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\"\u56fe\u7247\"<\/figure>\n\n\n\n

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\u63a7\u5236\u7cfb\u7edf\u901a\u5e38\u914d\u7f6e\u6709\u901a\u4fe1\u7ad9\uff08\u63a5\u53e3\u7ad9\uff09\u6216\u7f51\u5173\u5361\uff08\u901a\u4fe1\u5361\uff09\uff0c\u901a\u8fc7RS232\/RS485\u3001\u4ee5\u592a\u7f51\u7b49\u65b9\u5f0f\uff0c\u91c7\u7528 Modbus\u534f\u8bae\u4e0e\u667a\u80fd\u4f18\u5316\u63a7\u5236\u7cfb\u7edf\u3001\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff08IDAS\uff09\u7b49\u7b2c\u4e09\u65b9\u7cfb\u7edf\u4e4b\u95f4\u8fdb\u884c\u6570\u636e\u4ea4\u6362\u3002\u63a7\u5236\u7cfb\u7edf\u8bbe\u7f6e\u4e13\u7528\u7684\u901a\u4fe1\u7ad9\uff08\u63a5\u53e3\u7ad9\uff09\u4e0e SIS \u91c7\u7528OPC \u534f\u8bae\u8fdb\u884c\u901a\u4fe1\uff0c\u70df\u6c14\u6d4b\u91cf\u7cfb\u7edf\u4fe1\u53f7\u4e0e\u63a7\u5236\u7cfb\u7edf\u8fde\u63a5\u7684\u540c\u65f6\u901a\u8fc7\u4e92\u8054\u7f51\u9001\u81f3\u73af\u4fdd\u5c40\u3002 <\/p>\n\n\n\n

\u4e94\u3001\u7f51\u7edc\u5b89\u5168\u4e3b\u8981\u98ce\u9669<\/strong><\/p>\n\n\n\n

\u706b\u7535\u5382\u5de5\u63a7\u7cfb\u7edf\u65e0\u8bba\u5728\u7cfb\u7edf\u7ed3\u6784\uff08\u5305\u62ec\u5185\u90e8\u7ed3\u6784\u53ca\u4e0e\u5916\u90e8\u7cfb\u7edf\u7684\u8fde\u63a5\u65b9\u5f0f\uff09\u8fd8\u662f\u7ef4\u62a4\u7ba1\u7406\u65b9\u9762\uff0c\u90fd\u5b58\u5728\u4e00\u5b9a\u7684\u5b89\u5168\u98ce\u9669\u3002<\/p>\n\n\n\n

5.1 <\/strong>\u7cfb\u7edf\u7ed3\u6784\u65b9\u9762 <\/strong><\/p>\n\n\n\n

1<\/strong>\uff09\u64cd\u4f5c\u7cfb\u7edf\u548c\u63a5\u53e3\u8f6f\u4ef6 <\/strong><\/p>\n\n\n\n

\u706b\u7535\u5382\u5de5\u63a7\u7cfb\u7edf\u7684\u5de5\u7a0b\u5e08\u7ad9\u3001\u64cd\u4f5c\u5458\u7ad9\u3001\u5386\u53f2\u7ad9\u7b49\u5747\u914d\u7f6eWindows \u64cd\u4f5c\u7cfb\u7edf\uff0c\u76f8\u5173\u63a5\u53e3\u8f6f\u4ef6\u4e5f\u662f\u57fa\u4e8e Windows \u5e73\u53f0\u5f00\u53d1\u3002\u5728\u673a\u7ec4\u6295\u4ea7\u8fd0\u884c\u540e\uff0c\u5f88\u5c11\u8fdb\u884c\u64cd\u4f5c\u7cfb\u7edf\u8865\u4e01\u66f4\u65b0\u548c\u6f0f\u6d1e\u4fee\u590d,\u4e3a\u9488\u5bf9 Windows \u64cd\u4f5c\u7cfb\u7edf\u6f0f\u6d1e\u7684\u75c5\u6bd2\u653b\u51fb\u57cb\u4e0b\u9690\u60a3\u3002 <\/p>\n\n\n\n

2<\/strong>\uff09\u82af\u7247\u56fa\u4ef6\u548c\u5d4c\u5165\u5f0f\u64cd\u4f5c\u7cfb\u7edf <\/strong><\/p>\n\n\n\n

\u5f53\u524d\u5728\u5f79\u7684\u56fd\u4ea7\u6216\u8fdb\u53e3\u63a7\u5236\u7cfb\u7edf\u4e2d\uff0c\u63a7\u5236\u5668\u548c\u901a\u4fe1\u8bbe\u5907\u7b49\u5173\u952e\u82af\u7247\u5747\u91c7\u7528\u8fdb\u53e3\u4ea7\u54c1\uff0c\u5e95\u5c42\u82af\u7247\u56fa\u4ef6\u548c\u914d\u7f6e\u7684\u5d4c\u5165\u5f0f\u64cd\u4f5c\u7cfb\u7edf\u662f\u5426\u5b58\u5728\u540e\u95e8\u548c\u6f0f\u6d1e\u5c1a\u4e0d\u6e05\u695a\u3002<\/p>\n\n\n\n

3<\/strong>\uff09\u5e94\u7528\u8f6f\u4ef6 PLC \u7cfb\u7edf\u4e0a\u4f4d\u673a\u4e2d\u5b89\u88c5\u7684\u5e94\u7528 <\/strong><\/p>\n\n\n\n

\u8f6f\u4ef6\u79cd\u7c7b\u7e41\u591a\uff0c\u5982Wincc\u3001IFix\u3001Intouch\u7b49\uff0c\u5f88\u96be\u5f62\u6210\u7edf\u4e00\u7684\u9632\u62a4\u89c4\u8303\u3002\u6b64\u5916\uff0c\u5f53\u5e94\u7528\u8f6f\u4ef6\u9762\u5411\u7f51\u7edc\u5e94\u7528\u65f6\u987b\u5f00\u653e\u76f8\u5e94\u7aef\u53e3\uff0c\u8fd9\u4e3a\u5229\u7528\u5e94\u7528\u8f6f\u4ef6\u7684\u5b89\u5168\u6f0f\u6d1e\u83b7\u53d6\u7cfb\u7edf\u7684\u63a7\u5236\u6743\u9650\u63d0\u4f9b\u4e86\u673a\u4f1a\u3002 <\/p>\n\n\n\n

4<\/strong>\uff09\u901a\u4fe1\u534f\u8bae <\/strong><\/p>\n\n\n\n

\u706b\u7535\u5382\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u7ed3\u6784\u590d\u6742\uff0c\u91c7\u7528\u7684\u901a\u4fe1\u534f\u8bae\u8f83\u591a\uff0c\u5b58\u5728\u591a\u79cd\u534f\u8bae\u5171\u5b58\u548c\u7ed3\u5408\u7684\u60c5\u51b5\u3002\u63a7\u5236\u5c42\u5927\u591a\u91c7\u7528\u5de5\u4e1a\u4ee5\u592a\u7f51\u7ec4\u7f51\uff0c\u7f51\u7edc\u5c42\u548c\u534f\u8bae\u5c42\u91c7\u7528TCP\/IP \u534f\u8bae\u7c07\uff0c\u4ee5\u592a\u7f51\u4e2d\u5b58\u5728\u7684\u534f\u8bae\u6f0f\u6d1e\u548c\u7f3a\u9677\u5728\u63a7\u5236\u5c42\u4f9d\u7136\u5b58\u5728\uff1b\u63a7\u5236\u5668\u4e0e I\/O \u6a21\u4ef6\u901a\u4fe1\u91c7\u7528Can\u3001Profibus\u3001Profinet\u3001Controlnet \u7b49\u5de5\u4e1a\u901a\u4fe1\u534f\u8bae\uff0c\u901a\u4fe1\u534f\u8bae\u516c\u5f00\u4e14\u6570\u636e\u4f20\u8f93\u901a\u5e38\u4e0d\u52a0\u5bc6 \u6216\u91c7\u7528\u7b80\u5355\u7684\u6613\u88ab\u7834\u89e3\u52a0\u5bc6\u7b97\u6cd5\uff0c\u5b58\u5728\u4fe1\u606f\u6cc4\u9732\u6216\u6570\u636e\u88ab\u4f2a\u9020\u7684\u98ce\u9669\uff1b\u5c31\u5730\u8bbe\u5907\u5c42\u5927\u591a\u91c7\u7528 Profibus\u3001FF \u7b49\u73b0\u573a\u603b\u7ebf\u534f\u8bae\uff0c\u65e2\u6709\u534f\u8bae\u672c\u8eab\u7f3a\u4e4f\u5b89\u5168\u8bbe\u8ba1\u5e26\u6765\u7684\u8106\u5f31\u6027\uff0c\u4e5f\u6709\u5b9e\u73b0\u8fc7\u7a0b\u4e2d\u5e26\u6765\u7684\u8106\u5f31\u6027\uff08\u5982\u534f\u8bae\u8f6f\u4ef6\u5b58\u5728\u7684\u7f16\u7801\u9519\u8bef\u3001\u7f13\u5b58\u533a\u6ea2\u51fa\u3001\u6570\u7ec4\u6ea2\u51fa\u53ca\u540e\u95e8\u7b49\u6f0f\u6d1e\uff09\uff1b\u4e0e\u7b2c\u4e09\u65b9\u8bbe\u5907\u5982\u4f18\u5316\u63a7\u5236\u7cfb\u7edf\u3001\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff08IDAS\uff09\u7b49\u91c7\u7528 Modbus \u534f\u8bae\u8fdb\u884c\u901a\u4fe1\uff0c \u4e0e\u8fdc\u7a0b I\/O \u91c7\u7528 Controlnet\u3001Modbus\u3001Profibus \u7b49\u534f\u8bae\u901a\u4fe1\uff0c\u5bb9\u6613\u88ab\u975e\u6cd5\u63a5\u5165\u8bbe\u5907\u8fdb\u884c\u4e2d\u95f4\u4eba\u653b\u51fb\uff0c\u5728\u4e0d\u8bbe\u9632\u72b6\u6001\u4e0b\u76f4\u8fbe\u63a7\u5236\u7cfb\u7edf\u5e95\u5c42\uff1b\u4e3b\u63a7\u548c\u8f85\u63a7\u7cfb\u7edf\u4e0e SIS \u91c7\u7528 OPC \u534f\u8bae\u901a\u4fe1\uff0c\u56e0\u4e3aOPC\u662f\u52a8\u6001\u534f\u5546\u7aef\u53e3\uff0c\u4e14\u57fa\u4e8e Windows \u5e73\u53f0\uff0c\u670d\u52a1\u5668\u5f88\u5bb9\u6613\u88ab\u63a2\u6d4b\u5230\uff0c\u6709\u4e9b\u7535\u5382\u91c7\u7528\u7684\u9632\u706b\u5899\u5e76\u4e0d\u652f\u6301OPC \u534f\u8bae\u7684\u52a8\u6001\u7aef\u53e3\u673a\u5236\uff0c\u5bfc\u81f4\u9632\u706b\u5899\u7684\u9694\u79bb\u529f\u80fd\u5f62\u540c\u865a\u8bbe\u3002 <\/p>\n\n\n\n

