{"id":100,"date":"2026-06-03T02:53:19","date_gmt":"2026-06-03T02:53:19","guid":{"rendered":"https:\/\/blog.joezhou.top\/devsecops\/"},"modified":"2026-06-22T23:40:27","modified_gmt":"2026-06-22T15:40:27","slug":"devsecops","status":"publish","type":"post","link":"https:\/\/www.joezhou.top\/?p=100","title":{"rendered":"DevSecOps \u5b9e\u8df5\u6307\u5357\uff1a\u5c06\u5b89\u5168\u878d\u5165\u8f6f\u4ef6\u4ea4\u4ed8\u5168\u751f\u547d\u5468\u671f"},"content":{"rendered":"

\u5f15\u8a00<\/h2>\n

\u4f20\u7edf\u7684\u5b89\u5168\u6d4b\u8bd5\u5f80\u5f80\u5728\u8f6f\u4ef6\u5f00\u53d1\u7684\u6700\u540e\u9636\u6bb5\u8fdb\u884c\uff0c\u53d1\u73b0\u95ee\u9898\u65f6\u4fee\u590d\u6210\u672c\u9ad8\u6602\u3002DevSecOps \u5c06\u5b89\u5168\u5de6\u79fb\uff08Shift Left\uff09\uff0c\u5728\u9700\u6c42\u3001\u8bbe\u8ba1\u3001\u7f16\u7801\u3001\u6d4b\u8bd5\u3001\u90e8\u7f72\u7684\u6bcf\u4e2a\u73af\u8282\u5d4c\u5165\u5b89\u5168\u63a7\u5236\uff0c\u5b9e\u73b0\u5b89\u5168\u4e0e\u5f00\u53d1\u6548\u7387\u7684\u5e73\u8861\u3002<\/p>\n

\u672c\u6587\u4ece\u5b9e\u8df5\u89d2\u5ea6\u51fa\u53d1\uff0c\u4ecb\u7ecd DevSecOps \u7684\u6838\u5fc3\u539f\u5219\u3001\u5de5\u5177\u94fe\u548c\u5b9e\u65bd\u8def\u5f84\uff0c\u5e2e\u52a9\u4f01\u4e1a\u6784\u5efa\u53ef\u6301\u7eed\u7684\u5b89\u5168\u4ea4\u4ed8\u80fd\u529b\u3002<\/p>\n

\u4e00\u3001DevSecOps \u7684\u6838\u5fc3\u539f\u5219<\/h2>\n

1.1 \u5b89\u5168\u4eba\u4eba\u6709\u8d23<\/h3>\n

\u5b89\u5168\u4e0d\u518d\u662f\u5b89\u5168\u56e2\u961f\u7684\u4e13\u5c5e\u804c\u8d23\uff0c\u5f00\u53d1\u4eba\u5458\u9700\u8981\u5177\u5907\u57fa\u672c\u7684\u5b89\u5168\u610f\u8bc6\u548c\u7f16\u7801\u80fd\u529b\u3002\u7ec4\u7ec7\u5e94\u5efa\u7acb\u5b89\u5168\u57f9\u8bad\u4f53\u7cfb\uff0c\u5c06\u5b89\u5168\u7f16\u7801\u89c4\u8303\u7eb3\u5165\u5f00\u53d1\u4eba\u5458\u7684\u6280\u80fd\u77e9\u9635\u3002<\/p>\n

1.2 \u81ea\u52a8\u5316\u4f18\u5148<\/h3>\n

\u624b\u52a8\u5b89\u5168\u6d4b\u8bd5\u65e0\u6cd5\u8ddf\u4e0a\u6301\u7eed\u4ea4\u4ed8\u7684\u8282\u594f\u3002\u4ee3\u7801\u63d0\u4ea4\u65f6\u7684\u9759\u6001\u626b\u63cf\u3001\u6784\u5efa\u65f6\u7684\u4f9d\u8d56\u68c0\u67e5\u3001\u90e8\u7f72\u65f6\u7684\u6f0f\u6d1e\u9a8c\u8bc1\u90fd\u5e94\u81ea\u52a8\u5316\u6267\u884c\u3002<\/p>\n

