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class=\"wp-block-paragraph\">\u7279\u522b\u5730\uff0c\u5bf9\u4e8e\u8def\u5f84<em>i<\/em>\u2208<em>S+<\/em>\uff0c\u8f6c\u79fb\u6982\u7387<em>pij<\/em>\u88ab\u5b9a\u4e49\u4e3a\u7531\u8def\u5f84i\u6240\u5bf9\u5e94\u7684\u79cd\u5b50ti\u53d8\u5f02\u4ea7\u751f\u51fa\u6267\u884c\u8def\u5f84j\u7684\u6d4b\u8bd5\u7528\u4f8b\u7684\u6982\u7387\uff0c\u5176\u4e2d<em>t<\/em>i\u2208<em>T<\/em>\u3002<\/p>\n\n\n\n<p 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src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/12\/image-5-1024x76.png\" alt=\"\" class=\"wp-image-5686\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-5-1024x76.png 1024w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-5-300x22.png 300w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-5-768x57.png 768w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-5-150x11.png 150w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-5-250x19.png 250w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-5.png 1456w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p 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class=\"wp-block-paragraph\"><strong>3\uff0e\u591a\u81c2\u8001\u864e\u673a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u81c2\u8001\u864e\u673a\u95ee\u9898\u4e5f\u79f0\u4e3aMAB\u95ee\u9898\uff0c\u662f\u535a\u5f08\u8bba\u3001\u7ec4\u5408\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u7b49\u9886\u57df\u4e2d\u7684\u4e00\u79cd\u5e38\u89c1\u95ee\u9898\u3002\u5b83\u7684\u80cc\u666f\u662f\u73a9\u5bb6\u9700\u8981\u5728N\u4e2a\u8001\u864e\u673a\u4e2d\u8fdb\u884c\u6709\u9650\u6b21\u5c1d\u8bd5\uff0c\u6bcf\u6b21\u5c1d\u8bd5\u4e00\u4e2a\u8001\u864e\u673a\u4f1a\u6709\u4e00\u5b9a\u6982\u7387\u83b7\u5f97\u6536\u76ca\uff0c\u73a9\u5bb6\u5bf9\u4e8e\u6bcf\u4e2a\u8001\u864e\u673a\u83b7\u5f97\u6536\u76ca\u7684\u6982\u7387\u548c\u671f\u671b\u5e76\u4e0d\u4e86\u89e3\uff0c\u9700\u8981\u5728\u6709\u9650\u6b21\u6570\u83b7\u5f97\u6700\u5927\u6536\u76ca\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe1\u4e3aMAB\u95ee\u9898\u7684\u8bf4\u660e\u56fe\uff0c\u5176\u4e2d\uff0c\u7070\u8272\u7684\u90e8\u5206\u4ee3\u8868\u5df2\u7ecf\u88ab\u5c1d\u8bd5\u8fc7\u7684\u8001\u864e\u673a\u3002\u5728\u56fe1\u4e2d\uff0c\u6709N\u4e2a\u8001\u864e\u673a\uff0c\u5c06\u5b83\u4eec\u4f9d\u6b21\u8fdb\u884c\u7f16\u53f7\u3002\u5bf9\u8fd9\u4e9b\u8001\u864e\u673a\uff0c\u73a9\u5bb6\u6bcf\u6b21\u4f1a\u6311\u9009\u4e14\u53ea\u80fd\u6311\u9009\u4e00\u4e2a\u8001\u864e\u673a\u8fdb\u884c\u5c1d\u8bd5\uff0c\u5bf9\u4e8e\u4efb\u610f\u8001\u864e\u673a<em>i<\/em>\uff0c\u5b83\u5728\u73a9\u5bb6\u8fdb\u884c\u7b2ct\u6b21\u6311\u9009\u65f6\u7684\u72b6\u6001\u4e3a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>xi\u00a0<\/em>(<em>t<\/em>)\uff0c\u6b64\u65f6\u5b83\u6240\u5bf9\u5e94\u7684\u83b7\u5f97\u6536\u76ca\u7684\u6982\u7387\u4e3a<em>Ri\u00a0<\/em>(<em>xi\u00a0<\/em>(<em>t<\/em>))\u3002\u73a9\u5bb6\u7684\u76ee\u6807\u662f\u9700\u8981\u5728m\u6b21\u5c1d\u8bd5\u4e2d\u83b7\u5f97\u6700\u5927\u6536\u76ca\u3002\u7279\u522b\u5730\uff0c\u5f53\u4efb\u610f\u8001\u864e\u673ai\u83b7\u5f97\u