5<\/strong>\uff09\u73b0\u573a\u667a\u80fd\u8bbe\u5907 <\/strong><\/p>\n\n\n\n

\u7531\u4e8e\u5404\u79cd\u5386\u53f2\u539f\u56e0\uff0c\u73b0\u573a\u667a\u80fd\u8bbe\u5907\u5382\u5546\u5728\u901a\u4fe1\u534f\u8bae\u65b9\u9762\u6807\u51c6\u4e0d\u4e00\uff0c\u4f46\u5728\u63a5\u53e3\u914d\u7f6e\u65b9\u9762\u90fd\u9884\u7559\u4e86\u4ee5\u592a\u7f51\u63a5\u53e3\uff0c\u5bb9\u6613\u9020\u6210\u975e\u6cd5\u63a5\u5165\u7684\u98ce\u9669\u3002<\/p>\n\n\n\n

6<\/strong>\uff09\u63a7\u5236\u7cfb\u7edf\u8f6f\u786c\u4ef6\u8bbe\u7f6e <\/strong><\/p>\n\n\n\n

\u63a7\u5236\u7cfb\u7edf\u4e2d\u91c7\u7528\u7684\u901a\u7528\u8f6f\u3001\u786c\u4ef6\u548c\u7cfb\u7edf\u8bbe\u5907\u672a\u8bbe\u7f6e\u6210\u5b89\u5168\u65b9\u5f0f\uff0c\u4e0d\u9700 \u8981\u7684\u7aef\u53e3\u548c\u670d\u52a1\u672a\u5173\u95ed\uff0c\u4e00\u4e9b\u7cfb\u7edf\u9ed8\u8ba4\u5f00\u542f\u7684\u670d\u52a1\u53ef\u80fd\u6210\u4e3a\u5165\u4fb5\u7684\u540e\u95e8\u3002 <\/p>\n\n\n\n

5.2 <\/strong>\u7ef4\u62a4\u7ba1\u7406\u65b9\u9762 <\/strong><\/p>\n\n\n\n

1\uff09\u63a7\u5236\u7cfb\u7edf\u8f6f\u3001\u786c\u4ef6\u8d44\u4ea7\u4e0d\u6e05\u6670\uff0c\u7f51\u7edc\u62d3\u6251\u7ed3 \u6784\u672a\u53ca\u65f6\u66f4\u65b0\uff0c\u4e0e\u5b9e\u9645\u60c5\u51b5\u4e0d\u4e00\u81f4\u3002\u5728\u7cfb\u7edf\u51fa\u73b0\u6545\u969c\u540e\uff0c\u4e0d\u80fd\u53ca\u65f6\u638c\u63e1\u5b9e\u9645\u7f51\u7edc\u72b6\u51b5\u4ee5\u53ca\u5bf9\u6545\u969c\u7684\u6765\u6e90\u8fdb\u884c\u8ffd\u8e2a\u5b9a\u4f4d\uff0c\u65e0\u6cd5\u5bf9\u7f51\u7edc\u5165\u4fb5\u884c\u4e3a\u3001\u75c5\u6bd2\u3001\u4e1a\u52a1\u8bbf\u95ee\u5f02\u5e38\u7b49\u95ee\u9898\u8fdb\u884c\u7ec6\u81f4\u5206\u6790\u5904\u7406\u3002<\/p>\n\n\n\n

2\uff09\u6740\u6bd2\u8f6f\u4ef6\u3001\u6f0f\u6d1e\u8865\u4e01\u672a\u80fd\u53ca\u65f6\u66f4\u65b0\u3002 <\/p>\n\n\n\n

3\uff09\u63a7\u5236\u7cfb\u7edf\u4e2d\u79fb\u52a8\u5b58\u50a8\u4ecb\u8d28\uff08\u7b14\u8bb0\u672c\u7535\u8111\u3001U \u76d8\u7b49\u8bbe\u5907\uff09\u7684\u968f\u610f\u4f7f\u7528\u548c\u4e0d\u4e25\u683c\u7684\u8bbf\u95ee\u63a7\u5236\u7b49\u3002 <\/p>\n\n\n\n

4\uff09\u5de5\u7a0b\u5e08\u7ad9\u3001\u6570\u636e\u5e93\u7b49\u5b58\u5728\u8bbf\u95ee\u6743\u9650\u4e0d\u89c4\u8303\u53ca\u5f31\u53e3\u4ee4\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u7a81\u7834\u7cfb\u7edf\u8fb9\u754c\u7684\u96be\u5ea6\u3002<\/p>\n\n\n\n

5\uff09\u7f51\u7edc\u5b89\u5168\u4e8b\u4ef6\u7684\u76d1\u63a7\u3001\u7ba1\u7406\u4e0e\u5e94\u6025\u54cd\u5e94\u673a\u5236\u4e0d\u591f\u5b8c\u5584\u548c\u5168\u9762\uff0c\u5b89\u5168\u65e5\u5fd7\u5ba1\u8ba1\u63aa\u65bd\u7f3a\u5931\uff0c\u5728\u53d1\u751f\u5b89\u5168\u95ee\u9898\u540e\u65e0\u6cd5\u5bf9\u98ce\u9669\u6765\u6e90\u53ca\u53d1\u751f\u8fc7\u7a0b\u8fdb\u884c\u5206\u6790 \u548c\u8ffd\u6eaf\u3002 <\/p>\n\n\n\n

6\uff09\u7b2c\u4e09\u65b9\u8fd0\u7ef4\u4eba\u5458\u5b89\u5168\u7ba1\u7406\u4e0d\u89c4\u8303\uff0c\u90e8\u5206\u7535\u5382\u5141\u8bb8\u751f\u4ea7\u5382\u5546\u5bf9\u673a\u7ec4\u63a7\u5236\u7cfb\u7edf\u8fdc\u7a0b\u8bca\u65ad\u548c\u7ef4\u62a4\u3002<\/p>\n\n\n\n

\u516d\u3001\u7f51\u7edc\u5b89\u5168\u9632\u62a4\u6280\u672f\u7814\u7a76\u73b0\u72b6<\/strong><\/p>\n\n\n\n

6.1 <\/strong>\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u7ba1\u7406 <\/strong><\/p>\n\n\n\n

\u9274\u4e8e\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u7684\u91cd\u8981\u6027\uff0c\u56fd\u5185\u5916\u5728\u5176\u67b6\u6784\u8bbe\u8ba1\u548c\u9632\u62a4\u6280\u672f\u65b9\u9762\u5f00\u5c55\u4e86\u5927\u91cf\u7684\u7814\u7a76\u5de5\u4f5c\uff0c\u51fa\u53f0\u4e86\u6cd5\u5f8b\u6cd5\u89c4\uff0c\u5236\u5b9a\u4e86\u76f8\u5173\u6807\u51c6\uff0c\u7814\u53d1\u4e86\u9632\u62a4\u6280\u672f\u548c\u4ea7\u54c1\u3002\u5982\u7f8e\u56fd\u51fa\u53f0\u4e86\u5404\u7c7b\u4e0e\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u76f8\u5173\u7684\u7efc\u5408\u6027\u7acb\u6cd5\uff0c\u6210\u7acb\u4e86\u5de5\u63a7\u5b89\u5168\u5e94\u6025\u5c0f\u7ec4\uff08ICSCERT\uff09\uff0c\u5efa\u7acb\u4e86\u5305\u62ec\u7231\u8fbe\u8377\u56fd\u5bb6\u5b9e\u9a8c\u5ba4\u5728\u5185\u76846\u5bb6\u5de5\u63a7\u7cfb\u7edf\u5b89\u5168\u7814\u7a76\u91cd\u70b9\u5b9e\u9a8c\u5ba4\uff0c\u5f62\u6210\u4e86\u6bd4\u8f83\u5b8c\u6574\u7684\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u7ba1\u7406\u4f53\u5236\u548c\u6280\u672f\u4f53\u7cfb\u3002<\/p>\n\n\n\n

\u7f8e\u56fd\u56fd\u5bb6\u6807\u51c6\u4e0e\u6280\u672f\u7814\u7a76\u9662\uff08NIST\uff09\u5236\u5b9a\u548c\u4e0d\u65ad\u5b8c\u5584\u7684\u300a\u5de5\u4e1a\u63a7\u5236\u7cfb\u7edf\u5b89\u5168\u6307\u5357\u300b\uff08NIST SP800-82\uff09\uff0c\u660e\u786e\u4e86\u5de5\u63a7\u7cfb\u7edf\u5178\u578b\u7684\u7cfb\u7edf\u62d3\u6251\u7ed3\u6784\uff0c\u6307\u51fa\u4e86\u5178\u578b\u5a01\u80c1\u548c\u8106\u5f31\u70b9\u6240\u5728\uff0c\u5e76\u63d0\u51fa\u5efa\u8bae\u6027\u7684\u5b89\u5168\u5bf9\u7b56\u3002<\/p>\n\n\n\n

