{"id":55169,"date":"2018-04-20T09:00:03","date_gmt":"2018-04-20T01:00:03","guid":{"rendered":"https:\/\/blog.trendmicro.com.tw\/?p=55169"},"modified":"2018-04-20T16:43:56","modified_gmt":"2018-04-20T08:43:56","slug":"%e4%bb%80%e9%ba%bc%e6%98%af%e6%a9%9f%e5%99%a8%e5%ad%b8%e7%bf%92","status":"publish","type":"post","link":"https:\/\/blog.trendmicro.com.tw\/?p=55169","title":{"rendered":"\u4ec0\u9ebc\u662f\u6a5f\u5668\u5b78\u7fd2 (Machine Learning)?"},"content":{"rendered":"<p>\u6a5f\u5668\u5b78\u7fd2\u4e26\u975e\u4e00\u6642\u7684\u5671\u982d\uff0c\u800c\u662f\u4e00\u7a2e\u4e0d\u9700\u4eba\u70ba\u4ecb\u5165\u5c31\u80fd\u8b93\u96fb\u8166\u81ea\u52d5\u5b78\u7fd2\u8cc7\u8a0a\u7684\u6280\u8853\u3002\u5b83\u5229\u7528\u6f14\u7b97\u6cd5\u4f86\u5438\u6536\u5927\u91cf\u8cc7\u8a0a (\u4e5f\u5c31\u662f\u8a13\u7df4\u8cc7\u6599)\uff0c\u5f9e\u4e2d\u767c\u6398\u4e00\u4e9b\u7368\u7279\u7684\u6a21\u5f0f\uff0c\u63a5\u8457\u518d\u5206\u6790\u9019\u4e9b\u6a21\u5f0f\uff0c\u52a0\u4ee5\u5206\u985e\uff0c\u9032\u800c\u5c0d\u672a\u66fe\u898b\u904e\u7684\u72c0\u6cc1\u505a\u51fa\u9810\u5224\u3002\u50b3\u7d71\u7684\u6a5f\u5668\u5b78\u7fd2\u90fd\u662f\u8b93\u96fb\u8166\u5b78\u7fd2\u5982\u4f55\u89e3\u8b80\u8cc7\u8a0a\uff0c\u56e0\u70ba\u5176\u8cc7\u6599\u90fd\u5df2\u7d93\u904e\u4eba\u5de5\u6a19\u8a18\uff0c\u6240\u4ee5\u57fa\u672c\u4e0a\uff0c\u6a5f\u5668\u5b78\u7fd2\u5c31\u662f\u8b93\u4e00\u500b\u7a0b\u5f0f\u900f\u904e\u4eba\u5de5\u6a19\u8a18\u7684\u8cc7\u6599\u6a21\u578b\u4f86\u5b78\u7fd2\u3002<\/p>\n<p><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2017\/06\/AI-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-50056\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2017\/06\/AI-1.png\" alt=\"\" width=\"1393\" height=\"921\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2017\/06\/AI-1.png 1393w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2017\/06\/AI-1-300x198.png 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2017\/06\/AI-1-768x508.png 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2017\/06\/AI-1-1024x677.png 1024w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2017\/06\/AI-1-600x397.png 600w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2017\/06\/AI-1-30x20.png 30w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2017\/06\/AI-1-800x529.png 800w\" sizes=\"auto, (max-width: 1393px) 100vw, 