IA para Ciberseguridad con ChatGPT: Automatiza la Defensa de Seguridad

Resumen

Master Cyber Security with AI and ChatGPT - Learn to Boost Threat Detection & Incident Response with GenAI Automation What you'll learn:

Develop a deep understanding of core concepts and proven strategies for seamlessly incorporating generative AI into cybersecurity practicesLearn how to set up and configure a fully functional cybersecurity lab in Azure, including resource provisioning and environment configurationDiscover how to infuse your SIEM environment with OpenAI ChatGPT for enriched security alerts, automated analysis and faster incident response.Understand how to generate, manage, and securely use ChatGPT API keys to integrate AI into your cybersecurity workflowMaster the configuration of Azure services to enable seamless integration of AI tools for automated cybersecurity defensesGain hands-on experience in deploying Microsoft Sentinel, setting it up for optimal performance, and integrating its AI-driven threat detection capabilitiesLearn to create Logic Apps that serve as the backbone for automated cybersecurity workflows, linking ChatGPT with other security tools.Experiment with the ChatGPT Playground to test and fine-tune AI responses for different cybersecurity scenarios.Gain expertise in integrating external threat intelligence sources to automate data enrichment and malware analysisLearn techniques to automatically analyze raw security logs, parse data using AI, and generate dynamic queries to uncover threatUnderstand how to integrate outputs from many AI solutions, enhancing overall threat analysis and decision-making capabilitiesDevelop skills to orchestrate automated incident response processes, reducing manual intervention and response timeLearn best practices for deploying scalable, secure AI integrations in production, including safeguarding sensitive credentials with Azure Key VaultGain insights into enriching and customizing AI models with your own data, leading to more accurate and context-aware threat detection Unlock the full potential of Artificial Intelligence in cybersecurity with our comprehensive, hands-on course designed for anyone — from security analysts to seasoned professionals seeking to optimize their Security Operations Center (SOC). Learn to leverage the power of AI, particularly ChatGPT and GenAI, to automate threat detection, accelerate incident response, build robust security defenses and stay ahead of evolving cyber threats.This course emphasize hands-on learning through practical labs that can be completed with free resources!

You'll gain real-world experience by building and deploying AI-driven security solutions.Ready to transform your cyber security strategy? Join the future of cyber security automation with AI.Course is structured to provide a balanced mix of theory and hands-on practice:

Setup Free Cybersecurity Lab with AI:

Set up your lab in Azure, configure essential tools, and get started with ChatGPT API integration.Key Topics:

API key generation, Microsoft Sentinel deployment and understanding AI project costs.Integrating OpenAI ChatGPT with SIEM Solution:

Infuse your SIEM system with AI capabilities by connecting Azure Logic Apps and ChatGPT.Key Topics:

Building Logic Apps, testing AI responses, and enhancing security alerts.Threat Intelligence Enrichment with AI:

Enhance threat intelligence using Google Cloud Security AI Workbench and VirusTotal integration.Key Topics:

Threat Intelligence, incident simulation and malware analysis with Artificial Intelligence.Advanced Cyber Defense Solutions with AI:

Automate raw log analysis, generate dynamic queries, and combine multiple AI outputs for superior threat analysis.Key Topics:

Advanced log analysis, AI-enhanced playbooks, and real-world incident response testing.Commercial AI Cyber Defense:

Explore market-ready AI tools such as Intezer for automated threat detection and malware analysis.Key Topics:

Secure key management, commercial AI integration and automated malware identification.Preparing Cybersecurity AI Automation for Production:

Get production-ready with scalable, secure AI deployments in Azure.Key Topics:

Secure AI integrations, ChatGPT pricing, deployment templates and AI studio functionalities.Customizing AI with Your Data:

Learn to enrich AI models with your own data for personalized threat intelligence.Key Topics:

Data enrichment automation and Artificial Intelligence model customization.Conclusion and Best Practices:

Summarize actionable tips and strategies to avoid unexpected costs and optimize your AI-driven cybersecurity workflows.What You'll Gain?Automate Cyber Defense:

Learn to integrate ChatGPT with advanced SIEM solutions to create robust, AI-powered security workflows.Optimize SOC Operations:

Gain the skills to set up and manage a free, hands-on cyber security lab on Azure, enabling real-world testing and analysis.Enhance Threat Detection:

Discover how to use Artificial Intelligence for automated log analysis, dynamic KQL query generation, and enriched threat intelligence.Deploy Scalable Solutions:

