{"id":66476,"date":"2020-12-07T09:00:00","date_gmt":"2020-12-07T01:00:00","guid":{"rendered":"https:\/\/blog.trendmicro.com.tw\/?p=66476"},"modified":"2020-12-03T18:10:36","modified_gmt":"2020-12-03T10:10:36","slug":"%e9%9b%99%e9%9d%a2%e5%88%83ai-%e5%8f%8a-ml%e8%a2%ab%e6%8b%bf%e4%be%86%e7%8a%af%e7%bd%aa","status":"publish","type":"post","link":"https:\/\/blog.trendmicro.com.tw\/?p=66476","title":{"rendered":"\u96d9\u9762\u5203!AI \u53ca ML\u88ab\u62ff\u4f86\u72af\u7f6a"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"440\" src=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/12\/AI-1024x440.jpg\" alt=\"\" class=\"wp-image-66480\" srcset=\"https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/12\/AI-1024x440.jpg 1024w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/12\/AI-300x129.jpg 300w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/12\/AI-768x330.jpg 768w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/12\/AI-1536x660.jpg 1536w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/12\/AI-30x13.jpg 30w, https:\/\/blog.trendmicro.com.tw\/wp-content\/uploads\/2020\/12\/AI.jpg 1849w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u672c\u6587\u63a2\u8a0e\u4eca\u65e5\u4eba\u5de5\u667a\u6167 (AI) \u53ca<ins><a href=\"https:\/\/blog.trendmicro.com.tw\/?p=55169\"><ins>\u6a5f\u5668\u5b78\u7fd2(Machine learning,ML)<\/ins><\/a><\/ins> \u5982\u4f55\u906d\u5230\u4e0d\u8096\u5229\u7528\u53ca\u6feb\u7528\uff0c\u4e26\u4e14\u63d0\u51fa\u4e00\u4e9b\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u672a\u4f86\u5982\u4f55\u5229\u7528\u9019\u4e9b\u6280\u8853\u4f86\u8b00\u53d6\u4e0d\u6cd5\u7372\u5229\u7684\u53ef\u80fd\u60c5\u5883\u3002<\/p><\/blockquote>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/documents.trendmicro.com\/images\/TEx\/articles\/malicious-uses-and-abuses-of-ai-by-line.png\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u8da8\u52e2\u79d1\u6280\u3001\u806f\u5408\u570b\u5340\u57df\u72af\u7f6a\u8207\u53f8\u6cd5\u7814\u7a76\u9662 (UNICRI) \u4ee5\u53ca\u6b50\u6d32\u5211\u8b66\u7d44\u7e54 (Europol)<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u4eba\u5de5\u667a\u6167 (AI) \u6b63\u4fc3\u4f7f\u5168\u7403\u5feb\u901f\u9081\u5411\u4e00\u500b\u66f4\u5145\u6eff\u6d3b\u529b\u7684\u4e16\u754c\u3002AI \u662f\u96fb\u8166\u79d1\u5b78\u5e95\u4e0b\u4e00\u500b\u8207\u5176\u4ed6\u5b78\u9580\u606f\u606f\u76f8\u95dc\u7684\u5b50\u9818\u57df\uff0c\u860a\u542b\u8457\u63d0\u5347\u6548\u7387\u4ee5\u53ca\u4fc3\u9032\u81ea\u52d5\u5316\u8207\u81ea\u4e3b\u6027\u7684\u9f90\u5927\u6f5b\u529b\u3002\u7c21\u800c\u8a00\u4e4b\uff0cAI \u662f\u7b2c\u56db\u6b21\u5de5\u696d\u9769\u547d\u7684\u6838\u5fc3\u6280\u8853\uff0c\u4e5f\u662f\u4e00\u628a\u96d9\u9762\u5203\u3002\u81f3\u65bc<ins><a href=\"https:\/\/blog.trendmicro.com.tw\/?p=55169\"><ins>\u6a5f\u5668\u5b78\u7fd2<\/ins><ins>(Machine learning,ML)<\/ins><\/a><\/ins> \u5247\u662f AI \u5e95\u4e0b\u7684\u4e00\u500b\u5c08\u9580\u85c9\u7531\u5927\u91cf\u8cc7\u6599\u5206\u6790\u8207\u6f14\u7b97\u6cd5\u4f86\u627e\u5c0b\u6a21\u5f0f\u548c\u898f\u5f8b\u7684\u5b50\u9818\u57df\uff0c\u53ef\u8b93\u4f01\u696d\u6a5f\u69cb\u8207\u653f\u5e9c\u6a5f\u95dc\u5be6\u73fe\u4e00\u4e9b\u91cd\u5927\u8a08\u756b\uff0c\u6700\u7d42\u5c07\u9a45\u52d5\u5275\u65b0\u4e26\u6539\u5584\u71df\u904b\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/documents.trendmicro.com\/images\/TEx\/articles\/malicious-uses-and-abuses-of-artificial-intelligence-pdf-cover.jpg\" alt=\"\"\/><figcaption>\u4e0b\u8f09<a