本课程基于BookStay高拟真靶场，教你用ChatGPT与Codex进行安全日志分析、威胁检测规则编写、安全代码审查与事件响应，通过人机协同实现从AI理论到安全实战的闭环，适合安全分析师与研发人员。
原始标题：Generative AI for Cybersecurity: ChatGPT & Codex
本课程是一门将生成式人工智能（Generative AI）深度应用于网络安全一线的实战进阶指南。课程由名师 Rafał Podraza 打造，技术核心紧密围绕 ChatGPT 和 OpenAI Codex 的落地应用。为了彻底杜绝空洞的理论说教，课程引入了一个名为 BookStay 的高拟真安全训练靶场。该系统配备了完整的用户模块、订单体系、API 接口和复杂的底层代码，并在受控环境中模拟真实的黑客攻击。学员将在这套贴近企业实际生产环境的生态中，亲自动手清洗和审查海量的安全日志与系统告警，利用大模型高效捕捉异常流量，并通过 AI 辅助快速编写、优化如 Sigma 或 YARA 等威胁检测规则，实现从“AI 理论”到“安全实战”的闭环。
在安全工程落地层面，课程全面重构了传统网络安全专家的日常工作流。在开发与主动防御阶段，学员将学会利用 Codex 进行深度的安全代码审查，敏锐识别不安全的编码模式，并借助 AI 自动生成自动化安全测试用例、PoC 验证脚本和漏洞分析报告；在动态响应阶段，课程重点传授如何将 ChatGPT 转化为安全分析助理，辅助团队在面临突发安全事件时，快速制定事件响应（IR）策略、溯源攻击路径并加速漏洞修复。同时，课程强调 Human-in-the-Loop（人机协同） 的关键验证机制，指导学员如何在享受 AI 带来十倍效能提升的同时，通过人工复核确保输出结果的准确与合规，非常适合希望用 AI 武装自己的安全分析师、研发人员以及 IT 专家。
Published 10/2026
Created by Rafał Podraza
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All Levels | Genre: eLearning | Language: English | Duration: 44 Lectures ( 3h 59m ) | Size: 2.6 GB
Use ChatGPT and Codex for vulnerability analysis, threat detection, incident response, secure code review and testing.
What you’ll learn
⚡ Understand how AI supports cybersecurity work
⚡ Use ChatGPT for security analysis
⚡ Use Codex for secure code review
⚡ Analyze vulnerabilities with AI assistance
⚡ Review security logs and alerts
⚡ Support incident response activities
⚡ Generate security tests and scripts
⚡ Create and improve detection rules
⚡ Identify insecure coding patterns
⚡ Apply Human-in-the-Loop validation
Requirements
❗ Basic understanding of cybersecurity concepts
❗ No previous AI experience required
❗ Curiosity and interest in practical cybersecurity
Description
This course contains the use of artificial intelligence.
Generative AI for Cybersecurity: ChatGPT & Codex
Learn how to use Generative AI, ChatGPT, and Codex to analyze vulnerabilities, investigate security events, respond to incidents, and improve secure code.
Welcome to“Generative AI for Cybersecurity: ChatGPT & Codex” – a practical, hands-on course for cybersecurity professionals, developers, QA engineers, and IT specialists who want to understand how AI can support modern security workflows.
In this course, you’ll discover howChatGPT and Codex can assist with vulnerability analysis, security log investigation, threat detection, incident response, secure code review, security testing, and automation.
Instead of working only with theory, you will useBookStay, a realistic security training application with users, bookings, APIs, security logs, alerts, incidents, detection rules, and controlled attack simulations.
No unnecessary theory overload – the focus is onrealistic security scenarios, practical prompts, code analysis, and hands-on workflows that you can reuse in your own work.
What You’ll Learn
✨ How Generative AI can support SOC, AppSec, and Incident Response teams
✨ How to use ChatGPT and Codex effectively in cybersecurity workflows
✨ How to perform AI-assisted vulnerability analysis
✨ How to identify Broken Access Control, IDOR, Mass Assignment, and sensitive data exposure
✨ How to analyze security logs and suspicious authentication activity
✨ How to detect brute-force attempts, booking enumeration, and unauthorized access patterns
✨ How to classify and prioritize security alerts
✨ How to extract Indicators of Compromise and prepare investigation summaries
✨ How to investigate a simulated account takeover incident
✨ How to determine incident scope and business impact
✨ How to prepare containment, remediation, and root cause analysis
✨ How to create a professional post-incident report with AI assistance
✨ How to generate security log analysis scripts with Codex
✨ How to create AI-assisted detection rules
✨ How to perform secure code reviews and generate security regression tests
✨ How to refactor insecure code and validate security fixes
✨ How to protect sensitive data when working with AI
✨ How to recognize AI hallucinations, prompt injection, and AI-agent risks
✨ How to apply Human-in-the-Loop principles in cybersecurity
Hands-On BookStay Security Lab
Throughout the course, you will work with theBookStay Security Lab, where you will
✨ Analyze vulnerable API endpoints
✨ Investigate authentication and authorization problems
✨ Generate controlled security events
✨ Analyze logs with ChatGPT
✨ Investigate alerts and incidents
✨ Simulate an account takeover
✨ Perform root cause analysis
✨ Create containment and remediation plans
✨ Build detection rules
✨ Generate security tests with Codex
✨ Refactor insecure code
✨ Validate security fixes
Practical Exercises
The course also includes practical exercises where you will apply the techniques independently.
You will analyze security evidence, work with suspicious activity, review code, and make decisions based on the available data.
You will also complete anAI Security Analyst role-play, where you investigate a suspected account takeover and prepare a concise security briefing.
At the end of the course, you will complete atheoretical final exam to verify your understanding of the most important concepts.
Who this course is for
⭐ Cybersecurity professionals
⭐ SOC analysts
⭐ Anyone interested in AI-assisted security workflows
此处内容需要权限查看
会员免费查看
