{"id":54535,"date":"2018-02-28T09:00:13","date_gmt":"2018-02-28T01:00:13","guid":{"rendered":"https:\/\/blog.trendmicro.com.tw\/?p=54535"},"modified":"2018-03-01T17:43:39","modified_gmt":"2018-03-01T09:43:39","slug":"%e6%a9%9f%e5%99%a8%e5%ad%b8%e7%bf%92%e4%bd%bf%e5%be%97%e9%a7%ad%e5%ae%a2%e7%b6%b2%e8%b7%af%e9%87%a3%e9%ad%9a%e6%94%bb%e6%93%8a%e5%be%97%e9%80%9e%e6%a9%9f%e7%8e%87%e6%8f%90%e9%ab%9830%e7%b9%9e","status":"publish","type":"post","link":"https:\/\/blog.trendmicro.com.tw\/?p=54535","title":{"rendered":"\u5982\u679c\u99ed\u5ba2\u5229\u7528\u6a5f\u5668\u5b78\u7fd2&#8230;.\u7db2\u8def\u91e3\u9b5a\u653b\u64ca\u5f97\u901e\u6a5f\u7387\u63d0\u9ad830%,\u7e5e\u904ereCAPTCHA\u6a5f\u7387\u905498%"},"content":{"rendered":"<blockquote><p>\u99ed\u5ba2\u5728\u5165\u4fb5\u7d44\u7e54\u524d\u901a\u5e38\u6703\u5148\u76e1\u53ef\u80fd\u5730\u6536\u96c6\u76ee\u6a19\u76f8\u95dc\u8cc7\u8a0a\u3002\u5176\u4e2d\u5305\u62ec\u516c\u53f8\u76f8\u95dc\u4eba\u58eb\u7684\u8a73\u7d30\u8cc7\u8a0a\u4ee5\u4f5c\u70ba\u4e4b\u5f8c\u7684\u91e3\u9b5a\u653b\u64ca\u6240\u9700\u3002\u96a8\u8457\u6a5f\u5668\u5b78\u7fd2(Machine Learning)\u51fa\u73fe\uff0c\u99ed\u5ba2\u4e0d\u5fc5\u518d\u624b\u52d5\u9032\u884c\u9019\u4e9b\u7814\u7a76\u5de5\u4f5c\uff0c\u800c\u662f\u53ef\u4ee5\u81ea\u52d5\u5316\u4e26\u52a0\u901f\u6574\u500b\u904e\u7a0b\u3002<\/p>\n<p>\u9019\u6a23\u5b50\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u4e5f\u4ee3\u8868\u5229\u7528\u516c\u53f8\u9ad8\u968e\u4e3b\u7ba1\u751a\u81f3\u66f4\u4f4e\u5c64\u54e1\u5de5\u500b\u4eba\u8cc7\u6599\u4f86\u9032\u884c\u7684\u91dd\u5c0d\u6027\u653b\u64ca\u6703\u98c6\u5347\u3002\u6b64\u985e\u7db2\u8def\u91e3\u9b5a\u653b\u64ca\u65b9\u5f0f<a href=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2018\/01\/11\/seven-ways-cybercriminals-can-use-machine-learning\/\">\u53ef\u80fd\u5c07\u6210\u529f\u6a5f\u6703\u63d0\u9ad8\u591a\u905430%<\/a>\u3002<\/p>\n<p>\u8a31\u591a\u7db2\u7ad9\u548c\u7cfb\u7d71\u5229\u7528\u9a57\u8b49\u78bc\uff08CAPTCHA\uff09\u6a5f\u5236\u4f86\u5340\u5206\u771f\u4eba\u8207\u6a5f\u5668\u4eba\u3002\u4e0d\u904e\u5728\u6a5f\u5668\u5b78\u7fd2\u6642\u4ee3\uff0c\u9019\u4e9b\u4ee5\u5f80\u6709\u6548\u7684\u4f5c\u6cd5\u4e5f\u53d7\u5230\u4e86\u5f71\u97ff\u3002<\/p>\n<p>\u9019\u4e26\u975e\u99ed\u5ba2\u7b2c\u4e00\u6b21\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u4f86\u7834\u89e3\u9a57\u8b49\u78bc\uff08CAPTCHA\uff09\u6a5f\u5236 \u2013 \u57282012\u5e74\uff0c\u7814\u7a76\u4eba\u54e1\u8b49\u660e\u53ef\u4ee5\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u7e5e\u904ereCAPTCHA\u7cfb\u7d71\uff0c<a