1.3 \u5de6\u79fb\u4e0e\u53f3\u79fb\u7ed3\u5408<\/h3>\n

\u5de6\u79fb\uff08Shift Left\uff09\u6307\u5728\u5f00\u53d1\u65e9\u671f\u53d1\u73b0\u5b89\u5168\u95ee\u9898\uff1b\u53f3\u79fb\uff08Shift Right\uff09\u6307\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u6301\u7eed\u76d1\u63a7\u5b89\u5168\u6001\u52bf\u3002\u4e24\u8005\u7ed3\u5408\u624d\u80fd\u5b9e\u73b0\u5168\u751f\u547d\u5468\u671f\u8986\u76d6\u3002<\/p>\n

1.4 \u98ce\u9669\u9a71\u52a8<\/h3>\n

\u4e0d\u662f\u6240\u6709\u6f0f\u6d1e\u90fd\u9700\u8981\u7acb\u5373\u4fee\u590d\u3002\u57fa\u4e8e\u4e1a\u52a1\u5f71\u54cd\u548c\u53ef\u5229\u7528\u6027\u8fdb\u884c\u98ce\u9669\u5206\u7ea7\uff0c\u4f18\u5148\u5904\u7406\u9ad8\u5371\u6f0f\u6d1e\uff0c\u907f\u514d\u5b89\u5168\u56e2\u961f\u6210\u4e3a\u4ea4\u4ed8\u74f6\u9888\u3002<\/p>\n

\u4e8c\u3001DevSecOps \u5de5\u5177\u94fe\u5168\u666f<\/h2>\n

2.1 \u4ee3\u7801\u5b89\u5168\u626b\u63cf\uff08SAST\uff09<\/h3>\n

\u9759\u6001\u5e94\u7528\u5b89\u5168\u6d4b\u8bd5\uff08SAST\uff09\u5728\u4e0d\u8fd0\u884c\u4ee3\u7801\u7684\u60c5\u51b5\u4e0b\u5206\u6790\u6e90\u4ee3\u7801\u4e2d\u7684\u5b89\u5168\u6f0f\u6d1e\u3002\u5e38\u89c1\u5de5\u5177\u5305\u62ec SonarQube\u3001Checkmarx\u3001Fortify \u7b49\u3002<\/p>\n

\u5b9e\u65bd\u8981\u70b9\uff1a<\/strong>
\n– \u96c6\u6210\u5230 CI\/CD \u6d41\u6c34\u7ebf\uff0c\u6bcf\u6b21\u4ee3\u7801\u63d0\u4ea4\u81ea\u52a8\u89e6\u53d1\u626b\u63cf
\n– \u8bbe\u7f6e\u8d28\u91cf\u95e8\u7981\uff08Quality Gate\uff09\uff0c\u9ad8\u5371\u6f0f\u6d1e\u963b\u65ad\u5408\u5e76
\n– \u5efa\u7acb\u6f0f\u6d1e\u57fa\u7ebf\uff0c\u65b0\u5f15\u5165\u7684\u6f0f\u6d1e\u5fc5\u987b\u6e05\u96f6\uff0c\u5386\u53f2\u6f0f\u6d1e\u9010\u6b65\u6d88\u5316<\/p>\n

2.2 \u4f9d\u8d56\u5b89\u5168\u626b\u63cf\uff08SCA\uff09<\/h3>\n

\u8f6f\u4ef6\u6210\u5206\u5206\u6790\uff08SCA\uff09\u68c0\u6d4b\u5f00\u6e90\u7ec4\u4ef6\u7684\u5df2\u77e5\u6f0f\u6d1e\u3002\u73b0\u4ee3\u5e94\u7528 80% \u4ee5\u4e0a\u7684\u4ee3\u7801\u6765\u81ea\u5f00\u6e90\u4f9d\u8d56\uff0cSCA \u662f\u4f9b\u5e94\u94fe\u5b89\u5168\u7684\u7b2c\u4e00\u9053\u9632\u7ebf\u3002<\/p>\n

\u5b9e\u65bd\u8981\u70b9\uff1a<\/strong>
\n– \u7ef4\u62a4\u51c6\u786e\u7684\u8f6f\u4ef6\u7269\u6599\u6e05\u5355\uff08SBOM\uff09
\n– \u8ba2\u9605 CVE \u6f0f\u6d1e\u60c5\u62a5\uff0c\u9ad8\u5371\u6f0f\u6d1e 24 \u5c0f\u65f6\u5185\u54cd\u5e94
\n– \u5236\u5b9a\u4f9d\u8d56\u5347\u7ea7\u7b56\u7565\uff0c\u5e73\u8861\u5b89\u5168\u4fee\u590d\u4e0e\u517c\u5bb9\u6027\u98ce\u9669<\/p>\n

