{"id":37216,"date":"2021-09-17T17:30:20","date_gmt":"2021-09-17T09:30:20","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=37216"},"modified":"2021-10-04T20:00:35","modified_gmt":"2021-10-04T12:00:35","slug":"%e4%bb%a5%e5%81%87%e4%ba%82%e5%81%87-%e7%b6%b2%e8%b7%af%e4%b8%96%e7%95%8c%e7%9a%84%e9%87%91%e7%b5%b2%e9%9b%80%e9%99%b7%e9%98%b1%e2%94%80%e2%94%80we-forge","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=37216","title":{"rendered":"\u4ee5\u5047\u4e82\u5047 \u7db2\u8def\u4e16\u754c\u7684\u91d1\u7d72\u96c0\u9677\u9631\u2500\u2500WE-FORGE"},"content":{"rendered":"<p><span style=\"color: #333399;\"><strong>\u4ee5\u5047\u4e82\u771f\u7684\u8a98\u990c\u6587\u4ef6\u6df7\u6dc6\u99ed\u5ba2\u8996\u807d\uff0c\u4f7f\u5176\u7121\u6cd5\u5206\u8fa8\u51fa\u5230\u5e95\u54ea\u4e00\u9805\u624d\u662f\u771f\u6b63\u6709\u50f9\u503c\u7684\u8cc7\u8a0a\u3002<\/strong><\/span><\/p>\n<p><!--more--><\/p>\n<p><strong>\u7de8\u8b6f\uff0f\u8a31\u5b88\u5091<\/strong><\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u91d1\u7d72\u96c0\u9677\u9631<\/strong><\/span><\/p>\n<p>\u5728\u8457\u540d\u8ecd\u4e8b\u5c0f\u8aaa\u4f5c\u5bb6Tom Clancy\u7684\u66a2\u92b7\u4f5c\u54c1\u300a\u611b\u570b\u8005\u904a\u6232\u300b\uff08<em>Patriot Games<\/em>\uff09\u4e00\u66f8\u4e2d\uff0c\u63cf\u8ff0\u4e86\u5287\u4e2d\u4eba\u7269\u6545\u610f\u628a\u4e0d\u540c\u7248\u672c\u7684\u6a5f\u5bc6\u60c5\u5831\u6d29\u6f0f\u7d66\u5acc\u7591\u4eba\uff0c\u85c9\u6b64\u5224\u65b7\u8ab0\u662f\u6d29\u5bc6\u8005\u3002\u5728\u73fe\u5be6\u4e16\u754c\u4e2d\uff0c\u9019\u985e\u300c\u91d1\u7d72\u96c0\u9677\u9631\u300d\uff08Canary trap\uff09\u7684\u78ba\u662f\u60c5\u5831\u4eba\u54e1\u6163\u7528\u7684\u624b\u6cd5\u3002<\/p>\n<p>\u9762\u5c0d\u65e5\u76ca\u7316\u7357\u7684\u99ed\u5ba2\u653b\u64ca\uff0c\u8cc7\u8a0a\u5b89\u5168\u513c\u7136\u6210\u70ba\u6578\u4f4d\u6642\u4ee3\u7684\u4e00\u5927\u6311\u6230\u3002\u7f8e\u570b\u9054\u7279\u8305\u65af\u5b78\u9662\u7684\u7db2\u8def\u5b89\u5168\u5c08\u5bb6\u5011\uff0c\u60f3\u5230\u5229\u7528\u9019\u500b\u8001\u65b9\u6cd5\u4f86\u6b3a\u6575\uff0c\u9632\u5835\u99ed\u5ba2\u6ef2\u900f\u3001\u7aca\u53d6\u6709\u50f9\u503c\u7684\u6587\u4ef6\u9020\u6210\u5de8\u5927\u7684\u640d\u5931\u3002<\/p>\n<p>\u9019\u5957\u7a31\u4f5cWE-FORGE\uff08Word Embedding\u2013based Fake Online Repository Generation Engine\uff09\u7684\u6f14\u7b97\u6cd5\uff0c\u53ef\u4ee5\u751f\u6210\u5404\u7a2e\u4ee5\u5047\u4e82\u771f\u7684\u5c08\u5229\u8a98\u990c\u6587\u4ef6\uff0c\u4f7f\u5f97\u60f3\u8981\u7aca\u53d6\u516c\u53f8\u6280\u8853\u6a5f\u5bc6\u7684\u99ed\u5ba2\u7121\u6cd5\u5206\u8fa8\u5230\u5e95\u54ea\u4e00\u4efd\u624d\u662f\u771f\u6b63\u6709\u50f9\u503c\u7684\u8cc7\u8a0a\u3002\u9019\u5c31\u50cf\u5c07\u5927\u628a\u903c\u771f\u7684\u5047\u9214\u8207\u771f\u9214\u4e00\u8d77\u653e\u5728\u91d1\u5eab\u88e1\uff0c\u5373\u4f7f\u9280\u884c\u6436\u532a\u5011\u8cbb\u76e1\u4e5d\u725b\u4e8c\u864e\u4e4b\u529b\u6253\u958b\u91d1\u5eab\u5927\u9580\uff0c\u4e5f\u7121\u5f9e\u5728\u77ed\u6642\u9593\u5167\u53ea\u6311\u771f\u9214\u5e36\u8d70\