\u6b27\u6d32\u901a\u8fc7\u52a0\u5f3a\u5404\u6210\u5458\u56fd\u4e4b\u95f4\u5728\u7f51\u7edc\u5b89\u5168\u65b9\u9762\u7684\u5408\u4f5c\uff0c\u5236\u5b9a\u7f51\u7edc\u4fe1\u606f\u5b89\u5168\u6218\u7565\u3002\u5fb7\u56fd\u7684\u897f\u95e8\u5b50\u548c\u65bd\u8010\u5fb7\u7535\u6c14\u63d0\u4f9b\u4e86\u6280\u672f\u54a8\u8be2\u3001\u76f8\u5173\u5b89\u5168\u4ea7\u54c1\u4ee5\u53ca\u6574\u5957\u89e3\u51b3\u65b9\u6848\u3002\u56fd\u9645 \u81ea\u52a8\u5316\u534f\u4f1a\uff08ISA\uff09\u548c\u56fd\u9645\u7535\u5de5\u59d4\u5458\u4f1a\uff08IEC\uff09\u4e13\u95e8\u9488\u5bf9\u5de5\u63a7\u7f51\u7edc\u5b89\u5168\u9881\u5e03\u4e86\u300a\u5de5\u4e1a\u8fc7\u7a0b\u6d4b\u91cf\u3001\u63a7\u5236\u548c\u81ea\u52a8\u5316\u7f51\u7edc\u4e0e\u7cfb\u7edf\u4fe1\u606f\u5b89\u5168\u300b\uff08ISA\/IEC62443\uff09\u7cfb\u5217\u6807\u51c6\uff0c\u6db5\u76d6\u4e86\u6240\u6709\u76f8\u5173\u5229\u76ca\u65b9\uff0c\u4ee5\u5b9e\u73b0\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5168\u65b9\u4f4d\u5b89\u5168\u9632\u62a4\u3002 <\/p>\n\n\n\n

\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u5728\u4e2d\u56fd\u4e5f\u53d7\u5230\u5404\u65b9\u9762\u5e7f\u6cdb\u91cd\u89c6\uff0c2016 \u5e74\u9881\u5e03\u4e86\u300a\u4e2d\u534e\u4eba\u6c11\u5171\u548c\u56fd\u7f51\u7edc\u5b89\u5168\u6cd5\u300b\uff0c\u660e\u786e\u63d0\u51fa\u8981\u4fdd\u969c\u5173\u952e\u4fe1\u606f\u57fa\u7840\u8bbe\u65bd\u8fd0\u884c\u5b89\u5168\u3002\u5de5\u4e1a\u548c\u4fe1\u606f\u5316\u90e8\u5370\u53d1\u4e86\u300a\u5de5\u4e1a\u63a7\u5236\u7cfb\u7edf\u4fe1\u606f\u5b89\u5168\u9632\u62a4\u6307\u5357\u300b\uff0c\u6307\u5bfc\u548c\u7ba1\u7406\u5de5\u63a7\u5b89\u5168\u9632\u62a4\u548c\u4fdd\u969c\u5de5\u4f5c\u3002\u5728\u6807\u51c6\u5236\u5b9a\u65b9\u9762\uff0c\u81ea\u4ece\u56fd\u5bb6\u6807\u51c6\u300a\u5de5\u4e1a\u63a7\u5236\u7f51\u7edc\u5b89\u5168\u98ce\u9669\u8bc4\u4f30\u89c4\u8303\u300b\uff08GB\/T 26333\u20142010\uff09\u4f5c\u4e3a\u6211\u56fd\u5de5\u63a7\u5b89\u5168\u9886\u57df\u7b2c1\u4e2a\u56fd\u5bb6\u6807\u51c6\u53d1\u5e03\u5b9e\u65bd\u4ee5\u6765\uff0c\u8fd1\u5e74\u9488\u5bf9\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u5236\u5b9a\u4e86\u8fd1 30 \u79cd\u76f8\u5173\u6807\u51c6\uff0c\u57fa\u672c\u6db5\u76d6\u4e86\u884c\u4e1a\u76d1\u7ba1\u3001\u5de5\u63a7\u548c\u5b89\u5168\u9632\u62a4\u4ea7\u54c1\u4f9b\u5e94\u3001\u5de5\u63a7\u4e1a\u4e3b\u53ca\u6d4b\u8bc4\u673a\u6784\u7684\u6807\u51c6\u9700\u6c42\u3002\u9488\u5bf9\u7535\u529b\u884c\u4e1a\u7279\u70b9\uff0c2005 \u5e74\u539f\u56fd\u5bb6\u7535\u529b\u76d1\u7ba1\u59d4\u5458\u4f1a\u53d1\u5e03\u4e86\u300a\u7535\u529b\u4e8c\u6b21\u7cfb\u7edf\u5b89\u5168\u9632\u62a4\u89c4\u5b9a\u300b\uff0c2014 \u5e74\u53d1\u6539\u59d4\u5728\u6b64\u57fa\u7840\u4e0a\u53d1\u5e03\u4e86\u300a\u7535\u529b\u76d1\u63a7\u7cfb\u7edf\u5b89\u5168\u9632\u62a4\u89c4\u5b9a\u300b\uff08\u56fd\u5bb6\u53d1\u6539\u59d4\u7b2c14\u53f7\u4ee4\uff09\uff0c\u786e\u5b9a\u4e86\u7535\u529b\u76d1\u63a7\u7cfb\u7edf\u5b89\u5168\u9632\u62a4\u4f53\u7cfb\u7684\u603b\u4f53\u6846\u67b6\uff0c\u7ec6\u5316\u4e86\u7535\u529b\u76d1\u63a7\u7cfb\u7edf\u5b89\u5168\u9632\u62a4\u603b\u4f53\u539f\u5219\uff0c\u4e3a\u7535\u529b\u884c\u4e1a\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u63d0\u4f9b\u4e86\u4fdd\u969c\u4f9d\u636e\u3002<\/p>\n\n\n\n

6.2 <\/strong>\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u9632\u62a4\u6280\u672f <\/strong><\/p>\n\n\n\n

\u8fd1\u51e0\u5e74\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u9632\u62a4\u6280\u672f\u7684\u7814\u7a76\u4e0e\u76f8\u5173\u4ea7\u54c1\u7684\u5f00\u53d1\u4e3b\u8981\u56f4\u7ed5\u7eb5\u6df1\u9632\u5fa1\u5c55\u5f00\uff0c\u4e3b\u8981\u5305\u62ec\u5de5\u4e1a\u9632\u706b\u5899\u3001\u5165\u4fb5\u68c0\u6d4b\u3001\u6f0f\u6d1e\u626b\u63cf\u548c\u6316\u6398\u3001\u5b89\u5168\u5ba1\u8ba1\u548c\u6001\u52bf\u611f\u77e5\u7b49\u6280\u672f\u3002<\/p>\n\n\n\n

6.2.1 <\/strong>\u5de5\u4e1a\u9632\u706b\u5899<\/strong><\/p>\n\n\n\n

\u5de5\u4e1a\u9632\u706b\u5899\u5728\u4f20\u7edf\u7f51\u7edc\u9632\u706b\u5899\u57fa\u7840\u4e0a\u589e\u52a0\u4e86\u5de5\u4e1a\u534f\u8bae\u8fc7\u6ee4\u529f\u80fd\uff0c\u5728\u5e94\u7528\u5c42\u6df1\u5ea6\u89e3\u6790\u5de5\u4e1a\u534f\u8bae\uff0c\u6dfb\u52a0\u57fa\u4e8e\u767d\u540d\u5355\u7b56\u7565\u7684\u8fc7\u6ee4\u89c4\u5219\uff0c\u4ece\u800c\u63d0\u9ad8\u5de5\u63a7\u7f51\u7edc\u7684\u5b89\u5168\u6027\u3002\u9274\u4e8e\u5de5\u63a7\u7cfb\u7edf\u7684\u5b9e\u65f6\u6027\u8981\u6c42\u548c\u901a\u4fe1\u534f\u8bae\u7684\u7279\u6b8a\u6027\uff0c\u5de5\u4e1a\u9632\u706b\u5899\u6280\u672f\u5728\u6df1\u5ea6\u89e3\u6790\u3001\u7279\u5f81\u63d0\u53d6\u3001\u767d\u540d\u5355\u89c4\u5219\u751f\u6210\u53ca\u7279\u5f81\u5339\u914d\u65b9\u9762\u5f00\u5c55\u4e86\u5927\u91cf\u7684\u7814\u7a76\uff0c\u4e5f\u91c7\u7528\u4e86\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u667a\u80fd\u7b97\u6cd5\u3002\u5982\u5728\u767d\u540d\u5355\u89c4\u5219\u751f\u6210\u65f6\uff0c\u91c7\u7528\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u3001\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09 \u548c\u57fa\u4e8e\u7edf\u8ba1\u5206\u6790\u7684\u54c8\u5e0c\u7b97\u6cd5\u7b49\u5efa\u7acb\u6b63\u5e38\u6216\u5f02\u5e38\u72b6\u6001\u884c\u4e3a\u6a21\u578b\uff0c\u91c7\u7528\u7b56\u7565\u6811\u7b49\u65b9\u6cd5\u63d0\u9ad8\u7279\u5f81\u5339\u914d\u6548\u7387\uff0c\u8fd9\u4e9b\u6709\u6548\u63d0\u9ad8\u4e86\u5de5\u4e1a\u9632\u706b\u5899\u7684\u6574\u4f53\u6027\u80fd\u3002<\/p>\n\n\n\n