href=\"https:\/\/dl.acm.org\/citation.cfm?id=2367894\">\u6210\u529f\u7387\u9054\u523082%<\/a>\u3002\u800c\u6700\u8fd1\u57282017\u5e74\uff0c\u7814\u7a76\u4eba\u54e1\u5229\u7528\u6a5f\u5668\u5b78\u7fd2<a href=\"https:\/\/www.blackhat.com\/docs\/asia-16\/materials\/asia-16-Sivakorn-Im-Not-a-Human-Breaking-the-Google-reCAPTCHA-wp.pdf\">\u7e5e\u904eGoogle reCAPTCHA\u4fdd\u8b77\u6a5f\u5236\u7684\u6210\u529f\u7387\u9054\u523098%<\/a>\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=\"(max-width: 1393px) 100vw, 1393px\" \/><\/a><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3>\u99ed\u5ba2\u5982\u4f55\u5229\u7528\u6a5f\u5668\u5b78\u7fd2(Machine Learning)?<\/h3>\n<p>\u7cbe\u7d30\u7684\u7db2\u8def\u72af\u7f6a\u4e00\u76f4\u5728\u5c0b\u627e\u4e0b\u4e00\u500b\u5927\u898f\u6a21\u7684\u653b\u64ca\u624b\u6cd5\uff0c\u4e26\u4e14\u4e0d\u6703\u541d\u65bc\u5617\u8a66\u65b0\u65b9\u6cd5\u4f86\u653b\u7834\u76ee\u6a19\u4e26\u5165\u4fb5\u4f01\u696d\u7684IT\u8cc7\u7522\u548c\u654f\u611f\u8cc7\u6599\u3002\u8981\u963b\u6b62\u9019\u985e\u5a01\u8105\u7684\u6700\u597d\u65b9\u6cd5\u4e4b\u4e00\u662f\u63d0\u9ad8\u4eba\u5011\u7684\u5b89\u5168\u610f\u8b58\u4e26\u589e\u52a0\u5c0d\u6700\u65b0\u98a8\u96aa\u53ca\u5982\u4f55\u9632\u7bc4\u7684\u4e86\u89e3\u3002<\/p>\n<p>\u76ee\u524d\u99ed\u5ba2\u7684\u4e00\u500b\u65b0\u8208\u7b56\u7565\u662f\u4f7f\u7528\u6a5f\u5668\u5b78\u7fd2(Machine Learning)\u3002\u5c31\u8ddf\u8a31\u591a\u5148\u9032\u5275\u65b0\u7684\u6280\u8853\u4e00\u6a23\uff0c\u6a5f\u5668\u5b78\u7fd2\u53ef\u4ee5\u5c0d\u4f01\u696d\u6709\u76ca\uff0c\u537b\u4e5f\u80fd\u5920\u5e6b\u52a9\u60e1\u610f\u6d3b\u52d5\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u6a5f\u5668\u5b78\u7fd2\uff1a\u5165\u9580<\/strong><\/p>\n<p>\u8a31\u591aIT\u548c\u958b\u767c\u5718\u968a\u53ca\u6280\u8853\u6a5f\u69cb\u90fd\u6b63\u5728\u4f7f\u7528\u6a5f\u5668\u5b78\u7fd2 ,\u6b63\u5982SAS\u6240\u89e3\u91cb\uff0c\u6a5f\u5668\u5b78\u7fd2\u662f\u4eba\u5de5\u667a\u6167\u7684\u4e00\u500b\u5206\u652f\uff0c\u5b83\u5efa\u7acb\u5728\u69cb\u5efa<a href=\"https:\/\/www.sas.com\/en_us\/insights\/analytics\/machine-learning.html\">\u81ea\u52d5\u5316\u5206\u6790\u6a21\u578b<\/a>\u7684\u57fa\u790e\u4e0a\u3002\u63db\u53e5\u8a71\u8aaa\uff0c\u6a5f\u5668\u5b78\u7fd2\u8b93\u7cfb\u7d71\u80fd\u5920\u6839\u64da\u5176\u6301\u7e8c\u4f7f\u7528\u548c\u7d93\u9a57\u4f86\u589e\u52a0\u81ea\u5df1\u7684\u77e5\u8b58\u4e26\u8abf\u6574\u7a0b\u5e8f\u548c\u6d3b\u52d5\u3002<\/p>\n<p>\u201c\u6a5f\u5668\u5b78\u7fd2\u7684\u8fed\u4ee3\u65b9\u9762\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u70ba\u96a8\u8457\