6536\u76ca\u7684\u6982\u7387\u59cb\u7ec8\u4e0d\u53d8\uff0c\u5373<em>Ri\u00a0<\/em>(<em>xi\u00a0<\/em>(<em>t<\/em>))\u59cb\u7ec8\u4e0d\u53d8\u65f6\uff0c\u6b64\u65f6\u7684MAB\u95ee\u9898\u88ab\u79f0\u4e3a\u7ecf\u5178\u7684MAB\u95ee\u9898\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"406\" src=\"https:\/\/www.inforsec.org\/wp\/wp-content\/uploads\/2022\/12\/image-7-1024x406.png\" alt=\"\" class=\"wp-image-5688\" srcset=\"http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-7-1024x406.png 1024w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-7-300x119.png 300w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-7-768x305.png 768w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-7-150x60.png 150w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-7-250x99.png 250w, http:\/\/202.112.238.40\/wp\/wp-content\/uploads\/2022\/12\/image-7.png 1225w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"text-align:center\"><strong>&nbsp;\u56fe1<\/strong><\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\"><em>\u7248\u6743\u58f0\u660e\uff1a\u672c\u4e66\u7531\u7f51\u7edc\u5b89\u5168\u7814\u7a76\u56fd\u9645\u5b66\u672f\u8bba\u575b\uff08InForSec\uff09\u6c47\u7f16\uff0c\u4eba\u6c11\u90ae\u7535\u51fa\u7248\u793e\u51fa\u7248\uff0c\u7248\u6743\u5c5e\u4e8e\u53cc\u65b9\u5171\u6709\uff0c\u5e76\u53d7\u6cd5\u5f8b\u4fdd\u62a4\u3002\u8f6c\u8f7d\u3001\u6458\u7f16\u6216\u5229\u7528\u5176\u5b83\u65b9\u5f0f\u4f7f\u7528\u672c\u7814\u7a76\u62a5\u544a\u6587\u5b57\u6216\u8005\u89c2\u70b9\u7684\uff0c\u5e94\u6ce8\u660e\u6765\u6e90\u3002<\/em><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u6839\u636e\u8bba\u6587\u539f\u6587\u201cEcoFuzz: Adaptive energy-saving greybox fuzzing as a variant of the adversarial multi-armed bandit\u201d\u6574\u7406\u64b0\u5199\uff0c\u539f\u6587\u53d1\u8868\u4e8eUSENIX Security 2020\u3002\u4f5c\u8005\u5728\u5b8c\u6210\u539f\u6587\u5de5\u4f5c\u65f6\uff0c\u4e3a\u56fd\u9632\u79d1\u6280\u5927\u5b66\u5728\u8bfb\u535a\u58eb\u7814\u7a76\u751f\u3002\u672c\u6587\u8f83\u539f\u6587\u6709\u6240\u5220\u6539\uff0c\u8be6\u7ec6\u5185\u5bb9\u53ef\u53c2\u8003\u539f\u6587\u3002 <a class=\"continue-reading-link\" href=\"http:\/\/202.112.238.40\/wp\/?p=5684\"> 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":[5],"tags":[],"class_list":["post-5684","post","type-post","status-publish","format-standard","hentry","category-research"],"_links":{"self":[{"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=\/wp\/v2\/posts\/5684","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=5684"}],"version-history":[{"count":2,"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=\/wp\/v2\/posts\/5684\/revisions"}],"predecessor-version":[{"id":5690,"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=\/wp\/v2\/posts\/5684\/revisions\/5690"}],"wp:attachment":[{"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5684"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5684"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/202.112.238.40\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5684"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}