href=\"https:\/\/documents.trendmicro.com\/assets\/white_papers\/wp-malicious-uses-and-abuses-of-artificial-intelligence.pdf\">\u300c\u4eba\u5de5\u667a\u6167\u7684\u4e0d\u8096\u5229\u7528\u53ca\u6feb\u7528\u300d(Malicious Uses and Abuses of Artificial Intelligence)<\/a> <\/figcaption><\/figure><\/div>\n\n\n\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/documents.trendmicro.com\/assets\/white_papers\/wp-malicious-uses-and-abuses-of-artificial-intelligence.pdf\" target=\"_blank\"><\/a><br><\/p>\n\n\n\n<p>AI \u53ca ML \u5728\u5546\u696d\u9818\u57df\u7684\u7d50\u5408\u76f8\u7576\u666e\u904d\uff0c\u4e8b\u5be6\u4e0a\uff0c\u622a\u81f3 2020 \u5e74\u70ba\u6b62\uff0c\u5df2\u6709 <a href=\"https:\/\/dataprot.net\/statistics\/ai-statistics\/#:~:text=Key%20AI%20statistics,billion%20a%20year%20by%202025.\" target=\"_blank\" rel=\"noreferrer noopener\">37% \u7684\u4f01\u696d\u548c\u6a5f\u69cb<\/a>\u4ee5\u67d0\u7a2e\u5f62\u5f0f\u5c07 AI \u6574\u5408\u5230\u4ed6\u5011\u7684\u7cfb\u7d71\u8207\u6d41\u7a0b\u7576\u4e2d\u3002\u6709\u4e86\u9019\u985e\u6280\u8853\u7684\u5de5\u5177\uff0c\u4f01\u696d\u5c31\u80fd\u66f4\u6e96\u78ba\u5730\u9810\u6e2c\u5ba2\u6236\u7684\u8cfc\u8cb7\u884c\u70ba\uff0c\u9032\u800c<a href=\"https:\/\/www.statista.com\/statistics\/1083482\/worldwide-ai-revenue-increase\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u589e\u52a0\u71df\u6536<\/a>\u3002\u67d0\u4e9b\u4f01\u696d\u5728 ML \u8207 AI \u5de5\u5177\u7684\u5354\u52a9\u4e0b\uff0c\u5275\u9020\u4e86\u9a5a\u4eba\u7684\u696d\u52d9\uff0cAmazon \u5373\u662f\u4e00\u4f8b\uff0c\u8a72\u516c\u53f8 2018 \u5e74\u7684\u5e02\u503c\u5df2\u7d93\u9054\u5230\u4e00\u5146\u7f8e\u5143\u3002<\/p>\n\n\n\n<p>\u5118\u7ba1 AI \u548c ML \u626e\u6f14\u4e86\u4f01\u696d\u3001\u95dc\u9375\u57fa\u790e\u5efa\u8a2d\u4ee5\u53ca\u5404\u7a2e\u7522\u696d\u7684\u91cd\u8981\u652f\u67f1\uff0c\u4e26\u4e14\u5354\u52a9\u4eba\u985e\u56e0\u61c9\u4e00\u4e9b\u91cd\u5927\u7684\u6311\u6230 (\u5982 <a href=\"https:\/\/www.wsj.com\/podcasts\/tech-news-briefing\/how-ai-is-filling-in-coronavirus-testing-gaps\/bc030bfc-958a-4777-9420-3e9e22e32b3c\" target=\"_blank\" rel=\"noreferrer noopener\">Covid-19 \u75ab\u60c5<\/a>)\uff0c\u4f46\u9019\u4e9b\u6280\u8853\u537b\u4e5f\u8b93\u5404\u5f0f\u5404\u6a23\u7684\u6578\u4f4d\u3001\u5be6\u9ad4\u4ee5\u53ca\u653f\u6cbb\u5a01\u8105\u6d6e\u4e0a\u6aaf\u9762\u3002\u4f01\u696d\u6a5f\u69cb\u53ca\u4e00\u822c\u500b\u4eba\u82e5\u60f3\u78ba\u4fdd\u81ea\u8eab\u5b89\u5168\u3001\u9632\u7bc4 AI \u6280\u8853\u906d\u4e0d\u8096\u4e4b\u5f92\u5229\u7528\u6216\u6feb\u7528\uff0c\u5c31\u5fc5\u9808\u5b78\u7fd2\u8a8d\u8b58\u4e26\u4e86\u89e3 AI \u7cfb\u7d71\u906d\u60e1\u610f\u6feb\u7528\u7684\u98a8\u96aa\u3002<\/p>\n\n\n\n<p>\u7531\u8da8\u52e2\u79d1\u6280\u3001\u806f\u5408\u570b\u5340\u57df\u72af\u7f6a\u8207\u53f8\u6cd5\u7814\u7a76\u9662 (UNICRI) \u4ee5\u53ca\u6b50\u6d32\u5211\u8b66\u7d44\u7e54 (Europol) \u806f\u5408\u88fd\u4f5c\u7684\u7814\u7a76\u5831\u544a\u300c<a href=\"https:\/\/documents.trendmicro.com\/assets\/white_papers\/wp-malicious-uses-and-abuses-of-artificial-intelligence.