--- 格式版本: 2 标题: "Codex Security | ChatGPT Learn" 原文链接: "https://developers.openai.com/codex/security" 发布日期: "2026-08-16" 发布时间校准状态: "found" 发布时间需复核: "否" 发布时间来源: "rule:local:strict_original_body" 发布时间证据: "Published Time: Sun, 16 Aug 2026 07:23:59 GMT" 发布时间校准原因: "规则确认唯一严格发布时间，来源 local:strict_original_body" 发布时间校准置信度: "high" 发布时间候选数量: 4 发布时间严格候选数量: 1 发布时间原页读取状态: "source template page reused from URL open" 发布时间未找到原因: "" 发布时间校准时间: "2026-08-17T00:07:59+08:00" 发布时间仲裁状态: "skipped" 发布时间仲裁尝试次数: 0 发布时间仲裁耗时毫秒: 0 发现时间: "2026-08-16T23:54:06+08:00" 入库时间: "2026-08-16T16:07:59.661Z" 来源平台: "固定入口" 搜索渠道: "fixed_url" 搜索词: "https://developers.openai.com/blog" 匹配关键词: - "deployment" - "performance" - "latency" - "throughput" - "AI" 相关厂家: - "OpenAI" - "Microsoft" - "AWS" - "Google" - "Oracle" 相关专家: [] 内容类型: "网页" 抓取工具: "Jina Reader" 清洗工具: "Jina Reader Markdown + Defuddle/Readability 正文提取" 原始附件: [] AI优质: "否" AI打分: 13 AI分档: "非优质" AI质检状态: "不通过" AI打分理由: "正文为OpenAI API文档导航页，全程无超节点/AI Rack/机柜级AI基础设施、供电、散热、互连或量产落地等任何相关技术或商业内容，完全不相关。" AI质检模型: "ali-deepseek-v4-flash" AI质检时间: "2026-08-17T00:08:04+08:00" AI主题相关性: 0 AI来源权威性: 10 AI新颖性: 0 AI技术细节: 0 AI商业部署信号: 0 AI完整性: 3 AI摘要: "该页面是 OpenAI 开发者文档中 Codex Security 栏目的导航页，正文未提供具体安全机制或操作说明，仅罗列 API、Codex、ChatGPT 等文档目录入口，实际信息需进一步点击对应文档获取。" AI摘要模型: "ali-deepseek-v4-flash" AI摘要时间: "2026-09-07T03:28:55.179Z" 采集批次: "2026年8月16日20点37分10秒" 采集批次ID: "20260816-203710-016" 去重键: "https://developers.openai.com/codex/security" --- Title: Codex Security | ChatGPT Learn URL Source: https://developers.openai.com/codex/security Published Time: Sun, 16 Aug 2026 07:23:59 GMT Markdown Content: For the complete documentation index, see [llms.txt](https://developers.openai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to the page URL. 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security](https://developers.openai.com/codex/agent-approvals-security) * [Internet access](https://developers.openai.com/codex/cloud/internet-access) ### Codex Security * [Overview](https://developers.openai.com/codex/security) * Codex Security plugin * [Quickstart](https://developers.openai.com/codex/security/plugin) * [Run a security scan](https://developers.openai.com/codex/security/plugin/scans) * [Run a deep scan](https://developers.openai.com/codex/security/plugin/deep-scans) * [Review code changes](https://developers.openai.com/codex/security/plugin/code-changes) * [Use the Security workbench](https://developers.openai.com/codex/security/plugin/workbench) * [Triage a backlog](https://developers.openai.com/codex/security/plugin/triage-backlog) * [Fix findings](https://developers.openai.com/codex/security/plugin/fix-findings) * [Propose security hardening](https://developers.openai.com/codex/security/plugin/security-hardening) * [Write vulnerability reports](https://developers.openai.com/codex/security/plugin/vulnerability-reports) * [Export and track findings](https://developers.openai.com/codex/security/plugin/export-findings) * [Changelog](https://developers.openai.com/codex/security/plugin/changelog) * Codex Security CLI * [Quickstart](https://developers.openai.com/codex/security/cli) * [Run bulk scans](https://developers.openai.com/codex/security/cli/bulk-scans) * [Run scans in CI](https://developers.openai.com/codex/security/cli/ci) * [Reference](https://developers.openai.com/codex/security/cli/reference) * [FAQ](https://developers.openai.com/codex/security/cli/faq) * [TypeScript SDK](https://developers.openai.com/codex/security/sdk) * Codex Security cloud * [Setup](https://developers.openai.com/codex/security/setup) * [Security Review](https://developers.openai.com/codex/security/security-review) * [Improving the threat model](https://developers.openai.com/codex/security/threat-model) * [FAQ](https://developers.openai.com/codex/security/faq) ### Cyber safety * [Models & Trusted Access](https://developers.openai.com/codex/cyber-safety) * [Recommended configuration](https://developers.openai.com/codex/cyber-safety/recommended-configuration) Copy Page # Codex Security Find and remediate vulnerabilities with the Codex Security plugin, CLI, TypeScript SDK, or cloud. Copy Page Codex Security is an application security agent that helps security and engineering teams find, confirm, and fix vulnerabilities. Use it in Codex, from your terminal, through the TypeScript SDK, or with connected GitHub repositories. [Install plugin in ChatGPT](https://chatgpt.com/plugins/share/676aca3811d54fa7bcdef5255236b3c4) For a prescriptive first local scan, start with the [Codex Security plugin quickstart](https://developers.openai.com/codex/security/plugin). ## Use Codex Security in the desktop app Install and enable the Codex Security plugin to open **Security** in the desktop-app sidebar. The Security workbench keeps your scans, findings, and repositories in one place while Codex runs each scan in a task. * Use **Scans** to start scans, follow their progress, and review saved results. * Use **Findings** to inspect issues and evidence across completed scans. * Use **Repositories** to review repository history and open findings. See [Use the Security workbench](https://developers.openai.com/codex/security/plugin/workbench) for the complete desktop-app workflow. ### Explore plugin use cases * [Run a security scan](https://developers.openai.com/codex/security/plugin/scans) for a repository or one scoped folder. * [Run a deep security scan](https://developers.openai.com/codex/security/plugin/deep-scans) when you need broader review and can wait longer for it to finish. * [Review code changes](https://developers.openai.com/codex/security/plugin/code-changes) before you merge a pull request or branch. * [Triage