u6a21\u578b\u63a5\u89f8\u5230\u65b0\u8cc7\u6599\uff0c\u9700\u8981\u80fd\u5920\u7368\u7acb\u9069\u61c9\uff0c\u201dSAS\u8868\u793a\u3002\u201c\u5b83\u5011\u5f9e\u4e4b\u524d\u7684\u8a08\u7b97\u4e2d\u5b78\u7fd2\u4ee5\u7522\u751f\u53ef\u9760\u3001\u53ef\u91cd\u8907\u7684\u6c7a\u7b56\u548c\u7d50\u679c\u3002\u9019\u4e26\u4e0d\u662f\u4e00\u9580\u65b0\u5b78\u79d1\uff0c\u4f46\u537b\u7372\u5f97\u4e86\u65b0\u52d5\u529b\u3002\u201d<\/p>\n<p>\u4eba\u5011\u4e5f\u53ef\u80fd\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u78b0\u904e\u67d0\u7a2e\u5f62\u5f0f\u7684\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5 \u2013 \u5982\u4e32\u6d41\u5a92\u9ad4\u670d\u52d9\u548c\u7db2\u8def\u8ce3\u5834\u7684\u7dda\u4e0a\u63a8\u85a6\uff0c\u9084\u6709\u81ea\u52d5\u8a50\u9a19\u5075\u6e2c\u7b49\u4ee3\u8868\u73fe\u5be6\u4e16\u754c\u88e1\u5df2\u7d93\u5b58\u5728\u7684\u6a5f\u5668\u5b78\u7fd2\u7528\u4f8b\u3002<!--more--><\/p>\n<p>&nbsp;<\/p>\n<figure id=\"attachment_54537\" class=\"thumbnail wp-caption aligncenter\" style=\"width: 810px\"><a href=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/02\/ML.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-54537 size-full\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/02\/ML.jpg\" alt=\"\u99ed\u5ba2\u53ef\u4ee5\u901a\u904e\u6a5f\u5668\u5b78\u7fd2\u9032\u884c\u81ea\u52d5\u5316\u7684\u8cc7\u6599\u6536\u96c6\" width=\"800\" height=\"531\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/02\/ML.jpg 800w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/02\/ML-300x199.jpg 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/02\/ML-768x510.jpg 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/02\/ML-600x398.jpg 600w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2018\/02\/ML-30x20.jpg 30w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><figcaption class=\"caption wp-caption-text\">\u99ed\u5ba2\u53ef\u4ee5\u901a\u904e\u6a5f\u5668\u5b78\u7fd2\u9032\u884c\u81ea\u52d5\u5316\u7684\u8cc7\u6599\u6536\u96c6<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<h3><strong>\u5584\u60e1\u5169\u908a\u7684\u6a5f\u5668\u5b78\u7fd2<\/strong><\/h3>\n<p>\u4f46\u96a8\u8457\u4e00\u822c\u6a5f\u69cb\u548c\u767d\u5e3d\u8cc7\u5b89\u5c08\u5bb6\u4e0d\u65b7\u6df1\u5165\u6316\u6398\u5e36\u4f86\u52a9\u76ca\u7684\u6a5f\u5668\u5b78\u7fd2\u529f\u80fd\uff0c\u99ed\u5ba2\u4e5f\u8d8a\u4f86\u8d8a\u95dc\u6ce8\u57fa\u65bc\u4eba\u5de5\u667a\u6167\u7684\u6d41\u7a0b\uff0c\u4ee5\u5f37\u5316\u7db2\u8def\u653b\u64ca\u7684\u5a01\u529b\u3002<\/p>\n<p>\u99ed\u5ba2\u7a76\u7adf\u662f\u5982\u4f55\u904b\u7528\u6a5f\u5668