1393px\" \/><\/a><\/p>\n<p>\u9019\u9805\u6280\u8853\u7684\u7368\u7279\u4e4b\u8655\u5728\u65bc\u6a5f\u5668\u6703\u57f9\u990a\u51fa\u81ea\u5df1\u7684\u76f4\u89ba\uff1a\u85c9\u7531\u53cd\u8986\u63a5\u89f8\u8cc7\u6599\u4e26\u5f9e\u4e2d\u6b78\u7d0d\u51fa\u898f\u5247\uff0c\u5982\u6b64\u5c31\u4e0d\u5fc5\u6bcf\u6b21\u90fd\u8981\u91dd\u5c0d\u65b0\u7684\u72c0\u6cc1\u64b0\u5beb\u7a0b\u5f0f\u3002\u4f46\u6a5f\u5668\u5b78\u7fd2\u4e5f\u4e0d\u662f\u6c92\u6709\u7f3a\u9ede\uff1a\u6a5f\u5668\u5b78\u7fd2\u6709\u53ef\u80fd\u51fa\u932f\uff0c\u56e0\u6b64\u61c9\u7528\u6642\u5fc5\u9808\u7279\u5225\u5c0f\u5fc3\u30021<\/p>\n<p>\u5728\u5927\u6578\u64da\u7576\u9053\u7684\u4eca\u65e5\uff0c\u6a5f\u5668\u5b78\u7fd2\u986f\u5f97\u7279\u5225\u6709\u7528\u3002\u6211\u5011\u65e5\u5e38\u7576\u4e2d\u6bcf\u5929\u90fd\u6703\u63a5\u89f8\u5230\u6a5f\u5668\u5b78\u7fd2\uff0c\u5176\u61c9\u7528\u5305\u62ec\uff1a\u5075\u6e2c\u96fb\u8a71\u8a9e\u97f3\u7576\u4e2d\u7684\u6307\u4ee4\u3001Spotify \u4e0a\u7684\u6b4c\u66f2\u63a8\u85a6\u3001Amazon \u4e0a\u7684\u8cfc\u7269\u63a8\u85a6\uff0c\u9084\u6709 Waze \u7684\u6700\u5feb\u8def\u5f91\u63a8\u85a6\u7b49\u7b49\u3002<!--more--><\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u6a5f\u5668\u5b78\u7fd2\u4e5f\u61c9\u7528\u5728\u91ab\u7642\u65b9\u9762\uff0c\u5354\u52a9\u91ab\u5e2b\u66f4\u5feb\u3001\u66f4\u6e96\u78ba\u8a3a\u65b7\u75c5\u60c5\u3002\u5728\u91d1\u878d\u696d\uff0c\u6a5f\u5668\u5b78\u7fd2\u53ef\u4ee5\u5354\u52a9\u5075\u6e2c\u7570\u5e38\u3001\u4e0d\u7b26\u5408\u6d88\u8cbb\u8005\u7fd2\u6163\u7684\u4fe1\u7528\u5361\u6d88\u8cbb\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u6a5f\u5668\u5b78\u7fd2\u8207\u7db2\u8def\u5b89\u5168<\/h2>\n<p>\u52d2\u7d22\u75c5\u6bd2\u7684\u51fa\u73fe\uff0c\u8b93\u6a5f\u5668\u5b78\u7fd2\u518d\u5ea6\u6210\u70ba\u76ee\u5149\u7126\u9ede\uff0c\u56e0\u70ba\u5b83\u53ef\u5728\u7b2c\u4e00\u6642\u9593\u5075\u6e2c\u52d2\u7d22\u75c5\u6bd2\u653b\u64ca\u3002<\/p>\n<p>\u4e0d\u65b7\u6f14\u5316\u662f\u60e1\u610f\u7a0b\u5f0f\u7684\u672c\u8cea\uff0c\u5e7e\u5e74\u524d\uff0c\u99ed\u5ba2\u6703\u5728\u591a\u6b21\u653b\u64ca\u7576\u4e2d\u91cd\u8907\u4f7f\u7528\u76f8\u540c\u7684\u60e1\u610f\u7a0b\u5f0f\uff0c\u5176\u96dc\u6e4a\u78bc (\u4e5f\u5c31\u662f\u60e1\u610f\u7a0b\u5f0f\u7684\u6307\u7d0b) \u6703\u56fa\u5b9a\u4e0d\u8b8a\uff0c\u76f4\u5230\u8a72\u60e1\u610f\u7a0b\u5f0f\u6548\u679c\u4e0d\u4f73\u70ba\u6b62\u624d\u4e0d\u518d\u4f7f\u7528\u3002\u4f46\u4eca\u65e5\u7684\u99ed\u5ba2\u5247\u662f\u7d93\u5e38\u6539\u8b8a\u60e1\u610f\u7a0b\u5f0f\u7684\u6307\u7d0b\uff0c\u4f8b\u5982 Cerber \u52d2\u7d22\u75c5\u6bd2\u6bcf 15 \u79d2\u5c31\u80fd\u7522\u751f\u4e00\u500b\u96dc\u6e4a\u78bc\u4e0d\u540c\u7684\u65b0\u8b8a\u7a2e\u3002\u63db\u53e5\u8a71\u8aaa\uff0c\u6bcf\u500b\u8b8a\u7a2e\u53ea\u6703\u4f7f\u7528\u4e00\u6b21\uff0c\u6240\u4ee5\u50b3\u7d71\u7684\u6280\u5de7\u5c31\u975e\u5e38\u96e3\u4ee5\u5075\u6e2c\uff0c\u6b64\u6642\u6a5f\u5668\u5b78\u7fd2\u5c31\u80fd\u6d3e\u4e0a\u7528\u5834\u3002\u7531\u65bc\u6a5f\u5668\u5b78\u7fd2\u662f\u6839\u64da\u60e1\u610f\u7a0b\u5f0f\u7684\u5bb6\u65cf\u985e\u578b\u4f86\u5075\u6e2c\uff0c\u56e0\u6b64\u5c31\u80fd\u5075\u6e2c\u540c\u4e00\u5bb6\u65cf\u7684\u5404\u7a2e\u8b8a\u7a2e\uff0c\u6240\u4ee5\u7406\u6240\u7576\u7136\u5c31\u6210\u4e86\u4e00\u9805\u91cd\u8981\u7684\u7db2\u8def\u5b89\u5168\u5de5\u5177\u3002<\/p>\n<p>\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u53ef\u6839\u64da\u5148\u524d\u63a5\u89f8\u60e1\u610f\u7a0b\u5f0f\u548c\u60e1\u610f\u6a94\u6848\u7684\u7d93\u9a57\u4f86\u6e96\u78ba\u9810\u5224\u3002\u85c9\u7531\u5206\u6790\u6578\u767e\u842c\u500b\u4e0d\u540c\u985e\u578b\u7684\u5df2\u77e5\u7db2\u8def\u5a01\u8105\uff0c\u6a5f\u5668\u5b78\u7fd2\u5c31\u80fd\u767c\u6398\u8207\u67d0\u500b\u5df2\u77e5\u5a01\u8105\u985e\u4f3c\u7684\u5168\u65b0\u6216\u5c1a\u672a\u5206\u985e\u7684\u5a01\u8105\u3002<\/p>\n<p>\u5f9e\u6839\u64da\u6b77\u53f2\u8cc7\u6599\u4f86\u9810\u5224\u65b0\u7684\u60e1\u610f\u7a0b\u5f0f\uff0c\u5230\u6709\u6548\u8ffd\u8e64\u5a01\u8105\u4e26\u52a0\u4ee5\u6514\u622a\uff0c\u6a5f\u5668\u5b78\u7fd2\u5145\u5206\u5c55\u73fe\u4e86\u5f37\u5316\u7db2\u8def\u5b89\u5168\u9632\u8b77\u4ee5\u63d0\u5347\u6574\u9ad4\u7db2\u8def\u8cc7\u5b89\u60c5\u52e2\u7684\u50f9\u503c\u3002<\/p>\n<p>[\u00a0<strong>\u5ef6\u4f38\u95b1\u8b80\uff1a<\/strong><a href=\"https:\/\/blog.trendmicro.com\/5-ways-machine-learning-can-be-used-for-security-today\/\"><strong>\u4eca\u65e5\u8cc7\u5b89\u61c9\u7528\u6a5f\u5668\u5b78\u7fd2\u7684\u4e94\u7a2e<\/strong><\/a><strong>\u65b9\u6cd5<\/strong>\u00a0]<\/p>\n<p>\u5118\u7ba1\u6a5f\u5668\u5b78\u7fd2\u6700\u8fd1\u6210\u4e86\u4e00\u9805\u7db2\u8def\u5b89\u5168\u7684\u71b1\u9580\u8a71\u984c\uff0c\u4f46\u8da8\u52e2\u79d1\u6280\u65e9\u5728\u6a5f\u5668\u5b78\u7fd2\u88ab\u7092\u71b1\u4e4b\u524d (2005 \u5e74\u8d77) \u5373\u5c07\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u61c9\u7528\u5728\u6211\u5011\u7684\u7522\u54c1\u7576\u4e2d\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u8da8\u52e2\u79d1\u6280\u5982\u4f55\u61c9\u7528\u6a5f\u5668\u5b78\u7fd2\uff1f<\/h2>\n<p>\u6a5f\u5668\u5b78\u7fd2\u662f\u8da8\u52e2\u79d1\u6280 