{"id":29125,"date":"2025-04-20T05:55:59","date_gmt":"2025-04-19T21:55:59","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/29125.html"},"modified":"2025-04-20T05:55:59","modified_gmt":"2025-04-19T21:55:59","slug":"%e5%9f%ba%e4%ba%8e%e6%97%a0%e7%9b%91%e7%9d%a3%e5%ad%a6%e4%b9%a0%e7%9a%84deepseek%e6%a8%a1%e5%9e%8b%e6%a3%80%e6%b5%8b%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%bc%82%e5%b8%b8%e7%ab%af%e5%8f%a3%e7%9a%84%e6%93%8d","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/29125.html","title":{"rendered":"\u57fa\u4e8e\u65e0\u76d1\u7763\u5b66\u4e60\u7684DeepSeek\u6a21\u578b\u68c0\u6d4b\u670d\u52a1\u5668\u5f02\u5e38\u7aef\u53e3\u7684\u64cd\u4f5c\u6b65\u9aa4"},"content":{"rendered":"<h5>\u4e00\u3001\u9700\u6c42\u80cc\u666f\u4e0e\u6838\u5fc3\u76ee\u6807<\/h5>\n<p>\u670d\u52a1\u5668\u901a\u8fc7\u5f02\u5e38\u7aef\u53e3\u63d0\u4f9b\u670d\u52a1\u53ef\u80fd\u5b58\u5728\u5b89\u5168\u98ce\u9669&#xff08;\u5982\u6316\u77ff\u3001\u7aef\u53e3\u626b\u63cf\u7b49\u6076\u610f\u884c\u4e3a&#xff09;&#xff0c;\u4f20\u7edf\u57fa\u4e8e\u89c4\u5219\u6216\u7b7e\u540d\u7684\u68c0\u6d4b\u65b9\u6cd5\u96be\u4ee5\u5e94\u5bf9\u672a\u77e5\u5a01\u80c1\u3002\u7528\u6237\u9700\u901a\u8fc7\u65e0\u76d1\u7763\u5b66\u4e60&#xff08;\u5c24\u5176\u662fDeepSeek\u6a21\u578b&#xff09;\u5b9e\u73b0\u4ee5\u4e0b\u76ee\u6807&#xff1a;<\/p>\n<li>\u52a8\u6001\u57fa\u7ebf\u5efa\u7acb&#xff1a;\u901a\u8fc7\u6d41\u91cf\u6a21\u5f0f\u5b66\u4e60&#xff0c;\u6784\u5efa\u6b63\u5e38\u7aef\u53e3\u884c\u4e3a\u7684\u52a8\u6001\u57fa\u7ebf\u3002<\/li>\n<li>\u672a\u77e5\u5f02\u5e38\u68c0\u6d4b&#xff1a;\u8bc6\u522b\u672a\u89c1\u8fc7\u7684\u65b0\u578b\u653b\u51fb&#xff08;\u59820 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class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"867\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250419215558-68041bee01198.jpg\" width=\"1158\" \/><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u8bc4\u4f30\u6307\u6807&#xff1a;\n<ul>\n<li>F1 Score&#xff1a;\u5e73\u8861\u7cbe\u786e\u7387&#xff08;Precision&#xff09;\u4e0e\u53ec\u56de\u7387&#xff08;Recall&#xff09;&#xff0c;\u9002\u7528\u4e8e\u7c7b\u522b\u4e0d\u5e73\u8861\u573a\u666f\u3002<\/li>\n<li>ROC\u66f2\u7ebf\u4e0eAUC\u503c&#xff1a;\u8bc4\u4f30\u6a21\u578b\u5728\u4e0d\u540c\u9608\u503c\u4e0b\u7684\u5206\u7c7b\u6027\u80fd&#xff0c;AUC&gt;0.9\u8868\u793a\u9ad8\u533a\u5206\u80fd\u529b\u3002<\/li>\n<li>\u8bef\u62a5\u7387&#xff08;FPR&#xff09;\u00a0&#xff1a;\u901a\u8fc7\u767d\u540d\u5355\u8fc7\u6ee4\u540e&#xff0c;FPR\u9700\