/strong><strong>\u5982\u4f55\u653b\u51fb\u548c\u751f\u6210\u8bf1\u9975\u53e3\u4ee4<\/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\">\u8fd1\u5e74\u6765\uff0c\u5927\u6279\u77e5\u540d\u7f51\u7ad9\uff08\u5982Yahoo, Dropbox, Poshmark, Quora, 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\u4e0a\u9996\u6b21\u63d0\u51fa\u3002\u672c\u7814\u7a76\u53d1\u73b0\uff0c\u4ed6\u4eec\u7ed9\u51fa\u76844\u4e2a\u4e3b\u8981 honeywords \u751f\u6210\u65b9\u6cd5\u5747\u5b58\u5728\u4e25\u91cd\u5b89\u5168\u7f3a\u9677\uff0c\u4e14\u6b64\u7c7b\u542f\u53d1\u5f0f\u65b9\u6cd5\u65e0\u6cd5\u7b80\u5355\u4fee\u8865\uff1b\u8fdb\u4e00\u6b65\u63d0\u51fa\u4e00\u4e2ahoneywords \u653b\u51fb\u7406\u8bba\u4f53\u7cfb\uff0c\u6210\u529f\u89e3\u51b3\u201c\u7ed9\u5b9a\u653b\u51fb\u80fd\u529b\uff0c\u653b\u51fb\u8005\u5982\u4f55\u8fdb\u884c\u6700\u4f18\u653b\u51fb\u201d\u8fd9\u4e00\u516c\u5f00\u95ee\u9898\uff1b\u53cd\u8fc7\u6765\uff0c\u653b\u51fb\u8005\u7684\u6700\u4f18\u653b\u51fb\u65b9\u6cd5\u53ef\u88ab\u7528\u6765\u8bbe\u8ba1\u6700\u4f18 honeywords 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TIFS\u5728\u5185\u7684\u8457\u540d\u671f\u520a\u548c\u4f1a\u8bae\u53d1\u8868\u5b66\u672f\u8bba\u6587100\u591a\u7bc7\uff08\u5176\u4e2dESI\u9ad8\u88ab\u5f15\u8bba\u65874\u7bc7\uff09\uff0c\u83b7\u6388\u6743\u56fd\u5bb6\u53d1\u660e\u4e13\u522927\u9879\uff0c\u5236\u5b9a\u4fe1\u606f\u5b89\u5168\u9886\u57df\u56fd\u5bb6\u6807\u51c64\u9879\uff0c\u83b7\u7701\u90e8\u7ea7\u79d1\u6280\u59563\u9879\u4ee5\u53ca\u5357\u4eac\u7406\u5de5\u5927\u5b66\u6559\u5b66\u6210\u679c\u5956\u7279\u7b49\u5956\/\u4e00\u7b49\u59562\u9879\uff0c\u6307\u5bfc\u5b66\u751f\u8363\u83b7 2022 NIPS \u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u6728\u9a6c\u68c0\u6d4b\u4e16\u754c\u6311\u6218\u8d5b\u4e9a\u519b\u4ee5\u53ca\u83b7\u5168\u56fd\u5927\u5b66\u751f\u4fe1\u606f\u5b89\u5168\u5927\u8d5b\u548c\u5168\u56fd\u5bc6\u7801\u6280\u672f\u7ade\u8d5b\u4e00\u7b49\u59564\u9879\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8463\u5f69\u82b9 \u66a8\u5357\u5927\u5b66<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"112\" height=\"110\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790137136751-1.png\" alt=\"\" class=\"wp-image-5886\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a\u62b5\u6297\u6076\u610f\u670d\u52a1\u5668\u7684\u9ad8\u6548\u5b89\u5168\u9884\u6d4b\u65b9\u6848<\/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\u5668\u5b66\u4e60\u5373\u670d\u52a1\uff08Machine Learning as a