2.3 \u52a8\u6001\u5b89\u5168\u6d4b\u8bd5\uff08DAST\uff09<\/h3>\n

\u5728\u8fd0\u884c\u4e2d\u7684\u5e94\u7528\u4e0a\u8fdb\u884c\u6e17\u900f\u6d4b\u8bd5\uff0c\u53d1\u73b0\u8fd0\u884c\u65f6\u624d\u80fd\u66b4\u9732\u7684\u6f0f\u6d1e\u3002DAST \u5de5\u5177\u5982 OWASP ZAP\u3001Burp Suite \u7b49\u3002<\/p>\n

\u5b9e\u65bd\u8981\u70b9\uff1a<\/strong>
\n– \u5728\u9884\u53d1\u5e03\u73af\u5883\u6267\u884c DAST\uff0c\u907f\u514d\u5f71\u54cd\u751f\u4ea7
\n– \u4e0e API \u5b89\u5168\u6d4b\u8bd5\u7ed3\u5408\uff0c\u8986\u76d6 REST\/GraphQL \u63a5\u53e3
\n– \u5c06\u53d1\u73b0\u7684\u95ee\u9898\u81ea\u52a8\u521b\u5efa\u5de5\u5355\uff0c\u8ddf\u8e2a\u4fee\u590d\u95ed\u73af<\/p>\n

2.4 \u5bb9\u5668\u4e0e\u4e91\u5b89\u5168<\/h3>\n

\u5bb9\u5668\u955c\u50cf\u626b\u63cf\uff08Trivy\u3001Clair\uff09\u3001\u8fd0\u884c\u65f6\u5b89\u5168\uff08Falco\uff09\u3001\u4e91\u914d\u7f6e\u68c0\u67e5\uff08Prowler\u3001ScoutSuite\uff09\u6784\u6210\u4e91\u539f\u751f\u5b89\u5168\u7684\u5de5\u5177\u77e9\u9635\u3002<\/p>\n

\u5b9e\u65bd\u8981\u70b9\uff1a<\/strong>
\n– \u955c\u50cf\u6784\u5efa\u65f6\u626b\u63cf\uff0c\u6f0f\u6d1e\u955c\u50cf\u7981\u6b62\u63a8\u9001\u5230\u4ed3\u5e93
\n– Kubernetes \u5b89\u5168\u7b56\u7565\uff08Pod Security Standards\u3001NetworkPolicy\uff09\u5f3a\u5236\u6267\u884c
\n– \u4e91\u8d44\u6e90 Terraform\/CloudFormation \u6a21\u677f\u5728\u90e8\u7f72\u524d\u8fdb\u884c\u5408\u89c4\u68c0\u67e5<\/p>\n

2.5 \u5bc6\u94a5\u7ba1\u7406<\/h3>\n

\u4ee3\u7801\u4ed3\u5e93\u4e2d\u786c\u7f16\u7801\u7684\u5bc6\u94a5\u662f\u6570\u636e\u6cc4\u9732\u7684\u4e3b\u8981\u539f\u56e0\u4e4b\u4e00\u3002\u5e94\u4f7f\u7528 HashiCorp Vault\u3001AWS Secrets Manager \u7b49\u5de5\u5177\u8fdb\u884c\u96c6\u4e2d\u5316\u5bc6\u94a5\u7ba1\u7406\u3002<\/p>\n

\u5b9e\u65bd\u8981\u70b9\uff1a<\/strong>
\n– \u4f7f\u7528 git-secrets\u3001gitleaks \u7b49\u5de5\u5177\u626b\u63cf\u4ee3\u7801\u4ed3\u5e93\u4e2d\u7684\u654f\u611f\u4fe1\u606f
\n– \u5e94\u7528\u7a0b\u5e8f\u901a\u8fc7\u73af\u5883\u53d8\u91cf\u6216\u5b89\u5168 API \u83b7\u53d6\u5bc6\u94a5\uff0c\u7981\u6b62\u786c\u7f16\u7801
\n– \u5bc6\u94a5\u5b9a\u671f\u8f6e\u6362\uff0c\u79bb\u804c\u4eba\u5458\u6743\u9650\u5373\u65f6\u56de\u6536<\/p>\n