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u4ee5\u5047\u4e82\u771f<\/strong><\/span><\/p>\n<p>\u90a3\u9ebcWE-FORGE\u7a76\u7adf\u662f\u5982\u4f55\u505a\u5230\u81ea\u52d5\u751f\u6210\u5047\u6587\u4ef6\u7684\u5462\uff1f\u9996\u5148\uff0c\u5c08\u5bb6\u5011\u5206\u6790\u539f\u59cb\u6587\u4ef6\uff0c\u5f9e\u4e2d\u627e\u51fa\u5c08\u696d\u8853\u8a9e\uff0c\u4ee5\u53ca\u5404\u5b57\u8a5e\u7684\u51fa\u73fe\u983b\u7387\u3002\u63a5\u8457\uff0c\u70ba\u4e86\u4f7f\u4eff\u9020\u6587\u4ef6\u8db3\u5920\u903c\u771f\uff0c\u4ed6\u5011\u6703\u9078\u7528\u6216\u8a2d\u6cd5\u5efa\u69cb\u8207\u4e3b\u984c\u76f8\u95dc\u7684\u5ba2\u88fd\u8a9e\u6599\u5eab\u3002\u8209\u4f8b\u4f86\u8aaa\uff1a\u5982\u679c\u539f\u59cb\u6587\u4ef6\u662f\u67d0\u5bb6\u85e5\u5ee0\u7684\u75ab\u82d7\u5c08\u5229\u7533\u8acb\u66f8\uff0cWE-FORGE\u5c31\u6703\u4f7f\u7528\u8207\u751f\u6280\u5c08\u5229\u76f8\u95dc\u7684\u8a9e\u6599\u5eab\uff0c\u78ba\u4fdd\u5f8c\u7e8c\u7522\u751f\u7684\u8a98\u990c\u6587\u4ef6\u4e2d\u4e0d\u6703\u51fa\u73fe\u8207\u75ab\u82d7\u5c08\u5229\u7121\u95dc\u7684\u7a81\u5140\u8a5e\u5f59\u3002<\/p>\n<figure id=\"attachment_37217\" aria-describedby=\"caption-attachment-37217\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-37217 size-large\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/09\/WE-FORGE-1024x481.png\" alt=\"\" width=\"800\" height=\"376\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/09\/WE-FORGE-1024x481.png 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/09\/WE-FORGE-300x141.png 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/09\/WE-FORGE-768x361.png 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/09\/WE-FORGE.png 1224w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-37217\" class=\"wp-caption-text\">\u5716\uff11\u3001WE-FORGE\u7684\u793a\u610f\u5716\u3002\uff08\u5716\u7247\u4f86\u6e90\uff1aA. Abdibayev et al., 2021.\uff09<\/figcaption><\/figure>\n<p>\u6b64\u5916\uff0c\u8a9e\u6599\u5eab\u4e2d\u7684\u8cc7\u6599\u4e5f\u6703\u6309\u4e3b\u984c\u5206\u985e\uff0c\u800c\u5f8c\u96a8\u6a5f\u5730\u88ab\u5957\u7528\u65bc\u5047\u6587\u4ef6\u4e2d\uff0c\u66ff\u63db\u5b57\u8a5e\u7684\u540c\u6642\u4e5f\u517c\u9867\u5408\u7406\u6027\u3002\u76f8\u8f03\u65bc\u5148\u524d\u7684\u76f8\u95dc\u6280\u8853\u7e3d\u662f\u7522\u51fa\u4e00\u5806\u5927\u540c\u5c0f\u7570\u7684\u6587\u4ef6\uff0cWE-FORGE\u85c9\u6b64\u63d0\u5347\u751f\u6210\u6587\u4ef6\u7684\u591a\u6a23\u6027\uff0c\u5982\u6b64\u7d30\u81a9\u7684\u4f5c\u6cd5\u4f7f\u99ed\u5ba2\u66f4\u4e0d\u5bb9\u6613\u767c\u89ba\u9020\u5047\u7684\u75d5\u8de1\uff0c\u4e5f\u63d0\u6607\u9006\u5411\u9084\u539f\u5de5\u7a0b\u7684\u96e3\u5ea6\u3002WE-FORGE\u7684\u958b\u767c\u5718\u968a\u8868\u793a\uff1a\u300c\u6211\u5011\u5c31\u662f\u8981\u8b93\u90a3\u4e9b\u5077\u4f60\u6771\u897f\u7684\u4eba\u611f\u5230\u75db\u82e6\uff01\u300d<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u6b3a\u6575\u7684\u6210\u6548<\/strong><\/span><\/p>\n<p>\u70ba\u4e86\u9a57\u8b49WE-FORGE\u7684\u6b3a\u6575\u6210\u6548\uff0c\u7814\u7a76\u5718\u968a\u507d\u9020\u4e86\u4e00\u7cfb\u5217\u96fb\u8166\