6.2.2 <\/strong>\u5165\u4fb5\u68c0\u6d4b <\/strong><\/p>\n\n\n\n

\u5165\u4fb5\u68c0\u6d4b\u4e3b\u8981\u662f\u91c7\u96c6\u7cfb\u7edf\u4e2d\u8bbe\u5907\u548c\u7f51\u7edc\u7684\u76f8\u5173\u4fe1\u606f\uff0c\u5e76\u5bf9\u8fd9\u4e9b\u6570\u636e\u4fe1\u606f\u52a0\u4ee5\u5206\u6790\u548c\u8bc6\u522b\uff0c\u4ece\u800c\u5224\u65ad\u7cfb\u7edf\u4e2d\u662f\u5426\u5b58\u5728\u5f02\u5e38\u548c\u88ab\u653b\u51fb\u7684\u8ff9\u8c61\u3002\u501f\u9274\u4f20\u7edf\u4fe1\u606f\u5b89\u5168\u9886\u57df\u5165\u4fb5\u68c0\u6d4b\u7684\u65b9\u6cd5\uff0c\u7ed3\u5408\u5de5\u63a7\u7cfb\u7edf\u81ea\u8eab\u7684\u7279\u70b9\uff0c\u4ece\u57fa\u4e8e\u5f02\u5e38\u884c\u4e3a\u548c\u57fa\u4e8e\u8bef\u7528\u7684\u68c0\u6d4b\u65b9\u6cd5\u5f00\u5c55\u76f8\u5173\u7814\u7a76\u3002\u57fa\u4e8e\u5f02\u5e38\u884c\u4e3a\u7684\u68c0\u6d4b\u662f\u5728\u83b7\u5f97\u5de5\u63a7\u7cfb\u7edf\u6b63\u5e38\u72b6\u6001\u4e0b\u7684\u7279\u5f81\u4fe1\u606f\u5e76\u5efa\u7acb\u6b63\u5e38\u6d3b\u52a8\u7279\u5f81\u6a21\u578b\u57fa\u7840\u4e0a\uff0c\u518d\u4e0e\u5f85\u68c0\u7cfb\u7edf\u8fdb\u884c\u7279\u5f81\u6bd4\u8f83\u4ee5\u53d1\u73b0\u5f02\u5e38\u884c\u4e3a\u3002\u8be5\u65b9\u6cd5\u7684\u4f18\u70b9\u662f\u80fd\u591f\u5bf9\u672a\u77e5\u65b0\u578b\u653b\u51fb\u8fdb\u884c\u68c0\u6d4b\uff0c\u7f3a\u70b9\u662f\u8bef\u62a5\u7387\u9ad8\u3002\u57fa\u4e8e\u8bef\u7528\u7684\u68c0\u6d4b\u662f\u5c06\u83b7\u53d6\u7684\u5f02\u5e38\u72b6\u6001\u7279\u5f81\u4fe1\u606f\u8fdb\u884c\u5206\u6790\u5e76\u5efa\u7acb\u5f02\u5e38\u72b6\u6001\u7279\u5f81\u6a21\u578b\uff0c\u518d\u4e0e\u5f85\u68c0\u4fe1\u606f\u7279\u5f81\u8fdb\u884c\u5339\u914d\u6765\u53d1\u73b0\u5165\u4fb5\u884c\u4e3a\u3002\u8be5\u65b9\u6cd5\u7684\u4f18\u70b9\u662f\u5bf9\u5df2\u77e5\u7c7b\u578b\u653b\u51fb\u884c\u4e3a\u68c0\u6d4b\u7387\u8f83\u9ad8\uff0c\u4f46\u5bf9\u65b0\u578b\u672a\u77e5\u653b\u51fb\u68c0\u6d4b\u80fd\u529b\u8f83\u5f31\u3002 \u57fa\u4e8e\u5f02\u5e38\u6216\u8bef\u7528\u7684\u5165\u4fb5\u68c0\u6d4b\u90fd\u9700\u8981\u63d0\u53d6\u5de5\u63a7\u7cfb\u7edf\u4e2d\u4e3b\u673a\u6216\u7f51\u7edc\u5728\u6b63\u5e38\u548c\u53d7\u653b\u51fb\u60c5\u51b5\u4e0b\u7684\u884c\u4e3a\u7279\u5f81\u3002\u7279\u5f81\u63d0\u53d6\u548c\u5206\u6790\u662f\u5176\u5173\u952e\u73af\u8282\uff0c\u5c06\u76f4\u63a5\u5f71\u54cd\u68c0\u6d4b\u7684\u51c6\u786e\u6027\u3002\u4e3a\u6b64\u7814\u7a76\u4eba\u5458\u91c7\u7528\u5404\u79cd\u7b97\u6cd5\u6765\u63d0\u9ad8\u5165\u4fb5\u68c0\u6d4b\u7684\u51c6\u786e\u6027\uff0c\u5982\u91c7\u7528Fisher \u5206\u503c\u3001\u4e3b\u6210\u5206\u5206\u6790\u7b49\u65b9\u6cd5\u5bf9\u7279\u5f81\u8fdb\u884c\u9009\u62e9\u548c\u63d0\u53d6\uff0c\u91c7\u7528\u9690\u9a6c\u5c14\u53ef\u592b\u6a21\u578b\u3001\u534a\u76d1\u7763 k \u5747\u503c\u805a\u7c7b\uff08k-means\uff09\u7b97\u6cd5\u3001SVM\u3001 \u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7b49\u6280\u672f\u5efa\u7acb\u6a21\u578b\u548c\u5f02\u5e38\u5224\u522b\uff0c\u660e\u663e\u63d0\u9ad8\u4e86\u68c0\u6d4b\u7cbe\u5ea6\uff0c\u964d\u4f4e\u4e86\u8bef\u62a5\u7387\u3002 <\/p>\n\n\n\n

6.2.3 <\/strong>\u6f0f\u6d1e\u626b\u63cf\u548c\u6316\u6398 <\/strong><\/p>\n\n\n\n

\u6f0f\u6d1e\u626b\u63cf\u662f\u5229\u7528\u626b\u63cf\u5de5\u5177\u5bf9\u4e3b\u673a\u548c\u8bbe\u5907\u7684\u578b\u53f7\u3001\u56fa\u4ef6\u7248\u672c\u4fe1\u606f\u3001\u901a\u4fe1\u534f\u8bae\u7b49\u4fe1\u606f\u6309\u7167\u5df2\u77e5\u89c4\u5219\u8fdb\u884c\u81ea\u52a8\u5339\u914d\uff0c\u4ece\u800c\u68c0\u6d4b\u662f\u5426\u5b58\u5728\u5df2\u77e5\u6f0f\u6d1e\u3002\u7531\u4e8e\u90e8\u5206\u5de5\u63a7\u8bbe\u5907\u53ea\u80fd\u5728\u6536\u5230\u8bf7\u6c42\u65f6\u624d\u505a\u51fa\u54cd\u5e94\uff0c\u6f0f\u6d1e\u626b\u63cf\u65f6\u987b\u6784\u9020\u53d1\u9001\u8bf7\u6c42\u6570\u636e\u5305\uff0c\u6355\u83b7\u5e76\u4e14\u89e3\u6790\u54cd\u5e94\u6570\u636e\u5305\u6765\u63a2\u6d4b\u8be5\u5de5\u63a7\u8bbe\u5907\u7684\u76f8\u5173\u4fe1\u606f\u3002\u9488\u5bf9\u5de5\u63a7\u7cfb\u7edf\u5bf9\u8fde\u7eed\u6027\u8981\u6c42\u9ad8\uff0c\u65e0\u6cd5\u627f\u53d7\u9891\u7e41\u626b\u63cf\u7684\u60c5\u51b5\uff0c\u6709\u5b66\u8005\u63d0\u51fa\u628a\u5bf9\u5de5\u63a7\u7cfb\u7edf\u7684\u6f0f\u6d1e\u626b\u63cf\u6280\u672f\u878d\u5165\u6b63\u5e38\u4e1a\u52a1\uff0c\u901a\u8fc7\u53d1\u9001\u4e0e\u4e1a\u52a1\u4e00\u81f4\u7684\u6570\u636e\u5305\u6765\u8fdb\u884c\u626b\u63cf\uff0c\u65e2\u5b8c\u6210\u4e86\u6f0f\u6d1e\u626b\u63cf\uff0c\u4e5f\u907f\u514d\u4e86\u975e\u6b63\u5e38\u64cd\u4f5c\u5bf9\u7cfb\u7edf\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n