Service, MLaaS\uff09\u5141\u8bb8\u4e00\u4e2a\u62e5\u6709\u5df2\u8bad\u7ec3\u6a21\u578b\u7684\u670d\u52a1\u5668\u4e3a\u7528\u6237\u63d0\u4f9b\u4fbf\u5229\u7684\u6a21\u578b\u9884\u6d4b\u670d\u52a1\u3002\u5728\u5b89\u5168\u9884\u6d4b\u670d\u52a1\u4e2d\uff0c\u5f53\u524d\u5927\u90e8\u5206\u5de5\u4f5c\u4ec5\u8003\u8651\u534a\u53ef\u4fe1\u6a21\u578b\uff0c\u5373\u670d\u52a1\u5668\u548c\u7528\u6237\u90fd\u8bda\u5b9e\u5730\u9075\u5b88\u9884\u6d4b\u8ba1\u7b97\u534f\u8bae\u3002\u672c\u5de5\u4f5c\u9488\u5bf9MLaaS\u4e2d\u5b58\u5728\u6076\u610f\u670d\u52a1\u5668\u5bfc\u81f4\u9884\u6d4b\u7ed3\u679c\u9519\u8bef\u7684\u95ee\u9898\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u80fd\u591f\u540c\u65f6\u5b9e\u73b0\u9690\u79c1\u4fdd\u62a4\u3001\u6a21\u578b\u51c6\u786e\u7387\u548c\u8ba1\u7b97\u6b63\u786e\u6027\u9a8c\u8bc1\u7684\u66f4\u4f18\u6548\u7387\u5b89\u5168\u9884\u6d4b\u65b9\u6848Fusion\u3002\u5177\u4f53\u5730\uff0c\u901a\u8fc7\u63d0\u51faMix-and-Check\u65b9\u6cd5\uff0cFusion\u4ee5\u9ad8\u6548\u7684\u65b9\u5f0f\u5b9e\u73b0\u5bf9\u8ba1\u7b97\u6b63\u786e\u6027\u548c\u6a21\u578b\u51c6\u786e\u7387\u7684\u9a8c\u8bc1\uff0c\u786e\u4fdd\u670d\u52a1\u5668\u4f7f\u7528\u9ad8\u8d28\u91cf\u6a21\u578b\u4e3a\u7528\u6237\u63d0\u4f9b\u9884\u6d4b\u670d\u52a1\u5e76\u4e14\u6b63\u786e\u9075\u5b88\u8ba1\u7b97\u534f\u8bae\u3002\u76f8\u6bd4\u4e8e\u524d\u6cbf\u7684\u6076\u610f\u6a21\u578b\u4e0b\u5b89\u5168\u9884\u6d4b\u65b9\u6848\uff0cFusion\u5728\u901a\u4fe1\u5f00\u9500\u4e0a\u51cf\u5c11\u4e8630.9\u500d\uff0c\u8fd0\u884c\u901f\u5ea6\u63d0\u5347\u4e8648.06\u500d\uff0c\u5e76\u4e14\u989d\u5916\u63d0\u4f9b\u4e86\u5bf9\u8f93\u5165\u8d28\u91cf\u7684\u9a8c\u8bc1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8463\u5f69\u82b9\uff0c\u66a8\u5357\u5927\u5b66\u5728\u8bfb\u535a\u58eb\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u5b89\u5168\u591a\u65b9\u8ba1\u7b97\u53ca\u5176\u5e94\u7528\uff0c\u5305\u62ec\u9690\u79c1\u4fdd\u62a4\u673a\u5668\u5b66\u4e60\u548c\u57fa\u56e0\u5927\u6570\u636e\u7b49\uff0c\u66fe\u5728NDSS\uff0cIEEE TDSC\u7b49\u4fe1\u606f\u5b89\u5168\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u4e0a\u53d1\u8868\u8bba\u6587\u591a\u7bc7\uff0c\u76ee\u524d\u5df2\u7ecf\u83b7\u5f97\u56fd\u9645\u4e13\u52294\u9879\u3002\u62c5\u4efbIoT-J\u7b49\u591a\u4e2a\u5b66\u672f\u671f\u520a\u548c\u4f1a\u8bae\u7684\u5ba1\u7a3f\u4eba\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5468\u5a01&nbsp; \u534e\u4e2d\u79d1\u6280\u5927\u5b66<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"111\" height=\"110\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2023\/03\/16790137378491.png\" alt=\"\" class=\"wp-image-5887\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u62a5\u544a\u4e3b\u9898\uff1a<\/strong><strong>\u65e0\u786c\u4ef6\u4f9d\u8d56\u65b0\u578b\u5168\u7cfb\u7edf\u7269\u8054\u7f51\u8bbe\u5907\u56fa\u4ef6\u865a\u62df\u5316\u65b9\u6848\u7814\u7a76<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5185\u5bb9\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p 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