\u5b78\u7fd2\u4e26\u5f71\u97ff\u4eca\u65e5\u7684\u4f01\u696d\uff1f\u8b93\u6211\u5011\u4f86\u770b\u770b\uff1a<\/p>\n<p><strong>\u99ed\u5ba2\u5229\u7528\u6a5f\u5668\u5b78\u7fd2,\u8eb2\u907f\u7528\u4f86\u8b58\u5225\u548c\u963b\u6b62\u7db2\u8def\u72af\u7f6a\u6d3b\u52d5\u7684\u5b89\u5168\u7cfb\u7d71\u76e3\u8996<\/strong><\/p>\n<p>\u7576\u99ed\u5ba2\u88fd\u4f5c\u60e1\u610f\u8edf\u9ad4\u6642\uff0c\u4e26\u4e0d\u53ea\u662f\u60f3\u8981\u5165\u4fb5\u4f01\u696d\uff0c\u9084\u6703\u5e0c\u671b\u76e1\u53ef\u80fd\u9577\u6642\u9593\u7559\u5728\u53d7\u5bb3\u8005\u7684\u7cfb\u7d71\u4e2d\u3002\u99ed\u5ba2\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u7684\u7b2c\u4e00\u7a2e\u65b9\u5f0f\uff08\u53ef\u80fd\u4e5f\u662f\u6700\u5371\u96aa\u7684\u65b9\u5f0f\uff09\u5c31\u662f\u8eb2\u907f\u7528\u4f86\u8b58\u5225\u548c\u963b\u6b62\u7db2\u8def\u72af\u7f6a\u6d3b\u52d5\u7684\u5b89\u5168\u7cfb\u7d71\u76e3\u8996\u3002<\/p>\n<p>\u4f86\u81ea\u5eb7\u5948\u723e\u5927\u5b78\u7684\u4e00\u7bc7\u7814\u7a76\u8ad6\u6587\u63cf\u8ff0\u99ed\u5ba2\u5982\u4f55\u9032\u884c\u9019\u985e\u653b\u64ca\u3002\u7814\u7a76\u4eba\u54e1\u80fd\u5920\u5efa\u7acb\u4e00\u500b<a href=\"https:\/\/arxiv.org\/abs\/1702.05983\">\u751f\u6210\u5c0d\u6297\u7db2\u8def\uff08GAN\uff09\u6f14\u7b97\u6cd5<\/a>\u4f86\u751f\u6210\u60e1\u610f\u8edf\u9ad4\u6a23\u672c\u3002\u6191\u85c9\u6a5f\u5668\u5b78\u7fd2\u529f\u80fd\u6240\u5f97\u5230\u7684\u60e1\u610f\u8edf\u9ad4\u6a23\u672c\u53ef\u4ee5\u6709\u6548\u907f\u958b\u5c08\u9580\u8a2d\u8a08\u4f86\u5075\u6e2c\u5371\u96aa\u6a23\u672c\u7684\u6a5f\u5668\u5b78\u7fd2\u578b\u5b89\u5168\u8edf\u9ad4\u3002<\/p>\n<p>\u8cc7\u5b89\u5c08\u5bb6\u9084\u9810\u6e2c\u7db2\u8def\u72af\u7f6a\u5206\u5b50\u53ef\u4ee5\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u4f86\u57fa\u65bc\u5b89\u5168\u7cfb\u7d71\u5982\u4f55\u5075\u6e2c\u5df2\u77e5\u611f\u67d3\u7684\u65b9\u6cd5\u4f86\u4fee\u6539\u65b0\u60e1\u610f\u8edf\u9ad4\u6a23\u672c\u3002\u9019\u6a23\u5c31\u53ef\u4ee5\u8b93\u99ed\u5ba2\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u4f86\u88fd\u4f5c\u66f4\u52a0\u8070\u660e\u7684\u60e1\u610f\u8edf\u9ad4\uff0c\u9019\u4e9b\u60e1\u610f\u8edf\u9ad4\u5c31\u80fd\u5920\u5728\u4e2d\u6bd2\u7cfb\u7d71\u5f85\u4e0a\u9577\u6642\u9593\u800c\u4e0d\u88ab\u5075\u6e2c\u3002<\/p>\n<p>\u6240\u4ee5\u4f01\u696d\u9700\u8981\u5c0d\u81ea\u5df1\u7684\u5b89\u5168\u72c0\u6cc1\u63a1\u53d6\u66f4\u52a0\u7a4d\u6975\u7684\u614b\u5ea6\uff0c\u6301\u7e8c\u5730\u76e3\u63a7\u95dc\u9375IT\u7cfb\u7d71\u548c\u8cc7\u7522\uff0c\u5b89\u5168\u7ba1\u7406\u4eba\u54e1\u4e5f\u5fc5\u9808\u78ba\u4fdd\u4f7f\u7528\u8005\u5728\u65e5\u5e38\u4f5c\u696d\u8207\u7db2\u8def\u6d3b\u52d5\u90fd\u80fd\u5920\u9075\u5b88\u6700\u4f73\u9632\u8b77\u5be6\u4f5c\u3002<\/p>\n<figure