\u6f0f\u6d1e\u6316\u6398\u662f\u91c7\u7528\u9759\u6001\u5206\u6790\u6216\u52a8\u6001\u6d4b\u8bd5\u65b9\u6cd5\u5bf9\u672a\u77e5\u6f0f\u6d1e\u8fdb\u884c\u68c0\u6d4b\u3002\u5176\u4e2d\u9759\u6001\u5206\u6790\u662f\u901a\u8fc7\u539f\u4ee3\u7801\u5ba1\u8ba1\u3001\u4e8c\u8fdb\u5236\u8865\u4e01\u6bd4\u5bf9\u548c\u9006\u5411\u5206\u6790\u7b49\u6280\u672f\u53d1\u73b0\u672a\u77e5\u6f0f\u6d1e\u3002\u52a8\u6001\u6d4b\u8bd5\u662f\u5de5\u63a7\u7cfb\u7edf\u8fd0\u884c\u72b6\u6001\u4e0b\uff0c\u5728\u5bf9\u63a7\u5236\u534f\u8bae\u6df1\u5165\u89e3\u6790\u7684\u57fa\u7840\u4e0a\uff0c\u91c7\u7528Fuzzing \u6280\u672f\u6784\u9020\u7279\u5b9a\u7684\u6570\u636e\u5305\uff0c\u4ee5\u76d1\u6d4b\u76ee\u6807\u54cd\u5e94\uff0c\u6839\u636e\u54cd\u5e94\u7684\u5f02\u5e38\u8fdb\u884c\u6f0f\u6d1e\u6316\u6398\u3002\u5728\u91c7\u7528\u52a8\u6001\u6d4b\u8bd5\u8fdb\u884c\u6f0f\u6d1e\u6316\u6398\u65f6\uff0c\u5de5\u63a7\u534f\u8bae\u6d4b\u8bd5\u7528\u4f8b\u751f\u6210\u662f\u6d4b\u8bd5\u8fc7\u7a0b\u4e2d\u7684\u6838\u5fc3\u73af\u8282\uff0c\u5bf9\u534f\u8bae\u7684\u63a2\u6d4b\u548c\u6d4b\u8bd5\u7528\u4f8b\u6784\u9020\u6709\u591a\u79cd\u65b9\u6cd5\u3002\u5982\u6839\u636e\u534f\u8bae\u5b57\u6bb5\u7684\u7279\u5f81\u8fdb\u884c\u5206\u7c7b\uff0c\u91c7\u7528\u591a\u5b57\u6bb5\u8054\u5408\u5173\u8054\u7684\u6a21\u7cca\u5904\u7406\u548c\u57fa\u4e8e\u52a8\u6001\u62bd\u6837\u7684\u6837\u672c\u751f\u6210\u65b9\u6cd5\uff1b\u5229\u7528\u6539\u8fdb\u7684\u5df4\u79d1\u65af\u8303\u5f0f\u5bf9\u5de5\u63a7\u534f\u8bae\u8fdb\u884c\u63cf\u8ff0\uff0c\u91c7\u7528\u57fa\u4e8e\u53d8\u5f02\u6811\u7684\u6d4b\u8bd5\u7528\u4f8b\u751f\u6210\u7b97\u6cd5\uff1b\u6839\u636e\u5df2\u516c\u5f00\u7684\u5de5\u63a7\u7cfb\u7edf\u6f0f\u6d1e\u8bbe\u8ba1\u5de5\u63a7\u7f51\u7edc\u901a\u4fe1\u534f\u8bae\u4e2d\u5b57\u8282\u548cData \u7684\u53d8\u5f02\u56e0\u5b50\uff0c\u7ed3\u5408\u88ab\u68c0\u6d4b\u5de5\u63a7\u901a\u4fe1\u534f\u8bae\u7279\u5f81\u751f\u6210\u6d4b\u8bd5\u7528\u4f8b\u7b49\u3002 <\/p>\n\n\n\n

6.2.4 <\/strong>\u5b89\u5168\u5ba1\u8ba1\u548c\u6001\u52bf\u611f\u77e5 <\/strong><\/p>\n\n\n\n

\u5b89\u5168\u5ba1\u8ba1\u662f\u5bf9\u5de5\u63a7\u7f51\u7edc\u4e2d\u7684\u884c\u4e3a\u548c\u6d41\u91cf\u8fdb\u884c\u5b9e\u65f6\u5ba1\u8ba1\uff0c\u901a\u8fc7\u7279\u5b9a\u7684\u5b89\u5168\u7b56\u7565\uff0c\u5feb\u901f\u8bc6\u522b\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u4e2d\u5b58\u5728\u7684\u975e\u6cd5\u64cd\u4f5c\u3001\u5f02\u5e38\u4e8b\u4ef6\u3001\u5916\u90e8\u653b\u51fb\u7b49\u5404\u79cd\u5f02\u5e38\u884c\u4e3a\uff0c\u751f\u6210\u5b8c\u6574\u8bb0\u5f55\u4fbf\u4e8e\u4e8b\u4ef6\u8ffd\u6eaf\u3002\u5f53\u524d\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u5ba1\u8ba1\u80fd\u5b9e\u73b0\u6307\u4ee4\u5ba1\u8ba1\u3001\u53c2\u6570\u9608\u503c\u5ba1\u8ba1\u3001\u5de5\u63a7\u534f\u8bae\u5ba1\u8ba1\u3001\u73af\u5883\u5ba1\u8ba1\u548c\u884c\u4e3a\u5ba1\u8ba1\u7b49\u3002\u5b83\u662f\u591a\u79cd\u6280\u672f\u7684\u7efc\u5408\u5e94\u7528\uff0c\u4e0e\u5de5\u63a7\u7f51\u7edc\u4e2d\u7684\u5176\u4ed6\u5b89\u5168\u8bbe\u5907\u5982\u5de5\u4e1a\u9632\u706b\u5899\u3001\u5165\u4fb5\u68c0\u6d4b\u7cfb\u7edf\u7b49\u8fdb\u884c\u5b9e\u65f6\u914d\u5408\uff0c\u6709\u6548\u4fdd\u969c\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u7684\u6574\u4f53\u5b89\u5168\u3002<\/p>\n\n\n\n

\u7f51\u7edc\u5b89\u5168\u6001\u52bf\u611f\u77e5\u662f\u901a\u8fc7\u6536\u96c6\u7f51\u7edc\u73af\u5883\u4e2d\u7efc\u5408\u3001\u5168\u9762\u7684\u5b89\u5168\u4fe1\u606f\u8981\u7d20\u5e76\u8fdb\u884c\u6570\u636e\u878d\u5408\u5904\u7406\u540e\uff0c\u5bf9\u7f51\u7edc\u7684\u5b89\u5168\u6001\u52bf\u8fdb\u884c\u5b8f\u89c2\u3001\u5168\u9762\u7684\u8ba4\u77e5\uff0c\u5e76\u4e14\u80fd\u5bf9\u7f51\u7edc\u7cfb\u7edf\u7684\u5b89\u5168\u8d8b\u52bf\u8fdb\u884c\u9884\u6d4b\uff0c\u4e3a\u5b89\u5168\u5206\u6790\u63d0\u4f9b\u51b3\u7b56\u4f9d\u636e\u3002<\/p>\n\n\n\n

\u5176\u5173\u952e\u6280\u672f\u4e3b\u8981\u805a\u7126\u5728\u5b89\u5168\u6001\u52bf\u8981\u7d20\u63d0\u53d6\u3001\u6001\u52bf\u8bc4\u4f30\u548c\u6001\u52bf\u9884\u6d4b\u7b49\u65b9\u9762\u3002\u6001\u52bf\u8981\u7d20\u63d0\u53d6\u672c\u8d28\u4e0a\u662f\u5bf9\u7f51\u7edc\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u5206\u6790\u3001\u5904\u7406\u548c\u5f52\u7c7b\uff0c\u76ee\u524d\u5e38\u5c06\u51b3\u7b56\u6811\u3001\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u3001SVM \u7b49\u5206\u7c7b\u7b97\u6cd5\u4e0e\u667a\u80fd\u4f18\u5316\u7b97\u6cd5\uff08\u7c92\u5b50\u7fa4\u4f18\u5316\u7b97\u6cd5\u3001\u9057\u4f20\u7b97\u6cd5\u7b49\uff09\u548c\u5c5e\u6027\u7ea6\u51cf\u7b97\u6cd5\uff08\u4e3b\u6210\u5206\u5206\u6790\u6cd5\u3001\u7c97\u7cd9\u96c6\u7b97\u6cd5\u7b49\uff09\u76f8\u7ed3\u5408\uff0c\u4ee5\u8fbe\u5230\u66f4\u597d\u7684\u6548\u679c\uff1b<\/p>\n\n\n\n

\u6001\u52bf\u8bc4\u4f30\u662f\u901a\u8fc7\u4e00\u7cfb\u5217\u7684\u6570\u5b66\u6a21\u578b\u548c\u7b97\u6cd5\uff0c\u5bf9\u63d0\u53d6\u7684\u6d77\u91cf\u7f51\u7edc\u5b89\u5168\u6570 \u636e\u4fe1\u606f\u8fdb\u884c\u5173\u8054\u5206\u6790\u548c\u878d\u5408\uff0c\u4ee5\u83b7\u53d6\u5b8f\u89c2\u7684\u5b89\u5168\u6001\u52bf\u3002\u6001\u52bf\u8bc4\u4f30\u65b9\u6cd5\u76ee\u524d\u4e3b\u8981\u5305\u62ec\u57fa\u4e8e\u6570\u5b66\u6a21\u578b\u7684\u8bc4\u4f30\u65b9\u6cd5\u3001\u57fa\u4e8e\u6982\u7387\u548c\u77e5\u8bc6\u63a8\u7406\u7684\u8bc4\u4f30\u65b9\u6cd5\u4ee5\u53ca\u57fa\u4e8e\u6a21\u5f0f\u5206\u7c7b\u7684\u8bc4\u4f30\u65b9\u6cd5\u7b49\u3002<\/p>\n\n\n\n

\u6001\u52bf\u9884\u6d4b\u662f\u6839\u636e\u5f53\u524d\u7684\u7f51\u7edc\u5b89\u5168\u6001\u52bf\u8bc4\u4f30\u548c\u5df2\u6709\u7684\u5386\u53f2\u8bc4\u4f30\u6570\u636e\uff0c\u5bf9\u672a\u6765\u6001\u52bf\u53d8\u5316\u8d8b\u52bf\u8fdb\u884c\u9884\u6d4b\uff0c\u4e3a\u51b3\u7b56\u8005\u63d0\u4f9b\u4f9d\u636e\u3002\u5f53\u524d\u6001\u52bf\u9884\u6d4b\u65b9\u6cd5\u4e3b\u8981\u6709\u795e\u7ecf\u7f51\u7edc\u3001SVM\u3001\u65f6\u95f4\u5e8f\u5217 \u9884\u6d4b\u6cd5\u7b49\u3002 <\/p>\n\n\n\n