u63a7\u5236\u57281%\u4ee5\u4e0b\u3002<\/li>\n<\/ul>\n<\/li>\n<h6>\u6b65\u9aa44&#xff1a;\u6a21\u578b\u90e8\u7f72\u4e0e\u96c6\u6210<\/h6>\n<li>\u90e8\u7f72\u73af\u5883&#xff1a;\n<ul>\n<li>\u5bb9\u5668\u5316\u90e8\u7f72&#xff1a;\u4f7f\u7528Docker\u5c01\u88c5\u6a21\u578b\u53ca\u4f9d\u8d56\u5e93&#xff0c;\u652f\u6301\u5feb\u901f\u8fc1\u79fb\u81f3\u4e91\u670d\u52a1\u5668\u6216\u8fb9\u7f18\u8bbe\u5907\u3002<\/li>\n<li>API\u670d\u52a1\u5316&#xff1a;\u901a\u8fc7Flask\u6216FastAPI\u63d0\u4f9bRESTful\u63a5\u53e3&#xff0c;\u63a5\u6536\u5b9e\u65f6\u6d41\u91cf\u6570\u636e\u5e76\u8fd4\u56de\u68c0\u6d4b\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u6027\u80fd\u4f18\u5316&#xff1a;\n<ul>\n<li>\u63a8\u7406\u52a0\u901f&#xff1a;\u91c7\u7528TensorRT\u6216OpenVINO\u4f18\u5316\u6a21\u578b\u63a8\u7406\u901f\u5ea6&#xff0c;\u6ee1\u8db3\u5b9e\u65f6\u6027\u8981\u6c42\u3002<\/li>\n<li>\u8d44\u6e90\u76d1\u63a7&#xff1a;\u96c6\u6210Prometheus\u76d1\u63a7CPU\/GPU\u5229\u7528\u7387&#xff0c;\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u8d44\u6e90\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5b89\u5168\u7b56\u7565&#xff1a;\n<ul>\n<li>\u8bbf\u95ee\u63a7\u5236&#xff1a;\u4ec5\u5141\u8bb8\u6388\u6743IP\u8bbf\u95ee\u68c0\u6d4bAPI&#xff0c;\u9632\u6b62\u6a21\u578b\u88ab\u6076\u610f\u8c03\u7528\u3002<\/li>\n<li>\u6a21\u578b\u52a0\u5bc6&#xff1a;\u4f7f\u7528AES-256\u52a0\u5bc6\u6a21\u578b\u6587\u4ef6&#xff0c;\u9632\u6b62\u9006\u5411\u5de5\u7a0b\u3002<\/li>\n<\/ul>\n<\/li>\n<h6>\u6b65\u9aa45&#xff1a;\u6301\u7eed\u7ef4\u62a4\u4e0e\u8fed\u4ee3<\/h6>\n<li>\u53cd\u9988\u95ed\u73af&#xff1a;\n<ul>\n<li>\u4eba\u5de5\u5ba1\u6838&#xff1a;\u5c06\u6a21\u578b\u6807\u8bb0\u7684\u5f02\u5e38\u63d0\u4ea4\u7ed9\u5b89\u5168\u56e2\u961f\u9a8c\u8bc1&#xff0c;\u4fee\u6b63\u8bef\u62a5\/\u6f0f\u62a5\u6837\u672c\u3002<\/li>\n<li>\u6a21\u578b\u518d\u8bad\u7ec3&#xff1a;\u6bcf\u6708\u57fa\u4e8e\u65b0\u6570\u636e\u5fae\u8c03\u6a21\u578b&#xff0c;\u4fdd\u6301\u68c0\u6d4b\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u65e5\u5fd7\u5206\u6790&#xff1a;\n<ul>\n<li>\u653b\u51fb\u6a21\u5f0f\u805a\u7c7b&#xff1a;\u4f7f\u7528k-means\u5bf9\u5386\u53f2\u5f02\u5e38\u4e8b\u4ef6\u805a\u7c7b&#xff0c;\u8bc6\u522b\u65b0\u578b\u653b\u51fb\u5bb6\u65cf\u3002<\/li>\n<li>\u5a01\u80c1\u60c5\u62a5\u6574\u5408&#xff1a;\u5c06\u68c0\u6d4b\u7ed3\u679c\u4e0eMITRE ATT&amp;CK\u6846\u67b6\u6620\u5c04&#xff0c;\u751f\u6210\u653b\u51fb\u94fe\u5206\u6790\u62a5\u544a\u3002<\/li>\n<\/ul>\n<\/li>\n<hr 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