XGen&#x2122; \u9632\u8b77\u80cc\u5f8c\u7684\u95dc\u9375\u6280\u8853\uff0c\u9019\u5957\u9632\u8b77\u63a1\u7528\u591a\u5c64\u5f0f\u65b9\u6cd5\uff0c\u878d\u5408\u50b3\u7d71\u8cc7\u5b89\u6280\u8853\u8207\u65b0\u8208\u6280\u8853\uff0c\u5728\u9069\u7576\u6642\u6a5f\u4f7f\u7528\u9069\u7576\u7684\u6280\u5de7\u4f86\u4fdd\u8b77\u7aef\u9ede\u548c\u7cfb\u7d71\u3002<\/p>\n<p>\u8da8\u52e2\u79d1\u6280\u5341\u591a\u5e74\u4f86\u6301\u7e8c\u501f\u52a9\u6a5f\u5668\u5b78\u7fd2\u7684\u5f37\u5927\u529b\u91cf\u4f86\u904e\u6ffe\u5783\u573e\u90f5\u4ef6\u3001\u5206\u6790\u7db2\u7ad9\u4fe1\u8b7d\u8a55\u7b49\u3001\u767c\u6398\u793e\u7fa4\u5a92\u9ad4\u4e0a\u7684\u60e1\u610f\u6d3b\u52d5\u3002\u8da8\u52e2\u79d1\u6280\u4e0d\u65b7\u958b\u767c\u6700\u65b0\u7684\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u4f86\u5206\u6790\u5927\u91cf\u8cc7\u6599\uff0c\u4e26\u9810\u5148\u5224\u65b7\u539f\u672c\u672a\u77e5\u7684\u6a94\u6848\u985e\u578b\u662f\u5426\u60e1\u610f\u3002<br \/>\n<iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/0mizTtxUSgY\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<h2>\u8da8\u52e2\u79d1\u6280\u6a5f\u5668\u5b78\u7fd2\u91cc\u7a0b\u7891<\/h2>\n<table  class=\" table table-hover\" width=\"100%\">\n<tbody>\n<tr>\n<td width=\"54\">\u5e74\u5ea6<\/td>\n<td width=\"418\">\u6a5f\u5668\u5b78\u7fd2\u91cc\u7a0b\u7891<\/td>\n<\/tr>\n<tr>\n<td width=\"54\">2005<\/td>\n<td width=\"418\">\u65e9\u5728 2005 \u5e74\uff0c\u8da8\u52e2\u79d1\u6280\u5373\u904b\u7528\u6a5f\u5668\u5b78\u7fd2\u4f86\u5c0d\u6297\u5783\u573e\u90f5\u4ef6\uff0c\u5305\u62ec\u8da8\u52e2\u79d1\u6280\u5783\u573e\u90f5\u4ef6\u9632\u8b77\u5f15\u64ce (TMASE) \u4ee5\u53ca Hosted Email Security \u4ee3\u7ba1\u5f0f\u96fb\u5b50\u90f5\u4ef6\u9632\u8b77 (HES)\u3002<\/td>\n<\/tr>\n<tr>\n<td width=\"54\">2009<\/td>\n<td width=\"418\">\u70ba\u4e86\u6e96\u78ba\u5206\u6790\u5404\u7a2e\u7db2\u7ad9 (\u8272\u60c5\u7db2\u7ad9\u3001\u8cfc\u7269\u7db2\u7ad9\u3001\u8ced\u535a\u7db2\u7ad9\u7b49\u7b49) \u7684\u4fe1\u8b7d\u8a55\u7b49\uff0c\u8da8\u52e2\u79d1\u6280\u7684\u7db2\u7ad9\u4fe1\u8b7d\u8a55\u7b49\u670d\u52d9\u5f9e 2009 \u5e74\u8d77\u4fbf\u4e00\u76f4\u63a1\u7528\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u3002<\/td>\n<\/tr>\n<tr>\n<td width=\"54\">2010<\/td>\n<td width=\"418\">\u8da8\u52e2\u79d1\u6280 Deep Discovery&#x2122; \u89e3\u6c7a\u65b9\u6848\u7576\u4e2d\u7684 Script Analyzer \u8173\u672c\u5206\u6790\u5668\u7d50\u5408\u4e86\u6a5f\u5668\u5b78\u7fd2\u8207\u6c99\u76d2\u6a21\u64ec\u5206\u6790\u6280\u8853\u4f86\u5075\u6e2c\u5c08\u9580\u5229\u7528\u6f0f\u6d1e\u9032\u884c\u9806\u9053\u4e0b\u8f09\u7684\u7db2\u9801\u3002<\/td>\n<\/tr>\n<tr>\n<td