\u76ee\u524d\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u9632\u62a4\u6280\u672f\u4ecd\u5904\u4e8e\u8d77\u6b65\u9636\u6bb5\uff0c\u6240\u91c7\u7528\u7684\u65b9\u6cd5\u5927\u90fd\u662f\u5728\u4f20\u7edf\u4fe1\u606f\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u9632\u62a4\u6280\u672f\u57fa\u7840\u4e0a\u53d1\u5c55\u8d77\u6765\u7684\uff0c\u800c\u5de5\u63a7\u7cfb\u7edf\u5bf9\u5b9e\u65f6\u6027\u3001\u8fde\u7eed\u6027\u548c\u53ef\u63a7\u6027\u8981\u6c42\u66f4\u9ad8\uff0c\u5c24\u5176\u662f\u5404\u79cd\u79c1\u6709\u901a\u4fe1\u534f\u8bae\u7684\u5e94\u7528\u53ca\u4e0d\u540c\u751f\u4ea7\u7cfb\u7edf\u5de5\u827a\u7684\u5dee\u5f02\u3002\u9632\u62a4\u6280\u672f\u548c\u4ea7\u54c1\u5728\u5e94\u7528\u65f6\u9700\u8981\u8fdb\u884c\u4e2a\u6027\u5316\u8bbe\u8ba1\uff0c\u907f\u514d\u56e0\u91c7\u7528\u9632\u62a4\u4ea7\u54c1\u800c\u589e\u52a0\u7cfb\u7edf\u7684\u5176\u4ed6\u5b89\u5168\u98ce\u9669\uff0c\u8981\u8fdb\u884c\u6709\u6548\u9632\u62a4\u800c\u975e\u8fc7\u5ea6\u9632\u62a4\u3002<\/p>\n\n\n\n

\u4e03\u3001\u7f51\u7edc\u5b89\u5168\u9632\u62a4\u5bf9\u7b56<\/strong><\/p>\n\n\n\n

\u706b\u7535\u5382\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u9632\u62a4\u6240\u91c7\u7528\u7684\u6280\u672f\u548c\u63aa\u65bd\u5fc5\u987b\u4fdd\u8bc1\u5176\u4f7f\u7528\u7684\u5b9e\u65f6\u6027\u3001\u53ef\u9760\u6027\u548c\u7a33\u5b9a\u6027\u3002\u4ece\u4e0a\u6587\u9632\u62a4\u6280\u672f\u73b0\u72b6\u5206\u6790\u53ef\u770b\u51fa\uff0c\u5355\u4e00\u7684\u9632\u62a4\u6280\u672f\u5df2\u96be\u4ee5\u5168\u9762\u6709\u6548\u5730\u4fdd\u8bc1\u5176\u5b89\u5168\u6027\uff0c\u9700\u8981\u5c06\u5b89\u5168\u9632\u62a4\u7406\u5ff5\u878d\u5165\u8bbe\u8ba1\u3001\u5efa\u8bbe\u3001\u8fd0\u884c\u7ef4\u62a4\u7b49\u5168\u751f\u547d\u5468\u671f\u7684\u5404\u4e2a\u9636\u6bb5\u3002<\/p>\n\n\n\n

\"\u56fe\u7247\"<\/figure>\n\n\n\n

\u56fe2 \u4e3a\u706b\u7535\u5382\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u7efc\u5408\u9632\u62a4\u793a\u610f\uff0c\u8be5\u5de5\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u4ece\u6784\u5efa\u5065\u58ee\u7684\u7f51\u7edc\u67b6\u6784\u3001\u91c7\u53d6\u4e3b\u52a8\u9632\u5fa1\u63aa\u65bd\u53ca\u5efa\u7acb\u9ad8\u6548\u7684\u7ba1\u7406\u5236\u5ea6\u7b49\u65b9\u9762\u8fdb\u884c\u7efc\u5408\u9632\u62a4\u3002<\/p>\n\n\n\n

7.1 <\/strong>\u6784\u5efa\u5065\u58ee\u7684\u7f51\u7edc\u67b6\u6784 <\/strong><\/p>\n\n\n\n

1\uff09\u63a7\u5236\u7cfb\u7edf\u8bbe\u8ba1\u65f6\uff0c\u5e94\u6309\u7167\u56fd\u5bb6\u6807\u51c6\u300a\u4fe1\u606f\u5b89\u5168\u6280\u672f\u7f51\u7edc\u5b89\u5168\u7b49\u7ea7\u4fdd\u62a4\u57fa\u672c\u8981\u6c42\u300b\uff08GB\/T 22239\u2014 2019\uff09\uff0c\u5bf9\u5b89\u5168\u7b49\u7ea7\u4e3a3.0\u7ea7\u7684\u63a7\u5236\u7cfb\u7edf\u5728\u7f51\u7edc\u73af\u5883\u3001\u901a\u4fe1\u7f51\u7edc\u3001\u533a\u57df\u8fb9\u754c\u3001\u8ba1\u7b97\u73af\u5883\u3001\u5efa\u8bbe\u7ba1\u7406\u7b49\u65b9\u9762\u7684\u8981\u6c42\u8fdb\u884c\u8bbe\u8ba1\u3002<\/p>\n\n\n\n

2\uff09\u4e0d\u540c\u5b89\u5168\u533a\u57df\u8fb9\u754c\u7684\u9632\u62a4\u6309\u7167\u56fe3\u7535\u529b\u76d1\u63a7\u7cfb\u7edf\u7ed3\u6784\u5b89\u5168\u6846\u67b6\u6240\u793a\u7684\u201c\u5b89\u5168\u5206\u533a\u3001\u7f51\u7edc\u4e13\u7528\u3001\u6a2a\u5411\u9694\u79bb\u3001\u7eb5\u5411\u8ba4\u8bc1\u201d\u7684\u8981\u6c42\u8fdb\u884c\u7ed3\u6784\u4f18\u5316\u548c\u9632\u62a4\u8bbe\u5907\u90e8\u7f72\u3002\u5728\u751f\u4ea7\u5927\u533a\u4e0e\u4fe1\u606f\u7ba1\u7406\u5927\u533a\u4e4b\u95f4\u90e8\u7f72\u5355\u5411\u5b89\u5168\u9694\u79bb\u88c5\u7f6e\uff0c\u5728\u751f\u4ea7\u5927\u533a\u7684\u63a7\u5236\u533a\uff08\u5b89\u5168I \u533a\uff09\u548c\u975e\u63a7\u5236\u533a\uff08\u5b89\u5168 II \u533a\uff09\u4e4b\u95f4\u90e8\u7f72\u5de5\u4e1a\u9632\u706b\u5899\u3002\u5728\u5b89\u5168I \u533a\u7684\u4e0d\u540c\u63a7\u5236\u7cfb\u7edf\u4e4b\u95f4\uff0c\u82e5\u6709\u4fe1\u606f\u4ea4\u6362\u5219\u914d\u7f6e\u5de5\u4e1a\u9632\u706b\u5899\uff0c\u5355\u5411\u5b89\u5168\u9694\u79bb\u88c5\u7f6e\u548c\u5de5\u4e1a\u9632\u706b\u5899\u5e94\u6ee1\u8db3\u76f8\u5173\u6807\u51c6\u7684\u8981\u6c42\u3002<\/p>\n\n\n\n

\"\u56fe\u7247\"<\/figure>\n\n\n\n

3\uff09\u91c7\u7528\u6700\u5c0f\u7cfb\u7edf\u914d\u7f6e\u539f\u5219\uff0c\u5173\u95ed\u63a7\u5236\u7cfb\u7edf\u548c\u5c31\u5730\u667a\u80fd\u8bbe\u5907\u4e2d\u4e0d\u5fc5\u8981\u7684USB\u3001\u5149\u9a71\u3001\u7f51\u7edc\u53ca\u65e0\u7ebf\u63a5\u53e3\u7b49\uff0c\u89c4\u8303\u8f6f\u3001\u786c\u4ef6\u8bbe\u7f6e\u5728\u6700\u5b89\u5168\u65b9\u5f0f\uff0c\u907f\u514d\u9009\u62e9\u9ed8\u8ba4\u72b6\u6001\u3002 <\/p>\n\n\n\n

4\uff09\u4f18\u5148\u91c7\u7528\u81ea\u4e3b\u53ef\u63a7\u7684\u5de5\u63a7\u7cfb\u7edf\u548c\u5b89\u5168\u9632\u62a4\u8bbe\u5907\uff0c\u907f\u514d\u88ab\u201c\u5361\u8116\u5b50\u201d\u3002<\/p>\n\n\n\n

7.2 <\/strong>\u91c7\u7528\u4e3b\u52a8\u9632\u5fa1\u63aa\u65bd <\/strong><\/p>\n\n\n\n

1\uff09\u5bf9\u4e0a\u4f4d\u673a\uff08\u64cd\u4f5c\u5458\u7ad9\u3001\u5de5\u7a0b\u5e08\u7ad9\u3001\u5386\u53f2\u7ad9\u7b49\uff09\u3001\u64cd\u4f5c\u7cfb\u7edf\u548c\u5e94\u7528\u8f6f\u4ef6\u6700\u5c0f\u5316\u5b89\u88c5\uff0c\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u5e94\u7528\uff1b\u91c7\u7528\u5de5\u63a7\u4e3b\u673a\u9632\u62a4\u8f6f\u4ef6\u5bf9\u5176\u5e95\u5c42\u7cfb\u7edf\u8fdb\u884c\u5b89\u5168\u52a0\u56fa\u548c\u57fa\u7ebf\u6c34\u5e73\u7684\u63d0\u9ad8\uff1b\u5bf9\u6587\u4ef6\u3001\u8fdb\u7a0b\u3001\u6ce8\u518c\u8868\u53ca\u670d\u52a1\u8fdb\u884c\u6709\u6548\u7684\u8bbf\u95ee\u63a7\u5236\uff0c\u5b9e\u73b0\u6743\u9650\u6700\u5c0f\u5316\u7ba1\u7406\uff0c\u5e76\u5bf9\u6240\u6709\u7cfb\u7edf\u6d3b\u52a8\u548c\u7528\u6237\u6d3b\u52a8\u8fdb\u884c\u8bb0\u5f55\u5ba1\u8ba1\uff1b\u7ba1\u63a7\u8f6f\u4ef6\u91c7\u7528\u8fdb\u7a0b\u767d\u540d\u5355\u673a\u5236\uff0c\u963b\u6b62\u4e00\u5207\u767d\u540d\u5355\u5916\u7684\u5e94\u7528\u548c\u8fdb\u7a0b\u6267\u884c\uff1b\u5168\u9762\u76d1\u63a7\u4e3b\u673a\u7684\u8fdb\u7a0b\u3001\u7f51\u7edc\u7aef\u53e3\u548cUSB \u7aef\u53e3\u72b6\u6001\uff1b\u5220\u9664\u3001\u505c\u7528\u9ed8\u8ba4\u8d26\u6237\u548c\u591a\u4f59\u7684\u3001\u8fc7\u671f\u7684\u8d26\u6237\uff0c\u907f\u514d\u5171\u4eab\u8d26\u6237\u7684\u5b58\u5728\u3002 <\/p>\n\n\n\n