class=\"thumbnail wp-caption alignnone\" style=\"width: 472px\"><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/pictures.brafton.com\/x_0_0_0_14104212_800.jpg\" alt=\"\u99ed\u5ba2\u53ef\u4ee5\u901a\u904e\u6a5f\u5668\u5b78\u7fd2\u9032\u884c\u81ea\u52d5\u5316\u7684\u8cc7\u6599\u6536\u96c6\" width=\"462\" height=\"508\" \/><figcaption class=\"caption wp-caption-text\">\u99ed\u5ba2\u53ef\u4ee5\u901a\u904e\u6a5f\u5668\u5b78\u7fd2\u9032\u884c\u81ea\u52d5\u5316\u7684\u8cc7\u6599\u6536\u96c6<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<p><strong>\u99ed\u5ba2\u4e5f\u53ef\u80fd\u958b\u59cb\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u4f86\u767c\u52d5\u653b\u64ca\u6d3b\u52d5<\/strong><\/p>\n<p>Forbes\u64b0\u7a3f\u4eba\u548cERPScan\u806f\u5408\u5275\u8fa6\u4eba\u517c\u6280\u8853\u9577Alexander Polyakov\u6307\u51fa\uff0c\u99ed\u5ba2\u4e5f\u53ef\u80fd\u958b\u59cb\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u4f86\u767c\u52d5\u653b\u64ca\u6d3b\u52d5\u3002<\/p>\n<p>\u7db2\u8def\u72af\u7f6a\u4efd\u5b50\u5728\u5165\u4fb5\u7d44\u7e54\u524d\u901a\u5e38\u6703\u5148\u76e1\u53ef\u80fd\u5730\u6536\u96c6\u76ee\u6a19\u76f8\u95dc\u8cc7\u8a0a\u3002\u5176\u4e2d\u5305\u62ec\u516c\u53f8\u76f8\u95dc\u4eba\u58eb\u7684\u8a73\u7d30\u8cc7\u8a0a\u4ee5\u4f5c\u70ba\u4e4b\u5f8c\u7684\u91e3\u9b5a\u653b\u64ca\u6240\u9700\u3002\u96a8\u8457\u6a5f\u5668\u5b78\u7fd2\u51fa\u73fe\uff0c\u99ed\u5ba2\u4e0d\u5fc5\u518d\u624b\u52d5\u9032\u884c\u9019\u4e9b\u7814\u7a76\u5de5\u4f5c\uff0c\u800c\u662f\u53ef\u4ee5\u81ea\u52d5\u5316\u4e26\u52a0\u901f\u6574\u500b\u904e\u7a0b\u3002<\/p>\n<p>\u9019\u6a23\u5b50\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u4e5f\u4ee3\u8868\u5229\u7528\u516c\u53f8\u9ad8\u968e\u4e3b\u7ba1\u751a\u81f3\u66f4\u4f4e\u5c64\u54e1\u5de5\u500b\u4eba\u8cc7\u6599\u4f86\u9032\u884c\u7684\u91dd\u5c0d\u6027\u653b\u64ca\u6703\u98c6\u5347\u3002Polyakov\u5831\u5c0e\u7a31\u9019\u6a23\u7684<a href=\"https:\/\/blog.trendmicro.com.tw\/?p=136\">\u7db2\u8def\u91e3\u9b5a\uff08Phishing\uff09<\/a>\u653b\u64ca\u65b9\u5f0f<a href=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2018\/01\/11\/seven-ways-cybercriminals-can-use-machine-learning\/\">\u53ef\u80fd\u5c07\u6210\u529f\u6a5f\u6703\u63d0\u9ad8\u591a\u905430%<\/a>\u3002<\/p>\n<p>\u96a8\u8457\u7db2\u8def\u91e3\u9b5a\u548c<a href=\"https:\/\/blog.trendmicro.com.tw\/?p=14753\">\u91dd\u5c0d\u6027\u653b\u64ca\/\u9396\u5b9a\u76ee\u6a19\u653b\u64ca(Targeted