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eba\u5de5\u667a\u6167\u7684\u4e0d\u8096\u5229\u7528\u53ca\u6feb\u7528<\/a>\u300d(Malicious Uses and Abuses of Artificial Intelligence) \u4e00\u6587\uff0c\u4e0d\u50c5\u63a2\u8a0e\u4e86\u7576\u4eca AI \u8207 ML \u6280\u8853\u906d\u5230\u4e0d\u8096\u5229\u7528\u53ca\u6feb\u7528\u7684\u73fe\u6cc1\uff0c\u66f4\u63d0\u51fa\u4e86\u4e00\u4e9b\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u672a\u4f86\u5982\u4f55\u5229\u7528\u9019\u4e9b\u6280\u8853\u4f86\u8b00\u53d6\u4e0d\u6cd5\u7372\u5229\u7684\u53ef\u80fd\u60c5\u5883\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">AI \u8207 ML \u906d\u5230\u4e0d\u8096\u5229\u7528\u53ca\u6feb\u7528\u7684\u73fe\u6cc1<\/h2>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><br>AI \u8207 ML\u7cfb\u7d71\u5c0d\u4f01\u696d\u4f86\u8aaa\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u4e9b\u529f\u80fd\uff0c\u4f8b\u5982\u85c9\u7531\u5927\u6578\u64da\u5206\u6790\u4f86\u81ea\u52d5\u7522\u751f\u9810\u6e2c\u4e26\u767c\u6398\u4e00\u4e9b\u4e0d\u65b7\u51fa\u73fe\u7684\u6a21\u5f0f\u548c\u898f\u5f8b\uff0c\u525b\u597d\u5c31\u662f\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u7528\u4f86\u8b00\u53d6\u4e0d\u6cd5\u7372\u5229\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<h3 class=\"has-black-color has-text-color wp-block-heading\"><br>Deepfake \u6df1\u5ea6\u507d\u9020\u6280\u8853<\/h3>\n\n\n\n<p><br>\u4e00\u9805\u76ee\u524d\u5ee3\u7372\u99ed\u5ba2\u9752\u775e\u7684 AI \u6280\u8853\u5c31\u662f Deepfake \u6df1\u5ea6\u507d\u9020\u6280\u8853\uff0c\u9019\u662f\u4e00\u7a2e\u7528\u4f86\u5275\u9020\u6216\u8b8a\u9020\u5f71\u97f3\u5167\u5bb9\u4f7f\u5176\u770b\u8d77\u4f86\u5e7e\u53ef\u4e82\u771f\u7684 AI \u6280\u8853\u3002<a href=\"https:\/\/blog.trendmicro.com.tw\/?p=63452\">Deepfake<\/a> \u7d50\u5408\u4e86\u300c\u6df1\u5ea6\u5b78\u7fd2\u300d\u8207\u300c\u5f71\u97f3\u8b8a\u9020\u300d\u5169\u9805\u6280\u8853\uff0c\u7531\u65bc\u5b83\u6240\u88fd\u4f5c\u51fa\u4f86\u7684\u5f71\u97f3\u5167\u5bb9\u5e7e\u53ef\u4e82\u771f\uff0c\u5373\u4f7f\u6709\u79d1\u6280\u7684\u5e6b\u52a9\u4e5f\u5f88\u96e3\u5206\u8fa8\u771f\u507d\uff0c\u56e0\u6b64\u672a\u4f86\u5f88\u53ef\u80fd\u88ab\u7528\u65bc\u6563\u5e03\u5047\u8a0a\u606f\u3002\u800c\u5728\u5e7e\u4e4e\u4eba\u4eba\u90fd\u6703\u4f7f\u7528\u7db2\u969b\u7db2\u8def\u8207\u793e\u7fa4\u5a92\u9ad4\u7684\u60c5\u6cc1\u4e0b\uff0cDeepfake \u5c07\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u89f8\u53ca\u5168\u7403\u6578\u767e\u842c\u4eba\u53e3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video aligncenter\"><video controls src=\"https:\/\/www.trendmicro.com\/vinfo\/cloudlink\/video\/criminal-ai\/criminalAi_deepfakes.mp4\"><\/video><\/figure>\n\n\n\n<p>Deepfake \u6280\u8853\u5f88\u5bb9\u6613\u88ab\u6709\u5fc3\u4eba\u58eb\u7528\u4f86\u626d\u66f2\u4e8b\u5be6\u4ee5\u6eff\u8db3\u5176\u4e0d\u826f\u610f\u5716\uff0c\u4e00\u500b\u5f88\u597d\u7684\u6848\u4f8b\u5c31\u662f\u4e00\u6bb5\u64da\u7a31\u662f\u67d0\u4f4d<a href=\"https:\/\/www.malaymail.com\/news\/malaysia\/2019\/06\/12\/is-the-political-aide-viral-sex-video-confession-real-or-a-deepfake\/1761422\" target=\"_blank\" rel=\"noreferrer noopener\">\u99ac\u4f86\u897f\u4e9e\u653f\u6cbb\u4eba\u7269\u52a9\u7406<\/a>\u8207\u5167\u95a3\u5b98\u54e1\u4e4b\u9593\u7684\u6027\u611b\u5f71\u7247\u3002\u8a72\u5f71\u7247\u5728 2019 \u5e74\u88ab\u4eba\u91cb\u51fa\uff0c\u4e26\u8981\u6c42\u8abf\u67e5\u8a72\u540d\u5167\u95a3\u5b98\u54e1\u7684\u8caa\u8150\u884c\u70ba\u3002\u91cd\u8981\u7684\u662f\uff0c\u8a72\u5f71\u7247\u7684\u51fa\u73fe\u5c0e\u81f4\u4e86\u806f\u5408\u653f\u5e9c\u7684\u52d5\u76ea\uff0c\u8b49\u660e