2\uff09\u5728\u8bbe\u5907\u51fa\u5382\u53ca\u63a7\u5236\u7cfb\u7edf\u6539\u9020\u5347\u7ea7\u65f6\uff0c\u8fdb\u884c\u6f0f\u6d1e\u626b\u63cf\u548c\u6316\u6398\u3001\u98ce\u9669\u8bc4\u4f30\u548c\u5b89\u5168\u6027\u6d4b\u8bd5\u3002\u53d1\u73b0\u6f5c\u5728\u7684\u5b89\u5168\u6f0f\u6d1e\u3001\u9690\u60a3\u548c\u98ce\u9669\uff0c\u5e76\u53ca\u65f6\u8fdb\u884c\u6574\u6539\u3002<\/p>\n\n\n\n

3\uff09\u6839\u636e\u7cfb\u7edf\u98ce\u9669\u8bc4\u4f30\u72b6\u51b5\u3001\u5de5\u63a7\u7cfb\u7edf\u7ed3\u6784\u548c\u901a\u4fe1\u534f\u8bae\u7279\u70b9\u9009\u62e9\u6027\u90e8\u7f72\u5165\u4fb5\u68c0\u6d4b\u3001\u5b89\u5168\u5ba1\u8ba1\u548c\u6001\u52bf\u611f\u77e5\u7b49\u5b89\u5168\u9632\u62a4\u8bbe\u5907\u548c\u7cfb\u7edf\u3002\u4ee5\u65c1\u8def\u65b9\u5f0f\u63a5\u5165\uff0c\u901a\u8fc7\u6570\u636e\u6d41\u955c\u50cf\u6280\u672f\uff0c\u4e3b\u52a8\u91c7\u96c6\u5de5\u63a7\u7cfb\u7edf\u7684\u7f51\u7edc\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u5b9e\u65f6\u67e5\u627e\u7f51\u7edc\u7684\u5f02\u5e38\u60c5\u51b5\u548c\u653b\u51fb\u7ebf\u7d22\uff0c\u76d1\u6d4b\u7f51\u7edc\u7684\u901a\u4fe1\u72b6\u51b5\u3002\u53ca\u65f6\u53d1\u73b0\u7f51\u7edc\u653b\u51fb\u548c\u75c5\u6bd2\u7684\u5f02\u5e38\u4f20\u64ad\uff0c\u62e6\u622a\u6240\u6709\u53ef\u7591\u7684\u6570\u636e\u5305\uff0c\u4fdd\u62a4\u7cfb \u7edf\u4e0d\u53d7\u653b\u51fb\u3002 <\/p>\n\n\n\n

7.3 <\/strong>\u5efa\u7acb\u5b8c\u5584\u7ba1\u7406\u5236\u5ea6 <\/strong><\/p>\n\n\n\n

1\uff09\u5398\u6e05\u63a7\u5236\u7cfb\u7edf\u8f6f\u3001\u786c\u4ef6\u8d44\u4ea7\u548c\u7f51\u7edc\u7ed3\u6784\u56fe\uff0c\u968f\u65f6\u4e86\u89e3\u8d44\u4ea7\u6f0f\u6d1e\u5e76\u8fdb\u884c\u4fee\u590d\u3002<\/p>\n\n\n\n

2\uff09\u4e25\u683c\u8bbf\u95ee\u6743\u9650\u7ba1\u7406\uff0c\u5bf9\u5de5\u7a0b\u5e08\u7ad9\u3001\u6570\u636e\u5e93\u3001 \u670d\u52a1\u5668\u7b49\u6838\u5fc3\u5de5\u63a7\u8f6f\u786c\u4ef6\u6240\u5728\u533a\u57df\uff0c\u52a0\u5f3a\u7269\u7406\u73af\u5883\u8fb9\u754c\u7684\u8bbf\u95ee\u63a7\u5236\u548c\u76d1\u89c6\uff0c\u786e\u4fdd\u53ea\u6709\u6388\u6743\u4eba\u5458\u624d\u5141\u8bb8\u8bbf\u95ee\u63a7\u5236\u7cfb\u7edf\u73b0\u573a\u8bbe\u5907\uff1b\u52a0\u5f3a\u63a7\u5236\u7cfb\u7edf\u7684\u5bc6\u7801\u7ba1\u7406\uff0c\u5bf9\u64cd\u4f5c\u7cfb\u7edf\u3001\u5e94\u7528\u8f6f\u4ef6\u548c\u63a7\u5236\u8bbe\u5907\u7b49\u5bc6\u7801\u5b9a\u671f\u66f4\u6539\u3002<\/p>\n\n\n\n

3\uff09\u63a7\u5236\u79fb\u52a8\u4ecb\u8d28\u7684\u4f7f\u7528\uff0c\u5bf9\u6240\u6709\u63a5\u5165\u7684\u79fb\u52a8\u5b58\u50a8\u8bbe\u5907\u751f\u6210\u65e5\u5fd7\u8bb0\u5f55\uff0c\u9632\u6b62\u75c5\u6bd2\u548c\u6076\u610f\u4ee3\u7801\u901a\u8fc7\u79fb\u52a8\u4ecb\u8d28\u5b9e\u73b0\u6446\u6e21\u6e17\u900f\u3001\u6f5c\u4f0f\u5e76\u5229\u7528\u7cfb\u7edf\u6f0f\u6d1e\u5b9e\u73b0\u653b\u51fb\u3002\u5bf9\u901a\u8fc7\u79fb\u52a8\u4ecb\u8d28\u8fdb\u884c\u7684\u8f6f\u4ef6\u5347\u7ea7\u3001\u6f0f\u6d1e\u4fee\u590d\u3001\u75c5\u6bd2\u5e93\u66f4\u65b0\u7b49\u64cd\u4f5c\u5fc5\u987b\u7ecf\u8fc7\u4e25\u683c\u7684\u6d4b\u8bd5\u548c\u9a8c\u8bc1\u3002<\/p>\n\n\n\n

4\uff09\u542f\u7528\u5b9e\u65f6\u6570\u636e\u5907\u4efd\u529f\u80fd\uff0c\u5bf9\u5173\u952e\u7684\u4e1a\u52a1\u6570\u636e\u5b9a\u671f\u8fdb\u884c\u8f6f\u5907\u4efd\uff0c\u4fdd\u969c\u5f53\u4e3b\u8bbe\u5907\u51fa\u73b0\u6545\u969c\u65f6\u5197\u4f59\u8bbe\u5907\u53ef\u4ee5\u65e0\u6270\u52a8\u5730\u5207\u6362\u5e76\u6062\u590d\u6570\u636e\u3002<\/p>\n\n\n\n

5\uff09\u5bf9\u63a7\u5236\u7cfb\u7edf\u4f7f\u7528\u8005\u4ee5\u5916\u4eba\u5458\uff08\u4f9b\u5e94\u5546\u3001\u7ef4\u4fee \u7ef4\u62a4\u4eba\u5458\u7b49\uff09\u8fdb\u884c\u5b89\u5168\u610f\u8bc6\u57f9\u8bad\u548c\u7ba1\u7406\uff0c\u4ee5\u9632\u6b62\u793e\u4f1a\u5de5\u7a0b\u5b66\u653b\u51fb\u3002<\/p>\n\n\n\n

6\uff09\u52a0\u5f3a\u5458\u5de5\u7f51\u7edc\u5b89\u5168\u610f\u8bc6\u548c\u6280\u80fd\u57f9\u8bad\uff0c\u5236\u5b9a\u5e94\u6025\u9884\u6848\u5e76\u5efa\u7acb\u7a81\u53d1\u4e8b\u4ef6\u5e94\u6025\u54cd\u5e94\u56e2\u961f\uff0c\u89c4\u8303\u7a81\u53d1\u4e8b\u4ef6\u7ba1\u7406\u548c\u68c0\u6d4b\u673a\u5236\uff0c\u786e\u4fdd\u80fd\u4ece\u7a81\u53d1\u4e8b\u4ef6\u4e2d\u8fc5\u901f \u590d\u3002\u5bf9\u7a81\u53d1\u4e8b\u4ef6\u8fdb\u884c\u5206\u6790\u4e0e\u9884\u6d4b\uff0c\u6570\u636e\u6536\u96c6\u4e0e\u603b\u7ed3\uff0c\u907f\u514d\u518d\u6b21\u53d1\u751f\u7c7b\u4f3c\u4e8b\u4ef6\u3002<\/p>\n\n\n\n

\u516b\u3001\u4e3b\u8981\u53c2\u8003\u6587\u732e<\/strong><\/p>\n\n\n\n

\uff3b1\uff3d \u738b\u5251\u5e73, \u5f90\u4ed9\u534e. \u706b\u7535\u5382\u70ed\u63a7\u7cfb\u7edf\u7f51\u7edc\u5b89\u5168\u5efa\u8bbe\u63a2\u8ba8[J]. \u70ed\u529b\u53d1\u7535, 2020, 49(1): 120-124.<\/p>\n\n\n\n

\uff3b2\uff3d \u6f58\u5cf0, \u738b\u4e16\u4f1f, \u859b\u840d. \u57fa\u4e8e SVM \u7b97\u6cd5\u7684\u5de5\u4e1a\u9632\u706b\u5899\u89c4\u5219\u81ea\u5b66\u4e60\u65b9\u6cd5[J]. \u4fe1\u606f\u6280\u672f\u4e0e\u7f51\u7edc\u5b89\u5168, 2018(5): 29-33.<\/p>\n\n\n\n