attack )<\/a>\u8b8a\u5f97\u66f4\u52a0\u7cbe\u5bc6\uff0c\u9ad8\u968e\u4e3b\u7ba1\u548c\u54e1\u5de5\u90fd\u5fc5\u9808\u4e86\u89e3\u8a72\u5982\u4f55\u767c\u89ba\u770b\u4f3c\u6b63\u5e38\u7684\u8a50\u9a19\u90f5\u4ef6\u3002\u91e3\u9b5a\u90f5\u4ef6\u901a\u5e38\u6703\u5305\u542b\u6536\u4ef6\u8005\u7684\u59d3\u540d\u3001\u8077\u4f4d\u548c\u5176\u4ed6\u8a73\u7d30\u8cc7\u8a0a\u4f86\u8a98\u4f7f\u53d7\u5bb3\u8005\u6253\u958b\u90f5\u4ef6\u3002\u4f46\u9019\u4e9b\u96fb\u5b50\u90f5\u4ef6\u53ef\u80fd\u6703\u51fa\u73fe\u62fc\u5beb\u932f\u8aa4\uff0c\u6216\u662f\u5728\u5bc4\u4ef6\u8005\u5730\u5740\u3001\u516c\u53f8\u540d\u7a31\u3001\u6a19\u8a8c\u6216\u5176\u4ed6\u507d\u88dd\u8eab\u4efd\u7684\u5c0f\u7d30\u7bc0\u4e0a\u6709\u4e9b\u66f4\u52d5\u3002\u8981\u6559\u80b2\u54e1\u5de5\u4e0d\u6703\u56e0\u70ba\u9019\u4e9b\u4f0e\u5006\u800c\u4e0a\u7576\uff0c\u4e26\u4e14\u53ef\u4ee5\u8a13\u7df4\u54e1\u5de5\u6210\u70ba\u591a\u5c64\u6b21\u5b89\u5168\u9632\u79a6\u7684\u4e00\u74b0\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u7e5e\u904e\u9a57\u8b49\u78bc\uff08CAPTCHA<\/strong><strong>\uff09\u7cfb\u7d71\uff1a\u672a\u7d93\u6388\u6b0a\u7684\u5b58\u53d6<\/strong><\/p>\n<p>\u8a31\u591a\u7db2\u7ad9\u548c\u7cfb\u7d71\u5229\u7528\u9a57\u8b49\u78bc\uff08CAPTCHA\uff09\u6a5f\u5236\u4f86\u5340\u5206\u771f\u4eba\u8207\u6a5f\u5668\u4eba\u3002\u4e0d\u904e\u5728\u6a5f\u5668\u5b78\u7fd2\u6642\u4ee3\uff0c\u9019\u4e9b\u4ee5\u5f80\u6709\u6548\u7684\u4f5c\u6cd5\u4e5f\u53d7\u5230\u4e86\u5f71\u97ff\u3002<\/p>\n<p>\u9019\u4e26\u975e\u99ed\u5ba2\u7b2c\u4e00\u6b21\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u4f86\u7834\u89e3\u9a57\u8b49\u78bc\uff08CAPTCHA\uff09\u6a5f\u5236 \u2013 \u57282012\u5e74\uff0c\u7814\u7a76\u4eba\u54e1\u8b49\u660e\u53ef\u4ee5\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u7e5e\u904ereCAPTCHA\u7cfb\u7d71\uff0c<a href=\"https:\/\/dl.acm.org\/citation.cfm?id=2367894\">\u6210\u529f\u7387\u9054\u523082%<\/a>\u3002\u800c\u6700\u8fd1\u57282017\u5e74\uff0c\u7814\u7a76\u4eba\u54e1\u5229\u7528\u6a5f\u5668\u5b78\u7fd2<a href=\"https:\/\/www.blackhat.com\/docs\/asia-16\/materials\/asia-16-Sivakorn-Im-Not-a-Human-Breaking-the-Google-reCAPTCHA-wp.pdf\">\u7e5e\u904eGoogle