width=\"54\">2012<\/td>\n<td width=\"418\">\u70ba\u4e86\u5354\u52a9\u57f7\u6cd5\u55ae\u4f4d\u8abf\u67e5\u7db2\u8def\u72af\u7f6a\uff0c\u5c24\u5176\u662f\u91dd\u5c0d\u6027\u653b\u64ca\uff0c\u8da8\u52e2\u79d1\u6280\u958b\u767c\u4e86\u4e00\u5957\u540d\u70ba\u300cSPuNge\u300d\u7684\u7cfb\u7d71\uff0c\u7d50\u5408\u53e2\u96c6\u8207\u95dc\u806f\u6280\u5de7\u4f86\u300c<a href=\"https:\/\/www.trendmicro.de\/cloud-content\/us\/pdfs\/security-intelligence\/white-papers\/wp-targeted-attacks-detection-with-spunge.pdf\">\u767c\u6398\u6709\u985e\u4f3c\u884c\u70ba\u7684\u96fb\u8166\uff0c\u5305\u62ec\u5b83\u5011\u6240\u5b58\u53d6\u7684\u60e1\u610f\u8cc7\u6e90\u548c\u5b83\u5011\u6240\u8655\u7684\u7522\u696d\u300d\u3002<\/a><\/td>\n<\/tr>\n<tr>\n<td width=\"54\">2013<\/td>\n<td width=\"418\">\u8da8\u52e2\u79d1\u6280\u958b\u767c\u4e86\u4e00\u5957\u540d\u70ba\u300cTrend Micro Locality Sensitive Hashing (TLSH)\u300d\u7684\u65b9\u6cd5\uff0c\u9019\u662f\u4e00\u5957\u5340\u57df\u6027\u654f\u611f\u96dc\u6e4a\u78bc\u904b\u7b97\u65b9\u6cd5\uff0c\u53ef\u5c07\u6a5f\u5668\u5b78\u7fd2\u61c9\u7528\u65bc\u5efa\u7acb\u767d\u540d\u55ae\uff0c\u7522\u751f\u767d\u540d\u55ae\u6240\u9700\u7684\u96dc\u6e4a\u503c\u30022013 \u5e74\uff0c<a href=\"https:\/\/github.com\/trendmicro\/tlsh\/\">\u8da8\u52e2\u79d1\u6280\u5c07 TLSH \u8f49\u6210 GitHub \u958b\u653e\u539f\u59cb\u78bc\u5c08\u6848<\/a>\uff0c\u4e3b\u52d5\u4fc3\u9032\u5408\u4f5c\u3002<\/td>\n<\/tr>\n<tr>\n<td width=\"54\">2015<\/td>\n<td width=\"418\">2015 \u5e74\uff0c\u8da8\u52e2\u79d1\u6280\u6210\u529f\u5c07\u6a5f\u5668\u5b78\u7fd2\u61c9\u7528\u5230<a href=\"https:\/\/mars.trendmicro.com\/\">\u884c\u52d5\u88dd\u7f6e\u61c9\u7528\u7a0b\u5f0f\u4fe1\u8b7d\u8a55\u7b49\u670d\u52d9<\/a>\u00a0(MARS) \u4f86\u4fdd\u8b77 iOS \u548c Android \u88dd\u7f6e\uff0c\u4e26\u6574\u5408\u81f3\u8da8\u52e2\u79d1\u6280\u7684\u884c\u52d5\u5b89\u5168\u9632\u8b77\u7522\u54c1\u5167 (\u91dd\u5c0d\u4e00\u822c\u6d88\u8cbb\u8005\u7684<a href=\"https:\/\/www.pccillin.com.tw\/product-tmms.html\"><strong>\u8da8\u52e2\u79d1\u6280\u884c\u52d5\u5b89\u5168\u9632\u8b77<\/strong><\/a>\u4ee5\u53ca\u5c08\u70ba\u4f01\u696d\u6a5f\u69cb\u8a2d\u8a08\u7684<a