Deepfake \u78ba\u5be6\u53ef\u80fd\u9020\u6210\u653f\u6cbb\u6548\u61c9\u3002\u9084\u6709\u53e6\u4e00\u500b\u6848\u4f8b\u662f\u82f1\u570b\u80fd\u6e90\u516c\u53f8\u88ab\u9a19\u532f\u4e86\u5c07\u8fd1 20 \u842c\u82f1\u938a (\u7d04\u5408 26 \u842c\u7f8e\u5143) \u5230\u4e00\u500b\u5308\u7259\u5229\u9280\u884c\u5e33\u6236\uff0c\u6b79\u5f92\u5229\u7528\u4e00\u6bb5<a href=\"https:\/\/www.forbes.com\/sites\/jessedamiani\/2019\/09\/03\/a-voice-deepfake-was-used-to-scam-a-ceo-out-of-243000\/#5b10b1802241\" target=\"_blank\" rel=\"noreferrer noopener\">Deepfake \u97f3\u8a0a<\/a>\u5047\u5192\u6210\u8a72\u516c\u53f8\u7684\u57f7\u884c\u9577\u4f86\u6838\u51c6\u9019\u7b46\u532f\u6b3e\u3002<\/p>\n\n\n\n<p>\u7531\u65bc Deepfake \u9019\u6a23\u7684 AI \u6280\u8853\u96a8\u6642\u53ef\u80fd\u88ab\u6b79\u5f92\u5229\u7528\uff0c\u56e0\u6b64\u4e00\u822c\u4eba\u6709\u5fc5\u8981\u77e5\u9053\u50cf\u9019\u6a23\u7684\u5167\u5bb9\u53ef\u4ee5\u771f\u5be6\u5230\u4f55\u7a2e\u7a0b\u5ea6\uff0c\u4ee5\u53ca\u6b79\u5f92\u7684\u904b\u7528\u65b9\u5f0f\u3002\u6709\u8da3\u7684\u662f\uff0cDeepfake \u4e5f\u53ef\u7528\u4f86\u6559\u5c0e\u4eba\u5011\u8a8d\u8b58\u5176\u4e0d\u8096\u7528\u9014\uff1a2018 \u5e74\uff0c\u7db2\u8def\u5a92\u9ad4 Buzzfeed \u8207\u6f14\u54e1\u517c\u5c0e\u6f14 Jordan Peele \u5408\u4f5c\u88fd\u4f5c\u4e86\u4e00\u6bb5<a rel=\"noreferrer noopener\" href=\"https:\/\/youtu.be\/cQ54GDm1eL0\" target=\"_blank\">\u7f8e\u570b\u524d\u7e3d\u7d71\u6b50\u5df4\u99ac\u7684 Deepfake \u5f71\u7247<\/a>\uff0c\u4f86\u63d0\u9192\u4eba\u5011\u6ce8\u610f Deepfake \u7684\u6f5b\u5728\u554f\u984c\uff0c\u8981\u4eba\u5011\u5c0f\u5fc3\u4e0d\u8981\u8f15\u6613\u76f8\u4fe1\u7db2\u969b\u7db2\u8def\u4e0a\u7684\u5167\u5bb9\uff0c\u5305\u62ec\u770b\u4f3c\u771f\u5be6\u7684\u5f71\u7247\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-background\" style=\"background-color:#f6f9fa\">\u5ef6\u4f38\u95b1\u8b80:<br><a href=\"https:\/\/blog.trendmicro.com.tw\/?p=63452\">\u4ec0\u9ebc\u662fDeepfake\uff08\u6df1\u507d\u6280\u8853\uff09? A \u7247\u5973\u4e3b\u89d2\u4e5f\u53ef\u4ee5\u9020\u5047!<\/a><br><a href=\"https:\/\/blog.trendmicro.com.tw\/?p=63517\">\u5f9e\u79fb\u82b1\u63a5\u6728\u7684 Deepfake \u5f71\u97f3,\u770b\u6a5f\u5668\u5b78\u7fd2\u8207\u7db2\u8def\u653b\u64ca<\/a><\/p>\n\n\n\n<h3 class=\"has-black-color has-text-color wp-block-heading\"><br>\u904b\u7528 AI \u731c\u6e2c\u5bc6\u78bc<\/h3>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><br>\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u6b63\u5229\u7528 ML \u4f86\u63d0\u5347\u5176\u731c\u6e2c\u4f7f\u7528\u8005\u5bc6\u78bc\u7684\u6e96\u78ba\u5ea6\u3002\u76ee\u524d\u5df2\u7d93\u6709\u4e00\u4e9b\u8f03\u70ba\u50b3\u7d71\u7684\u65b9\u6cd5\uff0c\u5982\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/hashcat.net\/hashcat\/\" target=\"_blank\">HashCat<\/a> \u53ca <a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/magnumripper\/JohnTheRipper\" target=\"_blank\">John the Ripper<\/a> \u53ef\u6839\u64da\u5bc6\u78bc\u96dc\u6e4a\u503c\u7684\u6bd4\u5c0d\u4f86\u6210\u529f\u731c\u51fa\u67d0\u500b\u96dc\u6e4a\u503c\u6240\u5c0d\u61c9\u7684\u5bc6\u78bc\u3002\u7136\u800c\uff0c\u5728\u795e\u7d93\u7db2\u8def\u8207\u751f\u6210\u5c0d\u6297\u7db2\u8def (Generative Adversarial Network\uff0c\u7c21\u7a31 