\u4e09\u3001DevSecOps \u5b9e\u65bd\u8def\u5f84<\/h2>\n

3.1 \u7b2c\u4e00\u9636\u6bb5\uff1a\u5efa\u7acb\u5b89\u5168\u57fa\u7ebf\uff081-3 \u4e2a\u6708\uff09<\/h3>\n
    \n
  • \u68b3\u7406\u5f53\u524d\u8f6f\u4ef6\u4ea4\u4ed8\u6d41\u7a0b\uff0c\u8bc6\u522b\u5b89\u5168\u77ed\u677f<\/li>\n
  • \u5f15\u5165 SAST \u548c SCA \u5de5\u5177\uff0c\u96c6\u6210\u5230 CI\/CD<\/li>\n
  • \u5efa\u7acb\u6f0f\u6d1e\u5206\u7ea7\u6807\u51c6\u548c\u54cd\u5e94 SLA<\/li>\n<\/ul>\n

    3.2 \u7b2c\u4e8c\u9636\u6bb5\uff1a\u81ea\u52a8\u5316\u6269\u5c55\uff083-6 \u4e2a\u6708\uff09<\/h3>\n
      \n
    • \u90e8\u7f72 DAST \u548c\u5bb9\u5668\u5b89\u5168\u626b\u63cf<\/li>\n
    • \u5efa\u7acb\u5b89\u5168\u95e8\u7981\uff0c\u963b\u65ad\u9ad8\u5371\u6f0f\u6d1e\u8fdb\u5165\u751f\u4ea7<\/li>\n
    • \u8f93\u51fa\u8f6f\u4ef6\u7269\u6599\u6e05\u5355\uff08SBOM\uff09\uff0c\u6ee1\u8db3\u4f9b\u5e94\u94fe\u5b89\u5168\u8981\u6c42<\/li>\n<\/ul>\n

      3.3 \u7b2c\u4e09\u9636\u6bb5\uff1a\u6301\u7eed\u4f18\u5316\uff086-12 \u4e2a\u6708\uff09<\/h3>\n
        \n
      • \u5f15\u5165\u5a01\u80c1\u5efa\u6a21\uff08STRIDE\u3001Attack Trees\uff09<\/li>\n
      • \u5efa\u7acb\u5b89\u5168\u5ea6\u91cf\u4f53\u7cfb\uff08\u6f0f\u6d1e\u53d1\u73b0\u7387\u3001\u4fee\u590d\u65f6\u6548\u3001\u590d\u53d1\u7387\uff09<\/li>\n
      • \u5c06\u5b89\u5168\u8981\u6c42\u7eb3\u5165\u9700\u6c42\u7ba1\u7406\u548c\u67b6\u6784\u8bc4\u5ba1<\/li>\n<\/ul>\n

        \u56db\u3001\u5e38\u89c1\u6311\u6218\u4e0e\u5e94\u5bf9<\/h2>\n

        4.1 \u5f00\u53d1\u4eba\u5458\u62b5\u89e6<\/h3>\n

        \u95ee\u9898\uff1a<\/strong> \u5b89\u5168\u626b\u63cf\u9891\u7e41\u62a5\u9519\uff0c\u5f00\u53d1\u4eba\u5458\u8ba4\u4e3a\u5f71\u54cd\u6548\u7387\u3002
        \n\u5e94\u5bf9\uff1a<\/strong> \u51cf\u5c11\u8bef\u62a5\uff08\u8c03\u6574\u89c4\u5219\u96c6\uff09\uff0c\u63d0\u4f9b\u4fee\u590d\u6307\u5bfc\uff08Remediation Advice\uff09\uff0c\u5c06\u5b89\u5168\u5de5\u5177\u5b9a\u4f4d\u4e3a\u8f85\u52a9\u800c\u975e\u963b\u65ad\u3002<\/p>\n

        4.2 \u9057\u7559\u7cfb\u7edf\u96be\u4ee5\u626b\u63cf<\/h3>\n

        \u95ee\u9898\uff1a<\/strong> \u8001\u65e7\u7cfb\u7edf\u7f3a\u4e4f\u6d4b\u8bd5\u73af\u5883\uff0c\u65e0\u6cd5\u96c6\u6210\u73b0\u4ee3\u5b89\u5168\u5de5\u5177\u3002
        \n\u5e94\u5bf9\uff1a<\/strong> \u5bf9\u9057\u7559\u7cfb\u7edf\u91c7\u7528\u5916\u56f4\u9632\u62a4\uff08WAF\u3001API \u7f51\u5173\uff09\uff0c\u65b0\u7cfb\u7edf\u4e25\u683c\u6267\u884c DevSecOps\uff0c\u9010\u6b65\u66ff\u6362\u3002<\/p>\n