href=\"https:\/\/www.trendmicro.com\/en_us\/forHome\/products\/mobile-security.html\">\u8da8\u52e2\u79d1\u6280\u884c\u52d5\u5b89\u5168\u9632\u8b77\u4f01\u696d\u7248<\/a>)\u3002<\/p>\n<p>\u85c9\u7531\u5206\u6790\u975c\u614b\u7684\u61c9\u7528\u7a0b\u5f0f\u8cc7\u8a0a\u8207\u52d5\u614b\u7684\u61c9\u7528\u7a0b\u5f0f\u884c\u70ba\uff0c\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u5c31\u80fd\u7528\u65bc\u5373\u6642\u5075\u6e2c\u60e1\u610f\u7a0b\u5f0f\uff0c\u751a\u81f3\u5075\u6e2c\u672a\u77e5\u5a01\u8105\u3002\u8da8\u52e2\u79d1\u6280\u591a\u5c64\u5f0f\u884c\u52d5\u5b89\u5168\u9632\u8b77\u7522\u54c1\u6240\u63a1\u7528\u7684\u6f14\u7b97\u6cd5\uff0c\u9084\u53ef\u7528\u65bc\u5075\u6e2c\u91cd\u65b0\u5305\u88dd\u7684\u61c9\u7528\u7a0b\u5f0f\uff0c\u540c\u6642\u4e5f\u8b93 <a href=\"https:\/\/blog.trendmicro.com\/trendlabs-security-intelligence\/category\/mobile\/\">TrendLabs \u8cc7\u8a0a\u5b89\u5168\u60c5\u5831\u90e8\u843d\u683c (Security Intelligence Blog)<\/a> \u63d0\u4f9b\u66f4\u6e96\u78ba\u7684\u884c\u52d5\u5a01\u8105\u60c5\u5831\u3002<\/p>\n<p>\u8da8\u52e2\u79d1\u6280\u5f9e 2015 \u5e74\u8d77\u5373\u4e0d\u65b7\u5728 AV Comparatives \u7684<a href=\"https:\/\/www.av-comparatives.org\/mobile-security\/\">\u884c\u52d5\u5b89\u5168\u9632\u8b77\u8a55\u6e2c (Mobile Security Reviews)<\/a> \u7576\u4e2d\u53d6\u5f97\u512a\u7570\u6210\u7e3e\u30022017 \u5e74\uff0c\u8da8\u52e2\u79d1\u6280\u884c\u52d5\u88dd\u7f6e\u61c9\u7528\u7a0b\u5f0f\u4fe1\u8b7d\u8a55\u7b49\u670d\u52d9 (MARS) \u7684\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\uff0c\u4e5f\u8b93\u8da8\u52e2\u79d1\u6280\u5728 <a href=\"https:\/\/www.av-test.org\/en\/antivirus\/mobile-devices\/android\/november-2017\/trend-micro-mobile-security--antivirus-9.1-174421\/\">AV-TEST \u7522\u54c1\u8a55\u6e2c\u8a8d\u8b49\u5831\u544a<\/a>\u516c\u958b\u6e2c\u8a66\u7576\u4e2d\u9023\u7e8c\u53d6\u5f97 100% \u5075\u6e2c\u7387\u4e14\u96f6\u8aa4\u5224\u7684\u512a\u7570\u6210\u7e3e\u3002<\/td>\n<\/tr>\n<tr>\n<td width=\"54\">2017<\/td>\n<td width=\"418\">\u8da8\u52e2\u79d1\u6280 2016 \u5e74\u6240\u958b\u767c\u51fa\u4f86\u7684\u300c\u9810\u5224\u5f0f\u6a5f\u5668\u5b78\u7fd2\u5f15\u64ce\u300d(Predictive Machine Learning Engine) \u5df2\u6210\u70ba\u8da8\u52e2\u79d1\u6280 XGen \u9632\u8b77\u7684\u91cd\u8981\u57fa\u790e\u3002\u5b83\u63a1\u7528\u4e86\u5169\u7a2e\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\uff1a\u300c\u57f7\u884c\u524d\u975c\u614b\u6a5f\u5668\u5b78\u7fd2\u300d\u8207\u300c\u57f7\u884c\u4e2d\u52d5\u614b\u6a5f\u5668\u5b78\u7fd2\u300d\uff0c\u524d\u8005\u6703\u6839\u64da\u6a94\u6848\u7684\u7d50\u69cb\u8cc7\u8a0a\u4f86\u5224\u65b7\u6a94\u6848\u662f\u5426\u60e1\u610f\uff0c\u5f8c\u8005\u5247\u6703\u6839\u64da\u6a94\u6848\u57f7\u884c\u6642\u662f\u5426\u51fa\u73fe\u60e1\u610f\u884c\u70ba\u4f86\u52a0\u4ee5\u5224\u65b7\u3002<\/td>\n<\/tr>\n<tr>\n<td width=\"54\"><\/td>\n<td