GAN) \u7684\u5354\u52a9\u4e0b\uff0c\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u5c07\u53ef\u5206\u6790\u5927\u91cf\u7684\u5bc6\u78bc\u8cc7\u6599\u4e26\u7522\u751f\u7b26\u5408\u7d71\u8a08\u5206\u5e03\u7684\u5bc6\u78bc\u8b8a\u5316\u3002\u672a\u4f86\uff0c\u9019\u5c07\u4f7f\u5f97\u5bc6\u78bc\u7684\u731c\u6e2c\u66f4\u52a0\u7cbe\u6e96\uff0c\u9032\u800c\u63d0\u9ad8\u6b79\u5f92\u7684\u7372\u5229\u6a5f\u6703\u3002<\/p>\n\n\n\n<p>\u6839\u64da\u4e00\u7bc7 2020 \u5e74 2 \u6708\u767c\u5e03\u5728\u5730\u4e0b\u8ad6\u58c7\u4e0a\u7684\u8cbc\u6587\uff0c\u6211\u5011\u767c\u73fe\u6709\u500b GitHub \u5132\u5b58\u5eab\u63d0\u4f9b\u4e86\u4e00\u500b\u5bc6\u78bc\u5206\u6790\u5de5\u5177\u80fd\u5920\u85c9\u7531\u5206\u6790 14 \u5104\u7b46\u767b\u5165\u6191\u8b49\u4f86\u7522\u751f\u5bc6\u78bc\u8b8a\u5316\u898f\u5247\u3002<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p><\/p>\n<\/div><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/documents.trendmicro.com\/images\/TEx\/articles\/exploiting-ai-GitHub-repository-of-a-password-analysis-tool.jpg\" alt=\"\"\/><figcaption>\u67d0\u500b Spotify \u6a5f\u5668\u4eba\u7684\u50f9\u683c\u8cc7\u8a0a\u3002<br><\/figcaption><\/figure>\n\n\n\n<h3 class=\"has-black-color has-text-color wp-block-heading\"><br>\u5728\u793e\u7fa4\u7db2\u8def\u5e73\u53f0\u4e0a\u5047\u5192\u6210\u4eba\u985e<\/h3>\n\n\n\n<p><br>\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u4e5f\u6703\u5229\u7528 AI \u4f86\u6a21\u4eff\u4eba\u985e\u884c\u70ba\uff0c\u4f8b\u5982\uff0cAI \u80fd\u6a21\u4eff\u4eba\u985e\u4f7f\u7528\u61c9\u7528\u7a0b\u5f0f\u7684\u884c\u70ba\u4f86\u9a19\u904e\u793e\u7fa4\u5a92\u9ad4\u5e73\u53f0 (\u5982 Spotify) \u7684\u6a5f\u5668\u4eba\u5075\u6e2c\u7cfb\u7d71\u3002\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u6703\u5229\u7528\u9019\u985e AI \u6280\u8853\u4f86\u88fd\u9020\u5047\u6d41\u91cf\u4ee5\u6367\u7d05\u7279\u5b9a\u85dd\u4eba\uff0c\u9032\u800c\u5f9e\u4e2d\u725f\u5229\u3002<\/p>\n\n\n\n<p>\u67d0\u500b\u540d\u70ba\u300cnulled.to\u300d\u7684\u8ad6\u58c7\u4e0a\u520a\u767b\u4e86\u4e00\u500b\u63a1\u7528 AI \u6280\u8853\u7684 Spotify \u6a5f\u5668\u4eba\uff0c\u5ba3\u7a31\u53ef\u540c\u6642\u6a21\u4eff\u591a\u540d Spotify \u4f7f\u7528\u8005\uff0c\u5b83\u904b\u7528\u4e86\u591a\u500b\u4ee3\u7406\u5668\u4f86\u8eb2\u907f\u5075\u6e2c\u3002\u50cf\u9019\u6a23\u7684\u6a5f\u5668\u4eba\u53ef\u7528\u4f86\u589e\u52a0\u7279\u5b9a\u6b4c\u66f2\u7684\u9ede\u64ad\u6b21\u6578\uff0c\u9032\u800c\u8cfa\u53d6\u6536\u5165\u3002\u6b64\u5916\uff0c\u5b83\u9084\u6709\u53e6\u4e00\u62db\u8eb2\u907f\u5075\u6e2c\u7684\u6280\u5de7\u5c31\u662f\u5728\u5efa\u7acb\u64ad\u653e\u6e05\u55ae\u6642\u6703\u6a21\u4eff\u4eba\u985e\u7684\u97f3\u6a02\u54c1\u5473\uff0c\u800c\u4e0d\u662f\u96a8\u6a5f\u5c07\u6b4c\u66f2\u52a0\u5165\u6e05\u55ae\uff0c\u56e0\u70ba\u9019\u6a23\u770b\u8d77\u4f86\u624d\u4e0d\u6703\u50cf\u662f\u6a5f\u5668\u4eba\u6240\u7522\u751f\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/documents.trendmicro.com\/images\/TEx\/articles\/exploiting-ai-pricing-information-for-a-spotify-bot.jpg\" alt=\"\"\/><figcaption>\u67d0\u500b Spotify \u6a5f\u5668\u4eba\u7684\u50f9\u683c\u8cc7\u8a0a\u3002<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u4e00\u7bc7\u300cblackhatworld.com\u300d\u8ad6\u58c7\u4e0a\u7684\u8cbc\u6587\u63a2\u8a0e\u4e86\u662f\u5426\u6709\u53ef\u80fd\u5efa\u7acb\u4e00\u7a2e