u548c\u5316\u5b78\u9818\u57df\u7684\u5c08\u5229\u7533\u8acb\u6587\u4ef6\uff0c\u4e26\u9080\u8acb\u8a72\u9818\u57df\u7684\u5c08\u5bb6\uff08\u81f3\u5c11\u5177\u6709\u8a72\u9818\u57df\u7684\u78a9\u58eb\u5b78\u4f4d\uff09\u4f86\u5224\u5225\u9019\u4e9b\u6587\u4ef6\u7684\u771f\u507d\uff0c\u7d50\u679c\u9023\u4ed6\u5011\u4e5f\u4e0a\u7576\u3002<\/p>\n<p>WE-FORGE\u80fd\u91dd\u5c0d\u55ae\u4e00\u7bc7\u6587\u4ef6\u751f\u6210\u6578\u767e\u842c\u4efd\u4e0d\u540c\u7684\u5047\u6587\u4ef6\uff0c\u5c07\u9019\u500b\u6578\u5b57\u653e\u5927\uff0c\u7d55\u5c0d\u80fd\u62b5\u6297\u99ed\u5ba2\u7684\u7db2\u8def\u653b\u64ca\u3002\u9664\u4e86\u5c08\u5229\u6587\u4ef6\u5916\uff0cWE-FORGE\u5f8c\u7e8c\u4e5f\u5e0c\u671b\u80fd\u61c9\u7528\u5728\u5176\u4ed6\u66f4\u8907\u96dc\u7684\u8cc7\u6599\u4e0a\uff0c\u4f8b\u5982\u6587\u5b57\u4e4b\u5916\u7684\u6578\u5b57\u3001\u6d41\u7a0b\u5716\u548c\u8868\u683c\u7b49\uff0c\u4f7f\u5176\u66f4\u81fb\u5b8c\u7f8e\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u7de8\u8b6f\u4f86\u6e90<\/strong><\/p>\n<ul>\n<li>Bushwick, S. (2021). <em><a href=\"https:\/\/www.scientificamerican.com\/article\/ai-creates-false-documents-that-fake-out-hackers\/\">AI Creates False Documents That Fake Out Hackers<\/a><\/em>. Scientific American.<\/li>\n<\/ul>\n<p><strong>\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n<ul>\n<li>Abdibayev, A., Chen, D., Chen, H., Poluru, D., &amp; Subrahmanian, V. (2021). <a href=\"https:\/\/doi.org\/10.1145\/3418289\">Using Word Embeddings to Deter Intellectual Property Theft through Automated Generation of Fake Documents<\/a>. <em>ACM Transactions On Management Information Systems<\/em>, 12(2), 1-22.<\/li>\n<\/ul>\n<p style=\"text-align: center;\"><span style=\"color: #999999;\">(\u672c\u6587\u7531\u6559\u80b2\u90e8\u88dc\u52a9\u300cAI\u5831\u5831\u2500AI\u79d1\u666e\u63a8\u5ee3\u8a08\u756b\u300d\u57f7\u884c\u5718\u968a\u7de8\u8b6f)<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4ee5\u5047\u4e82\u771f\u7684\u8a98\u990c\u6587\u4ef6\u6df7\u6dc6\u99ed\u5ba2\u8996\u807d\uff0c\u4f7f\u5176\u7121\u6cd5\u5206\u8fa8\u51fa\u5230\u5e95\u54ea\u4e00\u9805\u624d\u662f\u771f\u6b63\u6709\u50f9\u503c\u7684\u8cc7\u8a0a\u3002<\/p>\n","protected":false},"author":24,"featured_media":37218,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,5105,3293,5125],"tags":[5061,2712,5060,157],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/09\/cyber-security.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37216"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=37216"}],"version-history":[{"count":2,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37216\/revisions"}],"predecessor-version":[{"id":37220,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37216\/revisions\/37220"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/37218"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37216"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=37216"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=37216"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}