a backlog](https://developers.openai.com/codex/security/plugin/triage-backlog) when you have existing security findings to review. * [Fix and verify findings](https://developers.openai.com/codex/security/plugin/fix-findings) with bounded patches for approved findings. * [Export or track findings](https://developers.openai.com/codex/security/plugin/export-findings) as portable artifacts or approval-gated tracking destinations. * [Write vulnerability reports](https://developers.openai.com/codex/security/plugin/vulnerability-reports) from supplied findings, disclosure notes, source, and PoCs. * [Propose security hardening](https://developers.openai.com/codex/security/plugin/security-hardening) from scan results or other security evidence. * [See what’s new](https://developers.openai.com/codex/security/plugin/changelog) in the Codex Security plugin. The desktop Security workbench and Codex CLI use the Codex Security plugin. Codex Security cloud scans connected GitHub repositories through Codex cloud. For Codex sandboxing, approvals, network controls, and admin settings, see [Agent approvals & security](https://developers.openai.com/codex/agent-approvals-security). ## Codex Security CLI and SDK The CLI and TypeScript SDK are available as the public [`@openai/codex-security`](https://github.com/openai/codex-security) package. Run the CLI with `npx`: `npx @openai/codex-security --help` Running scans requires Codex Security access. For best results, use an account verified for [Trusted Access for Cyber](https://chatgpt.com/cyber). Use the same scanner as the plugin across repositories and over time. The CLI discovers GitHub repositories, resumes bulk scans, tracks findings across scans, and records false-positive feedback. Add your architecture and security policies, set an estimated cost limit, or run checks in CI and before commits. Use the TypeScript SDK to build scanning, progress reporting, and cost controls into an application or developer tool. * [Start with the CLI quickstart](https://developers.openai.com/codex/security/cli) to set up the CLI, preflight a repository, and run a local scan. * [Run bulk security scans](https://developers.openai.com/codex/security/cli/bulk-scans) to discover GitHub repositories or run a resumable campaign from a CSV inventory. * [Run scans in CI](https://developers.openai.com/codex/security/cli/ci) to review pull-request changes, preserve artifacts, upload SARIF, and set a severity policy. * [Read the CLI FAQ](https://developers.openai.com/codex/security/cli/faq) for answers about scan history, false-positive feedback, coverage, and fix verification. * [Use the CLI reference](https://developers.openai.com/codex/security/cli/reference) to check supported commands, flags, output formats, artifacts, and exit codes. * [Integrate the TypeScript SDK](https://developers.openai.com/codex/security/sdk) to select targets, inspect results, track progress, and cancel scans from code. ## Codex Security cloud Codex Security cloud is currently in research preview. It scans connected GitHub repositories for likely security issues. It helps teams: 1. **Find likely vulnerabilities** by using a repo-specific threat model and real code context. 2. **Reduce noise** by validating findings before you review them. 3. **Move findings toward fixes** with ranked results, evidence, and suggested patch options. ## How Codex Security cloud works Codex Security scans connected repositories commit by commit. It builds scan context from your repo, checks likely vulnerabilities against that context, and validates high-signal issues in an isolated environment before surfacing them. You get a workflow focused on: * repo-specific context instead of generic signatures * validation evidence that helps reduce false positives * suggested fixes you can review in GitHub ## Codex Security cloud access and prerequisites Codex Security cloud works with connected GitHub repositories through Codex cloud. If a repository isn’t visible, confirm the repository is available in your Codex cloud workspace or contact your OpenAI account team. ## Related docs * [Codex Security plugin quickstart](https://developers.openai.com/codex/security/plugin) walks through installation and a first local scan. * [Security workbench](https://developers.openai.com/codex/security/plugin/workbench) explains saved scans, findings, repositories, and scan activity in the desktop app. * [Codex Security CLI quickstart](https://developers.openai.com/codex/security/cli) walks through setup, preflight, and a first terminal scan. * [Run bulk security scans](https://developers.openai.com/codex/security/cli/bulk-scans) explains GitHub discovery, CSV inventories, campaign results, and resume behavior. * [Codex Security CLI FAQ](https://developers.openai.com/codex/security/cli/faq) answers common questions about scans, findings, coverage, and costs. * [Codex Security TypeScript SDK](https://developers.openai.com/codex/security/sdk) explains how to run scans from an application or developer tool. * [Codex Security cloud setup](https://developers.openai.com/codex/security/setup) details setup, scanning, and findings review. * [Security Review](https://developers.openai.com/codex/security/security-review) explains how to run in-depth security reviews on GitHub pull requests. * [Improving the threat model](https://developers.openai.com/codex/security/threat-model) explains how to tune scope, entry points, and criticality assumptions. * [Codex Security cloud FAQ](https://developers.openai.com/codex/security/faq) covers common cloud product questions. 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