\uff3b3\uff3d \u96f7\u71d5\u6674, \u5c1a\u6587\u5229, \u4e07\u660e, \u7b49. \u5de5\u4e1a\u9632\u706b\u5899\u89c4\u5219\u81ea\u5b66\u4e60\u7b97\u6cd5\u8bbe\u8ba1[J].\u8ba1\u7b97\u673a\u5de5\u7a0b\u4e0e\u8bbe\u8ba1, 2016, 37(12): 3141-3145.<\/p>\n\n\n\n

\uff3b4\uff3d \u738b\u4e16\u4f1f. \u5de5\u4e1a\u9632\u706b\u5899\u8f6f\u4ef6\u6846\u67b6\u8bbe\u8ba1\u53ca\u89c4\u5219\u81ea\u5b66\u4e60\u65b9\u6cd5\u7814\u7a76[D]. \u592a\u539f: \u592a\u539f\u79d1\u6280\u5927\u5b66, 2018: 29-40.<\/p>\n\n\n\n

\uff3b5\uff3d \u7a0b\u8d85. \u5de5\u4e1a\u63a7\u5236\u7f51\u7edc Modbus TCP \u534f\u8bae\u6df1\u5ea6\u5305\u68c0\u6d4b\u6280\u672f\u7814\u7a76\u4e0e\u5b9e\u73b0[D]. \u6210\u90fd: \u7535\u5b50\u79d1\u6280\u5927\u5b66, 2016: 15-46.<\/p>\n\n\n\n

\uff3b6\uff3d \u5c1a\u6587\u5229, \u96f7\u71d5\u6674, \u4e07\u660e, \u7b49. \u57fa\u4e8e\u54c8\u5e0c\u7b97\u6cd5\u7684\u5de5\u4e1a\u9632\u706b\u5899\u89c4\u5219\u81ea\u5b66\u4e60\u65b9\u6cd5[J]. \u8ba1\u7b97\u673a\u5de5\u7a0b\u4e0e\u8bbe\u8ba1, 2016, 37(3): 613-617.<\/p>\n\n\n\n

\uff3b7\uff3d \u5c1a\u6587\u5229, \u4e54\u5168\u80dc, \u4e07\u660e, \u7b49. \u5de5\u4e1a\u9632\u706b\u5899\u89c4\u5219\u751f\u6210\u4e0e\u4f18\u5316\u7684\u81ea\u5b66\u4e60\u65b9\u6cd5[J]. \u8ba1\u7b97\u673a\u5de5\u7a0b\u4e0e\u8bbe\u8ba1, 2016, 37(7): 1752-1756.<\/p>\n\n\n\n

\uff3b8\uff3d \u5f20\u745e, \u9648\u7ea2\u536b. \u57fa\u4e8e\u7279\u5f81\u4f18\u5316\u4e0eSVPSO \u7684\u5de5\u63a7\u5165\u4fb5\u68c0\u6d4b[J]. \u8ba1\u7b97\u673a\u5de5\u7a0b, 2020, 46(4): 19-25.<\/p>\n\n\n\n

\uff3b9\uff3d \u738b\u6d77\u98ce. \u5de5\u4e1a\u63a7\u5236\u7f51\u7edc\u7684\u5f02\u5e38\u68c0\u6d4b\u4e0e\u9632\u5fa1\u8d44\u6e90\u7684\u5206\u914d\u7814\u7a76[D]. \u676d\u5dde: \u6d59\u6c5f\u5927\u5b66, 2014: 24-40.<\/p>\n\n\n\n

\uff3b13\uff3d \u8096\u94ee. \u57fa\u4e8eBP\u795e\u7ecf\u7f51\u7edc\u7684\u5de5\u63a7\u7cfb\u7edf\u5165\u4fb5\u68c0\u6d4b[J]. \u5c71\u4e1c\u5de5\u4e1a\u6280\u672f, 2020(1): 47-49.<\/p>\n\n\n\n

\uff3b14\uff3d \u738b\u6377, \u5218\u7545, \u8881\u6167. \u57fa\u4e8e\u5c42\u6b21\u63a2\u6d4b\u7684\u5de5\u63a7\u7cfb\u7edf\u6f0f\u6d1e\u626b\u63cf\u65b9\u6cd5\u7814\u7a76[J]. \u6cb3\u5357\u79d1\u6280, 2018(5): 26-27.<\/p>\n\n\n\n

\uff3b15\uff3d \u738b\u671d\u680b, \u5f20\u96ea\u5e06, \u683e\u5c11\u7fa4. \u8f7b\u91cf\u7ea7\u6f0f\u6d1e\u626b\u63cf\u6280\u672f\u5728\u5de5\u63a7\u7f51\u7edc\u7684\u5e94\u7528[J]. \u4fe1\u606f\u6280\u672f\u4e0e\u7f51\u7edc\u5b89\u5168, 2019, 38(12): 86-89.<\/p>\n\n\n\n

\uff3b16\uff3d \u9ec4\u5f71, \u90b9\u9880\u4f1f, \u8303\u79d1\u5cf0. \u57fa\u4e8e Fuzzing \u6d4b\u8bd5\u7684\u5de5\u63a7\u7f51\u7edc\u534f\u8bae\u6f0f\u6d1e\u6316\u6398\u6280\u672f, \u901a\u4fe1\u5b66\u62a5[J]. 2018, 39(\u589e\u520a 2): 181-188.<\/p>\n\n\n\n

\uff3b18\uff3d \u5f20\u4e9a\u4e30, \u6d2a\u5f81, \u5434\u793c\u53d1, \u7b49. \u57fa\u4e8e\u8303\u5f0f\u8bed\u6cd5\u7684\u5de5\u63a7\u534f\u8bae Fuzzing\u6d4b\u8bd5\u6280\u672f[J]. \u8ba1\u7b97\u673a\u5e94\u7528\u7814\u7a76, 2016, 33(8): 2433-2439.<\/p>\n\n\n\n

\uff3b20\uff3d \u8d56\u82f1\u65ed, \u6768\u51ef\u7fd4, \u5218\u9759, \u7b49. \u57fa\u4e8e\u6a21\u7cca\u6d4b\u8bd5\u7684\u5de5\u63a7\u7f51\u7edc\u534f\u8bae\u6f0f\u6d1e\u6316\u6398\u65b9\u6cd5[J]. \u8ba1\u7b97\u673a\u96c6\u6210\u5236\u9020\u7cfb\u7edf, 2019, 25(9): 2265-2279.<\/p>\n\n\n\n

\uff3b21\uff3d \u9646\u803f\u8679, \u51af\u51ac\u82b9. \u57fa\u4e8e\u6539\u8fdbC-SVC \u7684\u5de5\u63a7\u7f51\u7edc\u5b89\u5168\u6001\u52bf\u611f\u77e5[J]. \u63a7\u5236\u4e0e\u51b3\u7b56, 2017, 32(7): 1223-1228.<\/p>\n\n\n\n

\uff3b22\uff3d \u6bb5\u8a60\u7a0b, \u738b\u96e8\u6674, \u674e\u6b23, \u7b49. \u57fa\u4e8e RSAR \u7684\u968f\u673a\u68ee\u6797\u7f51\u7edc\u5b89\u5168\u6001\u52bf\u8981\u7d20\u63d0\u53d6[J]. \u4fe1\u606f\u7f51\u7edc\u5b89\u5168, 2019(7): 75-81.<\/p>\n\n\n\n

\uff3b24\uff3d \u674e\u65b9\u4f1f, \u674e\u9a90, \u6731\u6c5f. \u6539\u8fdb\u7684\u57fa\u4e8e\u9690\u9a6c\u5c14\u53ef\u592b\u6a21\u578b\u7684\u6001\u52bf\u8bc4\u4f30\u65b9\u6cd5[J]. \u8ba1\u7b97\u673a\u5e94\u7528, 2017, 37(5): 1331-1334.<\/p>\n\n\n\n

\uff3b26\uff3d \u5b59\u536b\u559c. \u7528\u4e8e\u7f51\u7edc\u5b89\u5168\u6001\u52bf\u9884\u6d4b\u7684\u7c92\u5b50\u7fa4\u4e0e\u652f\u6301\u5411\u91cf\u673a\u7b97\u6cd5\u7814\u7a76[J]. \u8ba1\u7b97\u673a\u5e94\u7528\u4e0e\u8f6f\u4ef6, 2019, 36(6): 308-316.<\/p>\n\n\n\n

\uff3b27\uff3d \u4fe1\u606f\u5b89\u5168\u6280\u672f\u5de5\u4e1a\u63a7\u5236\u7cfb\u7edf\u4e13\u4e1a\u9632\u62a4\u5899\u6280\u672f\u8981\u6c42: GB\/T 37933\u20142019[S]. \u5317\u4eac: \u4e2d\u56fd\u6807\u51c6\u51fa\u7248\u793e, 2019: 9-14.<\/p>\n\n\n\n

\uff3b28\uff3d \u4fe1\u606f\u5b89\u5168\u6280\u672f\u5de5\u4e1a\u63a7\u5236\u7f51\u7edc\u5b89\u5168\u9694\u79bb\u4e0e\u4fe1\u606f\u4ea4\u6362\u7cfb\u7edf\u5b89\u5168\u6280\u672f\u8981\u6c42: GB\/T 37934\u20142019[S]. \u5317\u4eac: \u4e2d\u56fd\u6807\u51c6\u51fa\u7248\u793e, 2019: 7-11.<\/p>\n\n\n\n

\u4f5c\u8005<\/strong>\uff1a\u66fe\u536b\u4e1c\u3001\u6768\u65b0\u6c11\u3001\u5d14\u9038\u7fa4<\/p>\n","protected":false},"excerpt":{"rendered":"

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