width=\"418\">AV-TEST \u5728\u5176 <a href=\"https:\/\/www.av-test.org\/en\/news\/news-single-view\/10-antivirus-suites-for-macos-sierra-put-to-the-test\/\">MacOS Sierra \u8a55\u6e2c<\/a>\u7576\u4e2d\u6e2c\u8a66\u4e86\u8da8\u52e2\u79d1\u6280\u7684 Antivirus Plus \u7522\u54c1\uff0c\u8a72\u6e2c\u8a66\u7684\u76ee\u7684\u662f\u8981\u770b\u770b\u5404\u5bb6\u8cc7\u5b89\u7522\u54c1\u5728 Mac \u7cfb\u7d71\u7684\u60e1\u610f\u7a0b\u5f0f\u9632\u8b77\u8868\u73fe\u5982\u4f55\u3002\u8da8\u52e2\u79d1\u6280\u7684\u7522\u54c1\u5728\u9762\u5c0d 184 \u500b Mac \u5c08\u5c6c\u5a01\u8105\u6642\u5c55\u73fe\u4e86 99.5% \u7684\u5075\u6e2c\u7387\uff0c\u5728\u9762\u5c0d 5,300 \u500b\u6e2c\u8a66\u7528 Windows \u60e1\u610f\u7a0b\u5f0f\u6642\u4e5f\u9054\u5230 99% \u4ee5\u4e0a\u3002\u6b64\u5916\uff0c\u5b89\u88dd\u8a72\u8edf\u9ad4\u4e4b\u5f8c\u7684\u7cfb\u7d71\u958b\u6a5f\u6642\u9593\u4e5f\u6bd4\u53ea\u539f\u672c\u7684\u53c3\u8003\u503c 239 \u79d2\u591a\u51fa 5 \u79d2\u3002<\/p>\n<p>\u6574\u9ad4\u800c\u8a00\uff0c\u6191\u8457 99.5% \u7684\u5075\u6e2c\u7387\uff0cAV-TEST \u8a8d\u70ba\u8da8\u52e2\u79d1\u6280\u7684 Mac \u89e3\u6c7a\u65b9\u6848\u300c\u63d0\u4f9b\u4e86\u512a\u7570\u7684\u60e1\u610f\u7a0b\u5f0f\u5a01\u8105\u5075\u6e2c\u80fd\u529b\uff0c\u975e\u5e38\u503c\u5f97\u63a8\u85a6\u300d\uff0c\u800c\u4e14\u5c0d\u7cfb\u7d71\u7684\u8ca0\u64d4\u4e5f\u975e\u5e38\u8f15\u5fae (\u7d04 2% \u591a\u4e00\u9ede)\u3002<\/td>\n<\/tr>\n<tr>\n<td width=\"54\"><\/td>\n<td width=\"418\">2017 \u5e74 2 \u6708 7 \u65e5\uff0c\u8da8\u52e2\u79d1\u6280\u66f4\u9032\u4e00\u6b65\u978f\u56fa\u5176\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u5148\u9a45\u5730\u4f4d\uff0c\u6210\u70ba\u7387\u5148\u5728\u65b0\u4e00\u4ee3\u5165\u4fb5\u9632\u8b77\u7cfb\u7d71 (NGIPS) \u7576\u4e2d\u5c0e\u5165\u6a5f\u5668\u5b78\u7fd2\u3001\u76f4\u63a5\u5728\u8def\u5f91\u5167\u5373\u6642\u5075\u6e2c\u4e26\u6514\u622a\u653b\u64ca\u7684\u5ee0\u5546\u3002<\/p>\n<p>\u9019\u9805\u5167\u5efa\u5728\u8da8\u52e2\u79d1\u6280 TippingPoint\u00ae NGIPS \u89e3\u6c7a\u65b9\u6848\u7684\u6280\u8853\u6b63\u5728\u5c08\u5229\u7533\u8acb\u7576\u4e2d\u3002\u8a72\u7522\u54c1\u662f\u8da8\u52e2\u79d1\u6280 Network Defense \u7db2\u8def\u9632\u79a6\u89e3\u6c7a\u65b9\u6848\u7684\u4e00\u74b0\uff0c\u540c\u6a23\u4e5f\u63a1\u7528 XGen \u9632\u8b77\u70ba\u57fa\u790e\u3002<\/p>\n<p>\u85c9\u7531\u5148\u9032\u7684\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\uff0c\u5728\u9762\u5c0d\u672a\u77e5\u7684\u5a01\u8105\u6642\u5c31\u80fd\u6839\u64da\u5176\u597d\u58de\u800c\u52a0\u4ee5\u9069\u7576\u5206\u985e\uff0c\u9032\u800c\u5373\u6642\u6514\u622a\uff0c\u800c\u4e14\u5e7e\u4e4e\u4e0d\u5f71\u97ff\u7db2\u8def\u7684\u6548\u80fd\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p>\u539f\u6587\u51fa\u8655\uff1a<a