Course Overview
This practical, hands-on course teaches cybersecurity professionals, developers, QA engineers, and IT specialists how to use Generative AI tools like ChatGPT and Codex to enhance security workflows. Students will learn to apply AI for vulnerability analysis, threat detection, incident response, secure code review, security testing, and automation using a realistic security training application called BookStay.
The course emphasizes realistic security scenarios, practical prompts, code analysis, and workflows that can be reused in professional environments, focusing on AI-assisted security tasks without unnecessary theoretical overload.
Key Takeaways
- Understand how Generative AI supports SOC, AppSec, and Incident Response teams
- Use ChatGPT and Codex effectively for security analysis and secure code review
- Perform AI-assisted vulnerability analysis and identify common security issues like Broken Access Control, IDOR, and Mass Assignment
- Analyze security logs, detect suspicious activities, and classify security alerts
- Investigate incidents, determine scope and impact, and prepare containment and remediation plans
- Create security log analysis scripts and AI-assisted detection rules
- Generate security tests, refactor insecure code, and validate fixes
- Protect sensitive data and recognize AI hallucinations, prompt injection, and AI-agent risks
- Apply Human-in-the-Loop principles for responsible AI use in cybersecurity
Prerequisites
- Basic understanding of cybersecurity concepts
- No previous AI experience required
- Curiosity and interest in practical cybersecurity
Target Learners
- Cybersecurity professionals seeking to integrate Generative AI into daily security work
- SOC analysts interested in AI-assisted log and alert analysis
- AppSec engineers and developers performing secure code reviews
- QA and automation engineers focused on security testing
- Incident Response professionals aiming to improve investigation workflows
- IT professionals interested in practical AI applications in cybersecurity
- Beginners wanting to understand how ChatGPT and Codex support security tasks
About instructor
1:00
How AI Supports SOC, AppSec, and Incident Response Teams
6:42
ChatGPT vs Codex in Security Workflows
2:44
Configure ChatGPT and Codex for the Course
6:30
Key Use Cases, Limitations, and Human Validation
6:06
Download and Run the BookStay Application
5:20
Explore the Customer and Admin Experience
4:55
Understand the Application and Security Architecture
5:12
Perform an Initial Threat Analysis with AI
5:58
Provide Effective Context to ChatGPT and Codex
9:27
Perform an AI-Assisted Security Assessment
10:43
Analyze API Source Code with Codex
10:15
Identify Broken Access Control and IDOR Vulnerabilities
6:55
Review Authentication and Authorization
8:16
Detect Excessive Data Exposure and Unsafe Input Handling
15:15
Assess Vulnerability Risk
5:32
Generate Remediation Recommendations
5:54
Fix a Vulnerability with Codex
3:10
Validate the Security Fix
10:04
Generate Security Events with the BookStay Simulator
7:06
Analyze Security Logs with ChatGPT
4:41
Detect Brute-Force and Suspicious Login Activity
3:48
Identify Booking Enumeration and Unauthorized Access Patterns
9:31
Classify and Prioritize Security Alerts
4:33
Extract Indicators of Compromise
3:38
Generate an Investigation Summary
2:32
Simulate an Account Takeover Incident
2:49
Analyze the Incident Timeline
4:01
Determine Scope and Business Impact
4:55
Prioritize Response Actions
3:01
Generate Containment and Remediation Actions
2:38
Perform Root Cause Analysis with AI
2:10
Create a Post-Incident Report
2:05
Generate a Security Log Analysis Script with Codex
5:30
Create AI-Assisted Detection Rules
6:56
Perform a Secure Code Review with Codex
2:54
Identify Mass Assignment and Sensitive Logging Risks
3:54
Generate Security Tests
3:54
Refactor Insecure Code
2:50
Protect and Redact Sensitive Data
8:45
Recognize AI Hallucinations in Security Analysis
5:25
Prompt Injection and AI Agent Risks
5:36
Human-in-the-Loop and Responsible AI
6:01
Practical Exercise 1: AI-Assisted Security Assessment
Practical Exercise 2: Security Log Investigation and Detection
Investigating a Suspected Account Takeover
Complete the Theoretical Exam
Course Summary
0:33
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Free
Course files
1 file package
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Full Pack
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