Courses Generative AI for Cybersecurity Experts

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Generative AI for Cybersecurity Experts​

1000+ Prompts for GenAI Cybersecurity Tasks

What you will learn​

• Gain a strong conceptual foundation of Generative AI, including how LLMs and diffusion models function and apply to security use cases.
• Understand the difference between traditional AI and GenAI in the context of cybersecurity threat detection, prevention, and response.
• 1000+ prompts to operationalize GenAI across cybersecurity workflows.
• Learn to design effective prompts for security-specific tasks such as log analysis, incident triage, and adversarial simulation.
• Use GenAI to automate threat intelligence workflows, including parsing IOCs, summarizing OSINT, and mapping MITRE ATT&CK vectors.
• Implement GenAI to generate and customize SOAR playbooks, incident response documentation, and SIEM alert summaries.
• Simulate APT attack chains, phishing campaigns, and red team scenarios using ethically constructed GenAI prompts.
• Create compliance-ready content such as audit documentation, NIST/ISO 27001 reports, role-based policies, and CVSS assessments using GenAI.
• Understand and mitigate GenAI-specific risks such as prompt injection, model inversion, and data poisoning through secure design practices.
• Learn to implement sandboxing, access control, and audit logging for GenAI security tools and integrate them into existing pipelines.
• Explore real-world case studies including Microsoft Security Copilot and Palo Alto Cortex XSIAM,

Description​

As the cybersecurity landscape evolves, so do the tools needed to protect it. This course empowers cybersecurity professionals with the practical skills, technical insights, and strategic frameworks required to harness the power of Generative AI (GenAI) in modern defense environments. From threat detection and incident response to compliance automation and adversarial simulation, this course presents real-world applications of GenAI in a cyber context.

We begin by demystifying how large language models (LLMs) and diffusion models operate, and why GenAI is uniquely positioned to augment cybersecurity tasks compared to traditional AI systems. You will explore how GenAI is reshaping the cybersecurity ecosystem, with hands-on use cases such as auto-generating threat intelligence reports from IOC feeds, converting unstructured OSINT into structured summaries, and leveraging ChatGPT to map MITRE ATT&CK vectors.

You will master prompt engineering for cybersecurity—designing commands for log analysis, anomaly detection, triage automation, and adversarial simulation. Through labs, you'll use GenAI to parse SIEM logs, generate SOAR workflows, and simulate APT attack chains ethically and securely.

The course delves into governance and risk, addressing advanced topics like prompt injection, model inversion, and data poisoning, while introducing mitigation strategies such as sandboxing, access controls, and audit logging for secure GenAI deployment.

With case studies on Microsoft Security Copilot and Palo Alto Cortex XSIAM, you'll examine GenAI integrations with SIEM, SOAR, and EDR platforms. The capstone includes over 1000 expertly crafted GenAI prompts to supercharge cybersecurity operations—from vulnerability classification to compliance report automation.