        4.3 \u5b89\u5168\u4e0e\u4e1a\u52a1\u8282\u594f\u51b2\u7a81<\/h3>\n

        \u95ee\u9898\uff1a<\/strong> \u7d27\u6025\u4e1a\u52a1\u9700\u6c42\u9700\u8981\u5feb\u901f\u4e0a\u7ebf\uff0c\u5b89\u5168\u6d4b\u8bd5\u6210\u4e3a\u74f6\u9888\u3002
        \n\u5e94\u5bf9\uff1a<\/strong> \u5efa\u7acb\u5feb\u901f\u901a\u9053\uff08Fast Track\uff09\uff0c\u5bf9\u4f4e\u98ce\u9669\u53d8\u66f4\u7b80\u5316\u5b89\u5168\u5ba1\u67e5\uff0c\u9ad8\u98ce\u9669\u53d8\u66f4\u5f3a\u5236\u5b8c\u6574\u6d4b\u8bd5\u3002<\/p>\n

        \u4e94\u3001\u5ea6\u91cf\u6307\u6807\u5efa\u8bae<\/h2>\n\n\n\n\n\n\n\n\n\n
        \u6307\u6807<\/th>\n\u8bf4\u660e<\/th>\n\u76ee\u6807\u503c<\/th>\n<\/tr>\n<\/thead>\n
        \u6f0f\u6d1e\u5e73\u5747\u53d1\u73b0\u65f6\u95f4<\/td>\n\u4ece\u4ee3\u7801\u63d0\u4ea4\u5230\u53d1\u73b0\u6f0f\u6d1e<\/td>\n< 1 \u5c0f\u65f6<\/td>\n<\/tr>\n
        \u9ad8\u5371\u6f0f\u6d1e\u4fee\u590d\u65f6\u6548<\/td>\n\u4ece\u53d1\u73b0\u5230\u4fee\u590d\u4e0a\u7ebf<\/td>\n< 7 \u5929<\/td>\n<\/tr>\n
        \u5b89\u5168\u6d4b\u8bd5\u8986\u76d6\u7387<\/td>\n\u7eb3\u5165\u626b\u63cf\u7684\u4ee3\u7801\/\u5e94\u7528\u6bd4\u4f8b<\/td>\n> 90%<\/td>\n<\/tr>\n
        \u8bef\u62a5\u7387<\/td>\n\u975e\u771f\u5b9e\u6f0f\u6d1e\u7684\u62a5\u544a\u6bd4\u4f8b<\/td>\n< 20%<\/td>\n<\/tr>\n
        \u5b89\u5168\u57f9\u8bad\u8986\u76d6\u7387<\/td>\n\u63a5\u53d7\u5b89\u5168\u57f9\u8bad\u7684\u5f00\u53d1\u4eba\u5458\u6bd4\u4f8b<\/td>\n100%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u7ed3\u8bed<\/h2>\n

        DevSecOps \u4e0d\u662f\u7b80\u5355\u7684\u5de5\u5177\u5806\u780c\uff0c\u800c\u662f\u7ec4\u7ec7\u6587\u5316\u548c\u6d41\u7a0b\u7684\u7cfb\u7edf\u6027\u53d8\u9769\u3002\u6210\u529f\u7684 DevSecOps \u5b9e\u8df5\u9700\u8981\u5b89\u5168\u56e2\u961f\u4ece\u3010\u5b88\u95e8\u4eba\u3011\u8f6c\u53d8\u4e3a\u3010\u8d4b\u80fd\u8005\u3011\uff0c\u5e2e\u52a9\u5f00\u53d1\u56e2\u961f\u5728\u4fdd\u6301\u901f\u5ea6\u7684\u540c\u65f6\u4ea4\u4ed8\u5b89\u5168\u7684\u8f6f\u4ef6\u3002<\/p>\n

        \u5bf9\u4e8e\u6b63\u5728\u63a8\u8fdb\u6570\u5b57\u5316\u8f6c\u578b\u7684\u4f01\u4e1a\uff0cDevSecOps \u80fd\u529b\u5c06\u6210\u4e3a\u6838\u5fc3\u7ade\u4e89\u529b\u4e4b\u4e00\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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