href=\"https:\/\/www.trendmicro.com\/vinfo\/us\/security\/definition\/machine-learning\">Machine Learning<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6a5f\u5668\u5b78\u7fd2\u4e26\u975e\u4e00\u6642\u7684\u5671\u982d\uff0c\u800c\u662f\u4e00\u7a2e\u4e0d\u9700\u4eba\u70ba\u4ecb\u5165\u5c31\u80fd\u8b93\u96fb\u8166\u81ea\u52d5\u5b78\u7fd2\u8cc7\u8a0a\u7684\u6280\u8853\u3002\u5b83\u5229\u7528\u6f14\u7b97\u6cd5\u4f86\u5438\u6536\u5927\u91cf\u8cc7\u8a0a (\u4e5f\u5c31\u662f [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wpscppro_dont_share_socialmedia":false,"_wpscppro_custom_social_share_image":0,"_facebook_share_type":"","_twitter_share_type":"","_linkedin_share_type":"","_pinterest_share_type":"","_linkedin_share_type_page":"","_instagram_share_type":"","_medium_share_type":"","_threads_share_type":"","_bluesky_share_type":"","_mastodon_share_type":"","_selected_social_profile":[],"_wpsp_enable_custom_social_template":false,"_wpsp_social_scheduling":{"enabled":false,"datetime":null,"platforms":[],"status":"template_only","dateOption":"","timeOption":"","customDays":"","customHours":"","customDate":"","customTime":"","schedulingType":""},"_wpsp_active_default_template":true},"categories":[3455,3024,3820,3],"tags":[2962,2961],"class_list":["post-55169","post","type-post","status-publish","format-standard","hentry","category-3455","category--machine-learning","category-machine-learning","category-whatis","tag-machine-learning","tag-2961"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u6a5f\u5668\u5b78\u7fd2\u4e26\u975e\u4e00\u6642\u7684\u5671\u982d\uff0c\u800c\u662f\u4e00\u7a2e\u4e0d\u9700\u4eba\u70ba\u4ecb\u5165\u5c31\u80fd\u8b93\u96fb\u8166\u81ea\u52d5\u5b78\u7fd2\u8cc7\u8a0a\u7684\u6280\u8853\u3002\u5b83\u5229\u7528\u6f14\u7b97\u6cd5\u4f86\u5438\u6536\u5927\u91cf\u8cc7\u8a0a (\u4e5f\u5c31\u662f\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"\u8da8\u52e2\u79d1\u6280 TrendMicro\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/blog.trendmicro.com.tw\/?p=55169\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.4\" \/>\n\t\t<meta property=\"og:locale\" content=\"zh_TW\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u8cc7\u5b89\u8da8\u52e2\u90e8\u843d\u683c - 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