Contents​

+---1 - Introduction to Generative AI for Cybersecurity
|       1 -Introduction.mp4
|       2 -Relevance of GenAI to the Cybersecurity Ecosystem.mp4
|       3 -Traditional AI vs. Generative AI in Cyber Defense.mp4
|       
+---10 - Building a GenAI-Supported SOC Environment
|       1 - Architecture for integrating GenAI with SIEM, SOAR, and EDR platforms.html
|       1 - Building custom LLM agents for cybersecurity.html
|       1 - End-to-end use case AI-augmented incident response pipeline.html
|       
+---11 - Real-World Case Studies
|       1 - Microsoft Security Copilot.html
|       1 - Palo Alto Cortex XSIAM GenAI integrations.html
|       
+---12 - 1000+ Prompts- Generative AI for Cybersecurity Experts
|       1 - Adversary Emulation Planning.html
|       1 - AI Hallucination Detection in Security Contexts.html
|       1 - Audit Preparation and Evidence Collection.html
|       1 - Blue Team Threat Defense Playbooks.html
|       1 - Cloud Security Incident Simulation (AWS, Azure, GCP).html
|       1 - CVSS Scoring and Justification.html
|       1 - Cyber Risk Assessment Reports.html
|       1 - Cyber Threat Landscape Updates.html
|       1 - Cybersecurity Budget Justification Prompts.html
|       1 - Data Loss Prevention (DLP) Scenario Generation.html
|       1 - DevSecOps Automation Use Cases.html
|       1 - Digital Forensics Summary Prompts.html
|       1 - DNS Anomaly Detection.html
|       1 - EDR Log Interpretation.html
|       1 - Executive Cybersecurity Briefs.html
|       1 - Firewall Rule Optimization Prompts.html
|       1 - GenAI Security Risk Modeling and Governance.html
|       1 - GenAI-Powered Compliance Gap Checks.html
|       1 - Identity and Access Management (IAM) Prompts.html
|       1 - Incident Response Reporting.html
|       1 - Insider Threat Simulation.html
|       1 - IOC Extraction and Formatting.html
|       1 - ISO 27001 and NIST Compliance Documentation.html
|       1 - Kubernetes Security Scenarios.html
|       1 - Log Analysis for Lateral Movement.html
|       1 - Malware Reverse Engineering Summaries.html
|       1 - MITRE ATT&CK Mapping and Overlay Creation.html
|       1 - Penetration Testing Prompt Generation.html
|       1 - Phishing Email Generation for Training.html
|       1 - Phishing Simulation and Analysis.html
|       1 - Prompt Injection and Mitigation.html
|       1 - Ransomware Simulation and Response.html
|       1 - Red Team Prompt Design.html
|       1 - Red-Blue Team Exercise Simulation.html
|       1 - Security Architecture Review Prompts.html
|       1 - Security Automation Recommendations.html
|       1 - Security Awareness Training Content Creation.html
|       1 - Security Controls Gap Analysis.html
|       1 - Security Interview Question Creation.html
|       1 - Security Policy Drafting.html
|       1 - SIEM Alert Summarization.html
|       1 - SIEM Rule Suggestions Based on Logs.html
|       1 - Simulation of APT Attack Chains.html
|       1 - SOAR Playbook Generation.html
|       1 - Third-Party Risk Assessment.html
|       1 - Threat Detection and Analysis.html
|       1 - Threat Intelligence Correlation.html
|       1 - User Behavior Analytics (UBA).html
|       1 - Vulnerability Scanning and Prioritization.html
|       1 - Zero Trust Architecture Planning.html
|       
+---2 - Threat Intelligence Generation Using GenAI
|       1 -Auto-generating threat intelligence reports from IOC feeds.mp4
|       2 -Converting unstructured OSINT into structured threat summaries.mp4
|       3 - Case Study Using ChatGPT to summarize MITRE ATT&CK threat vectors.html
|       
+---3 - Prompt Engineering for Cybersecurity Tasks
|       1 -Basics of Prompt Engineering for Cybersecurity.mp4
|       2 -Designing prompts for log analysis, anomaly detection, and incident reports.mp4
|       3 -Crafting reusable security prompt templates.mp4
|       
+---4 - GenAI-Powered Threat Detection & SOC Automation
|       1 -Using GenAI to parse SIEM logs and detect anomalies.mp4
|       2 -Automating playbook generation and SOAR workflows.mp4
|       3 -Auto-classification of alerts and triage documentation.mp4
|       
+---5 - Generative AI for Red Teaming and Penetration Testing
|       1 -Auto-generating phishing emails and payload templates.mp4
|       2 -Prompt-based generation of attack chains and adversarial scenarios.mp4
|       3 -Ethical considerations and safe sandboxing practices.mp4
|       4 - Case Study Auto-generating a simulated APT attack sequence.html
|       
+---6 - Automating Security Documentation with GenAI
|       1 -Auto-drafting incident response reports.mp4
|       2 -Generating compliance documents (e.g., NIST, ISO 27001).mp4
|       3 -Role-based security policies and configuration guides using GenAI.mp4
|       
+---7 - Using GenAI for Cyber Risk Assessment
|       1 -Auto-generating risk matrices and impact assessments.mp4
|       2 - Prompts for vulnerability classification (CVSS scoring).html
|       2 -Aligning GenAI insights with regulatory frameworks (e.g., GDPR, CCPA).mp4
|       
+---8 - Secure Deployment of GenAI in Cybersecurity Operations
|       1 -Preventing data leakage from GenAI tools.mp4
|       2 -Sandboxing and API-based secure interaction with GenAI.mp4
|       3 -Managing access control and audit logging in GenAI pipelines.mp4
|       
\---9 - Security Risks of Using GenAI
        1 - Prompt Injection, Model Inversion, and Data Poisoning Risks.html
        1 -How attackers may exploit GenAI-enabled systems.mp4
        2 - Case Study Prompt injection in security chatbots and its mitigation.html

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