Instagram \u6a5f\u5668\u4eba\u4f86\u7522\u751f\u5047\u7684\u5e33\u865f\u3001\u6309\u8b9a\u6b21\u6578\u53ca\u4e92\u76f8\u8ffd\u8e64\u3002\u9019\u985e\u6a5f\u5668\u4eba\u6240\u904b\u7528\u7684 AI \u6280\u8853\u4e5f\u53ef\u7528\u4f86\u6a21\u4eff\u4eba\u985e\u7684\u6ed1\u9f20\u64cd\u4f5c\uff0c\u4f8b\u5982\u9078\u53d6\u548c\u62d6\u653e\u52d5\u4f5c\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/documents.trendmicro.com\/images\/TEx\/articles\/exploiting-ai-an-underground-forum-discussion-on-instagram-bots.jpg\" alt=\"\"\/><figcaption>\u8a0e\u8ad6 Instagram \u6a5f\u5668\u4eba\u7684\u67d0\u5730\u4e0b\u8ad6\u58c7\u8cbc\u6587\u3002<\/figcaption><\/figure>\n\n\n\n<h3 class=\"has-black-color has-text-color wp-block-heading\"><br>\u5c07 AI \u6280\u8853\u904b\u7528\u5230\u99ed\u5ba2\u653b\u64ca<\/h3>\n\n\n\n<p><br>\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u6b63\u8a66\u5716\u5229\u7528 AI \u4f86\u653b\u64ca\u4e3b\u6a5f\u6f0f\u6d1e\uff0c\u4f8b\u5982\uff0c\u6211\u5011\u5728 Torum \u8ad6\u58c7\u4e0a\u770b\u5230\u6709\u4f7f\u7528\u8005\u60f3\u77e5\u9053\u5982\u4f55\u904b\u7528 DeepExploit \u9019\u9805\u5177\u5099\u6a5f\u5668\u5b78\u7fd2\u80fd\u529b\u7684\u6ef2\u900f\u6e2c\u8a66\u5de5\u5177\u3002\u4e0d\u50c5\u5982\u6b64\uff0c\u8a72\u540d\u4f7f\u7528\u8005\u9084\u60f3\u77e5\u9053\u5982\u4f55\u8b93 DeepExploit \u80fd\u5920\u8207 Metasploit \u6ef2\u900f\u6e2c\u8a66\u5e73\u53f0\u7d50\u5408\uff0c\u4ee5\u4fbf\u7528\u4f86\u8490\u96c6\u8cc7\u8a0a\uff0c\u4ee5\u53ca\u5efa\u7acb\u4e26\u6e2c\u8a66\u6f0f\u6d1e\u653b\u64ca\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/documents.trendmicro.com\/images\/TEx\/articles\/exploiting-ai-user-on-a-darknet-forum-inquiring-about-the-use-of-DeepExploit.jpg\" alt=\"\"\/><figcaption><a rel=\"noreferrer noopener\" href=\"https:\/\/documents.trendmicro.com\/images\/TEx\/articles\/exploiting-ai-user-on-a-darknet-forum-inquiring-about-the-use-of-DeepExploit.jpg\" target=\"_blank\">\u67d0\u500b<\/a>\u9ed1\u6697\u7db2\u8def\u8ad6\u58c7\u4e0a\u7684\u4f7f\u7528\u8005\u6b63\u5728\u8a62\u554f DeepExploit \u8a72\u5982\u4f55\u4f7f\u7528\u3002<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u6211\u5011\u5728\u300crstforums.com\u300d\u4e0a\u770b\u5230\u4e00\u5247\u95dc\u65bc\u300cPWnagotchi 1.0.0\u300d\u7684\u8a0e\u8ad6\u4e32\uff0c\u9019\u539f\u672c\u662f\u4e00\u500b\u7528\u4f86\u904b\u7528\u89e3\u9664\u8a8d\u8b49 (de-authentication) \u624b\u6cd5\u99ed\u5165 Wi-Fi \u7db2\u8def\u7684\u5de5\u5177\u3002PWnagotchi 1.0.0 \u5229\u7528\u4e86\u795e\u7d93\u7db2\u8def\u6a21\u578b\u4ee5\u53ca\u904a\u6232\u5316 (gamification) \u6a5f\u5236\uff0c\u4f86\u63d0\u9ad8\u7834\u89e3\u7684\u6210\u529f\u7387\u3002\u7576\u7cfb\u7d71\u6210\u529f\u89e3\u9664\u67d0\u500b Wi-Fi \u8a8d\u8b49\u6642\uff0c\u5c31\u6703\u7372\u5f97\u734e\u52f5\uff0c\u9032\u800c\u81ea\u52d5\u6539\u5584\u5176\u81ea\u8eab\u7684\u904b\u4f5c\u3002<\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/documents.trendmicro.com\/images\/TEx\/articles\/exploiting-ai-desc-post-for-pwnagotchi1.jpg\" target=\"_blank\"><\/a><br><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/documents.trendmicro.com\/images\/TEx\/articles\/exploiting-ai-desc-post-for-pwnagotchi1.jpg\" alt=\"\"\/><figcaption>\u4e00\u7bc7\u95dc\u65bc PWnagotchi 1.0.0 \u7684\u8cbc\u6587\u3002<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u6211\u5011\u4e5f\u5728\u300ccracked.to\u300d\u8ad6\u58c7\u4e0a\u770b\u5230\u4e00\u5247\u8cbc\u6587\u5217\u51fa\u4e86\u4e00\u5927\u4e32\u958b\u653e\u539f\u59cb\u78bc\u99ed\u5ba2\u5de5\u5177\u3002\u9019\u4e9b\u5de5\u5177\u7576\u4e2d\u5305\u542b\u4e86\u4e00\u500b\u63a1\u7528 AI \u6280\u8853\u7684\u8edf\u9ad4\uff0c\u53ef\u5206\u6790\u7d93\u7531\u8cc7\u6599\u5916\u6d29\u53d6\u5f97\u7684\u5927\u91cf\u5bc6\u78bc\u8cc7\u6599\u3002\u6b64\u8edf\u9ad4\u6703\u5229\u7528 GAN \u4f86\u5b78\u7fd2\u4eba\u985e\u4fee\u6539\u5bc6\u78bc\u7684\u65b9\u5f0f\uff0c\u4f8b\u5982\uff1a\u5c07\u300chello123\u300d\u6539\u6210\u300ch@llo123\u300d\uff0c\u63a5\u8457\u518d\u6539\u6210\u300ch@llo!23\u300d\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">AI \u8207 ML \u672a\u4f86\u5982\u4f55\u906d\u5230\u4e0d\u8096\u5229\u7528\u53ca\u6feb\u7528?<\/h2>\n\n\n\n<p><br>\u6211\u5011\u9810\u6599\uff0c\u672a\u4f86\u72af\u7f6a\u96c6\u5718\u6703\u5c07 AI \u904b\u7528\u5230\u5404\u7a2e\u7528\u9014\uff0c\u4f8b\u5982\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u5f88\u53ef\u80fd\u5229\u7528 AI \u4f86\u63d0\u5347\u5176\u653b\u64ca\u7684\u7bc4\u570d\u548c\u898f\u6a21\uff0c\u4e26\u4e14\u7528\u4f86\u8eb2\u907f\u5075\u6e2c\u3002\u6b64\u5916\uff0cAI \u4e0d\u4f46\u662f\u4ed6\u5011\u7684\u653b\u64ca\u5de5\u5177\uff0c\u4e5f\u662f\u653b\u64ca\u76ee\u6a19\u3002<\/p>\n\n\n\n<p>\u6211\u5011\u9810\u6599\u72af\u7f6a\u96c6\u5718\u6703\u5c07 AI \u7528\u65bc\u5404\u7a2e\u5c08\u9580\u8a50\u9a19\u4f01\u696d\u6a5f\u69cb\u7684<a href=\"http:\/\/blog.trendmicro.com.tw\/?p=101\">\u793e\u4ea4\u5de5\u7a0b\uff08social engineering \uff09<\/a>\u624b\u6cd5\u3002\u7db2\u8def\u72af\u7f6a\u96c6\u5718\u6703\u5229\u7528 AI \u4f86\u7522\u751f\u5167\u5bb9\uff0c\u9032\u800c\u5c07\u653b\u64ca\u7684\u524d\u7f6e\u4f5c\u696d\u81ea\u52d5\u5316\u3002\u6b64\u5916\u9084\u53ef\u6539\u5584\u4f01\u696d\u60c5\u5831\u7684\u8490\u96c6\u3001\u52a0\u5feb\u5075\u6e2c\u6f5b\u5728\u53d7\u5bb3\u8005\u8207\u4f01\u696d\u6d41\u7a0b\u906d\u5230\u99ed\u5165\u7684\u901f\u5ea6\u3002\u5982\u6b64\u5c31\u80fd\u66f4\u5feb\u3001\u66f4\u6e96\u78ba\u5730\u5229\u7528\u5404\u7a2e\u653b\u64ca\u624b\u6cd5\uff0c\u5982<a href=\"https:\/\/blog.trendmicro.com.tw\/?p=136\">\u7db2\u8def\u91e3\u9b5a(Phishing)<\/a>\u8207<a href=\"http:\/\/blog.trendmicro.com.tw\/?p=16295\">\u8b8a\u81c9\u8a50\u9a19\u653b\u64ca (Business Email Compromise, BEC)<\/a>\u4f86\u8a50\u9a19\u4f01\u696d\u3002<\/p>\n\n\n\n<p>\u4e0d\u50c5\u5982\u6b64\uff0cAI \u4e5f\u53ef\u80fd\u88ab\u7528\u4f86\u64cd\u5f04\u865b\u64ec\u52a0\u5bc6\u8ca8\u5e63\u7684\u4ea4\u6613\uff0c\u4f8b\u5982\uff0c\u6211\u5011\u5728\u300cblackhatworld.com\u300d\u8ad6\u58c7\u4e0a\u770b\u5230\u4e00\u5247\u8cbc\u6587\u5728\u8a0e\u8ad6\u5982\u4f55\u5229\u7528 AI \u6a5f\u5668\u4eba\u5f9e\u6b77\u53f2\u8cc7\u6599\u7576\u4e2d\u5b78\u7fd2\u6210\u529f\u7684\u4ea4\u6613\u7b56\u7565\uff0c\u9032\u800c\u63d0\u5347\u9810\u6e2c\u8207\u7372\u5229\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u9664\u6b64\u4e4b\u5916\uff0cAI \u672a\u4f86\u9084\u53ef\u80fd\u88ab\u7528\u65bc\u9020\u6210\u4eba\u8eab\u50b7\u5bb3\uff0c\u4e8b\u5be6\u4e0a\uff0c\u76ee\u524d\u5df2\u6709\u4eba\u5728\u958b\u767c\u4e00\u7a2e\u5177\u5099 AI \u81c9\u90e8\u8fa8\u8b58\u529f\u80fd\u4e26\u4e14\u651c\u5e36\u4e00\u516c\u514b\u70b8\u85e5\u7684\u8d85\u5c0f\u578b\u7121\u4eba\u6a5f\u3002\u9019\u4e9b\u7121\u4eba\u6a5f\u662f\u4eff\u7167\u5c0f\u9ce5\u6216\u6606\u87f2\u7684\u5927\u5c0f\u4f86\u8a2d\u8a08\uff0c\u56e0\u6b64\u4e0d\u5bb9\u6613\u8b93\u4eba\u8d77\u7591\uff0c\u800c\u4e14\u9084\u53ef\u4ee5\u5f88\u6e96\u78ba\u5730\u53ea\u8f5f\u70b8\u67d0\u500b\u4eba\uff0c\u540c\u6642\u9084\u53ef\u5229\u7528\u624b\u6a5f\u7d93\u7531\u7db2\u969b\u7db2\u8def\u64cd\u63a7\u3002<\/p>\n\n\n\n<p>\u5176\u5be6\uff0cAI \u548c ML \u6280\u8853\u5728\u8a31\u591a\u9818\u57df\u90fd\u80fd\u5e36\u4f86\u4e0d\u5c11\u6b63\u9762\u7684\u7528\u9014\uff0c\u5305\u62ec\uff1a\u5f71\u50cf\u8fa8\u8b58\u3001\u8a9e\u97f3\u8fa8\u8b58\u3001\u8a9e\u8a00\u7ffb\u8b6f\u3001\u6a21\u5f0f\u5075\u6e2c\u4ee5\u53ca\u6c7a\u7b56\u652f\u63f4\u7b49\u7b49\uff0c\u800c\u4e14\u904d\u53ca\u5404\u7a2e\u4e0d\u540c\u9818\u57df\u548c\u7522\u696d\uff0c\u53ea\u4e0d\u904e\u9019\u4e9b\u6280\u8853\u4e5f\u6b63\u906d\u4eba\u7528\u65bc\u4e0d\u6cd5\u7528\u9014\u3002\u9019\u5c31\u662f\u70ba\u4f55\u6211\u5011\u8feb\u5207\u9700\u8981\u4e86\u89e3\u9019\u4e9b\u6280\u8853\u80fd\u505a\u5230\u4e9b\u4ec0\u9ebc\u3001\u53ef\u80fd\u88ab\u6b79\u5f92\u7528\u65bc\u54ea\u4e9b\u60c5\u5883\uff0c\u4ee5\u53ca\u6b79\u5f92\u7684\u653b\u64ca\u9014\u5f91\u3002\u4e86\u89e3\u5f97\u8d8a\u900f\u5fb9\uff0c\u6211\u5011\u5c31\u8d8a\u80fd\u505a\u597d\u842c\u5168\u6e96\u5099\uff0c\u9032\u800c\u9632\u7bc4\u9032\u968e\u653b\u64ca\u8207\u4e0d\u7576\u6feb\u7528\uff0c\u4fdd\u969c\u7cfb\u7d71\u3001\u88dd\u7f6e\u53ca\u793e\u6703\u5927\u773e\u7684\u5b89\u5168\u3002<\/p>\n\n\n\n<p>\u6709\u95dc Deepfake \u6280\u8853\u7684\u66f4\u591a\u8cc7\u8a0a\uff0c\u4ee5\u53ca AI \u8207 ML \u5982\u4f55\u906d\u5230\u4e0d\u8096\u5229\u7528\u53ca\u6feb\u7528\uff0c\u9084\u6709\u6211\u5011\u5c0d\u9019\u4e9b\u6280\u8853\u7684\u4e00\u4e9b\u76f8\u95dc\u672a\u4f86\u9810\u6e2c\uff0c\u8acb\u53c3\u95b1\u6211\u5011\u7684\u7814\u7a76\u5831\u544a\u3002<br>\u4e0b\u8f09<a href=\"https:\/\/documents.trendmicro.com\/assets\/white_papers\/wp-malicious-uses-and-abuses-of-artificial-intelligence.pdf\">\u300c\u4eba\u5de5\u667a\u6167\u7684\u4e0d\u8096\u5229\u7528\u53ca\u6feb\u7528\u300d(Malicious Uses and Abuses of Artificial Intelligence)<\/a><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u539f\u6587\u51fa\u8655\uff1a<a href=\"https:\/\/www.trendmicro.com\/vinfo\/us\/security\/news\/cybercrime-and-digital-threats\/exploiting-ai-how-cybercriminals-misuse-abuse-ai-and-ml\">Exploiting AI<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u63a2\u8a0e\u4eca\u65e5\u4eba\u5de5\u667a\u6167 (AI) \u53ca\u6a5f\u5668\u5b78\u7fd2(Machine learning,ML) \u5982\u4f55\u906d\u5230\u4e0d\u8096\u5229\u7528\u53ca\u6feb\u7528\uff0c [&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":[3181,3024,2744,4384],"tags":[2959,2962,4270,2960,2961,83],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/66476"}],"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=66476"}],"version-history":[{"count":7,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/66476\/revisions"}],"predecessor-version":[{"id":66484,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/66476\/revisions\/66484"}],"wp:attachment":[{"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=66476"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=66476"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.trendmicro.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=66476"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}