reCAPTCHA\u4fdd\u8b77\u6a5f\u5236\u7684\u6210\u529f\u7387\u9054\u523098%<\/a>\u3002<\/p>\n<p>\u9019\u4e9b\u7d50\u679c\u4ee3\u8868\u4f01\u696d\u9700\u8981\u66f4\u52a0\u5f37\u5b89\u5168\u4fdd\u8b77\uff0c\u5c24\u5176\u4fdd\u8b77\u9762\u5411\u5ba2\u6236\u7684\u7cfb\u7d71\u4f86\u5c0d\u6297\u6bad\u5c4d\u7db2\u8def\u9023\u7dda\u3002Polyakov\u5efa\u8b70\u7528MathCAPTCHA\u66ff\u63dbreCAPTCHA\uff0c\u6216\u662f\u63a1\u53d6\u53e6\u4e00\u7a2e\u66f4\u52a0\u5f37\u5927\u7684\u4f5c\u6cd5\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u5c07\u6a5f\u5668\u5b78\u7fd2\u7528\u5728\u5b89\u5168\u9632\u8b77\u4e0a<\/strong><\/p>\n<p>\u503c\u5f97\u6176\u5e78\u7684\u662f\uff0c\u5982\u524d\u6240\u8ff0\uff0c\u6a5f\u5668\u5b78\u7fd2\u4e5f\u53ef\u4ee5\u7528\u4f86\u63d0\u9ad8\u4f01\u696d\u7684\u5b89\u5168\u6027\u3002<\/p>\n<p>\u6b63\u5982\u672c\u90e8\u843d\u683c\u6240\u8ff0\uff0c\u6a5f\u5668\u5b78\u7fd2\u53ef\u4ee5\u5354\u52a9\u78ba\u8a8d\u548c\u6e1b\u5c11\u7269\u806f\u7db2\u5b89\u5168\u9632\u79a6\u7684\u6f0f\u6d1e\uff0c\u52a0\u5f37\u5c0d\u54e1\u5de5\u4f7f\u7528\u8005\u9593\u8cc7\u6599\u4ea4\u63db\u7684\u76e3\u63a7\uff0c\u751a\u81f3\u53ef\u4ee5\u9810\u6e2c\u548c\u963b\u6b62\u96f6\u6642\u5dee\u5a01\u8105\u3002<a href=\"https:\/\/blog.trendmicro.com\/5-ways-machine-learning-can-be-used-for-security-today\/\">\u9ede\u64ca\u9019\u88e1\u4f86\u4e86\u89e3\u66f4\u591a<\/a>\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>@\u539f\u6587\u51fa\u8655\uff1a<a href=\"https:\/\/blog.trendmicro.com\/how-hackers-are-leveraging-machine-learning\/\">How Hackers Are Leveraging Machine Learning<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u99ed\u5ba2\u5728\u5165\u4fb5\u7d44\u7e54\u524d\u901a\u5e38\u6703\u5148\u76e1\u53ef\u80fd\u5730\u6536\u96c6\u76ee\u6a19\u76f8\u95dc\u8cc7\u8a0a\u3002\u5176\u4e2d\u5305\u62ec\u516c\u53f8\u76f8\u95dc\u4eba\u58eb\u7684\u8a73\u7d30\u8cc7\u8a0a\u4ee5\u4f5c\u70ba\u4e4b\u5f8c\u7684\u91e3\u9b5a\u653b\u64ca\u6240\u9700\u3002\u96a8\u8457 [&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":"","_google_business_share_type":"","_selected_social_profile":[],"_wpsp_enable_custom_social_template":false,"_wpsp_social_scheduling":{"enabled":false,"datetime":null,"platforms":[],"status":"template_only","dateOption":"today","timeOption":"now","customDays":"","customHours":"","customDate":"","customTime":"","schedulingType":"absolute"},"_wpsp_active_default_template":true},"categories":[3181,12,1268,3024,2452,907],"tags":[2960,2961,2284],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/54535"}],"collection":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=54535"}],"version-history":[{"count":0,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/54535\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=54535"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=54535"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=54535"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}