Understand production-ready deployment practices for AI solutions, ensuring your systems are secure, scalable, and efficient.Hands-On Experience:

Benefit from practical labs, including free deployments, that let you experiment with Microsoft Sentinel, Azure Logic Apps, VirusTotal integration, and commercial tools like Intezer.Comprehensive Skill Set:

From basic setup to advanced incident response and commercial integrations, this course covers all aspects of AI-enhanced cybersecurity.Who Should Enroll?Security Analysts & SOC Professionals:

Enhance your incident response, automate threat detection, and streamline security operations.IT and Network Professionals:

Gain insights into integrating AI-driven tools to improve network security and reduce manual workloads.Aspiring Cyber Security Professionals:

Jumpstart your career with cutting-edge AI skills.AI Enthusiasts & Students:

Explore the exciting intersection of AI and cybersecurity.Anyone Seeking to Understand and Mitigate Modern Cyber Threats:

Gain practical skills to protect yourself and your organization.

Programa

• Introducción a la IA en Ciberseguridad
Panorama del Rol de la IA en la Ciberseguridad Moderna
Introducción a ChatGPT y Herramientas de IA Generativa
• Configuración de un Laboratorio de Ciberseguridad Gratuito
Configurar un Laboratorio de Ciberseguridad en Azure
Configurar Herramientas Esenciales
Introducción a la Integración con API de ChatGPT
Temas Clave: Generación de Clave API, Despliegue de Microsoft Sentinel, Costos de Proyectos de IA
• Integración de OpenAI ChatGPT con Soluciones SIEM
Conectar Azure Logic Apps y ChatGPT
Construir y Probar Logic Apps
Mejorar Alertas de Seguridad con Capacidades de IA
Temas Clave: Prueba de Respuestas de IA
• Enriquecimiento de Inteligencia de Amenazas con IA
Usar Google Cloud Security AI Workbench
Integrar VirusTotal para el Enriquecimiento de Inteligencia de Amenazas
Simulación de Incidentes y Análisis de Malware con IA
Temas Clave: Inteligencia de Amenazas y Análisis
• Soluciones Avanzadas de Defensa Cibernética con IA
Automatizar el Análisis de Registros en Bruto
Generar Consultas Dinámicas
Combinar Múltiples Salidas de IA para un Análisis de Amenazas Superior
Temas Clave: Análisis de Registros Avanzado, Playbooks Mejorados por IA, Prueba de Respuesta a Incidentes
• Exploración de Herramientas Comerciales de Defensa Cibernética con IA
Herramientas de IA Disponibles en el Mercado como Intezer
Detección Automática de Amenazas y Análisis de Malware
Gestión Segura de Claves e Integración de IA Comercial
Temas Clave: Identificación de Malware Automatizada
• Preparación de Automatización de IA de Ciberseguridad para Producción
Despliegues de IA Escalables y Seguros en Azure
Comprender los Precios de ChatGPT
Plantillas de Despliegue y Funcionalidades de AI Studio
Temas Clave: Integraciones de IA Preparadas para Producción
• Personalización de IA con Tus Datos
Enriquecer Modelos de IA con Datos Personalizados para Inteligencia Personalizada
Automatización del Enriquecimiento de Datos
Personalización de Modelos de Inteligencia Artificial
Temas Clave: Técnicas de Enriquecimiento de Datos
• Conclusión y Mejores Prácticas
Consejos y Estrategias Accionables para Optimizar Flujos de Trabajo Impulsados por IA
Evitación de Costos y Eficiencia en el Despliegue de IA
• Cierre del Curso y Direcciones Futuras
Resumen de Habilidades y Conocimientos Adquiridos
Discusión sobre Tendencias Futuras y Oportunidades en Ciberseguridad de IA
• Automatizar la Defensa Cibernética: Integrar ChatGPT con Soluciones SIEM Avanzadas.
• Optimizar Operaciones SOC: Administrar un Laboratorio de Ciberseguridad Práctico y Gratuito.
• Mejorar la Detección de Amenazas: Utilizar IA para el Análisis de Registros e Inteligencia de Amenazas.
• Desplegar Soluciones Escalables: Prácticas de Despliegue de IA Seguras y Escalables.
• Experiencia Práctica: Experimentar con Microsoft Sentinel, Azure Logic Apps, y Más.
• Conjunto de Habilidades Completo: Cubrir Temas de Ciberseguridad Mejorados con IA desde Básico hasta Avanzado.
• Analistas de Seguridad & Profesionales SOC
• Profesionales de TI y Redes
• Futuros Profesionales de Ciberseguridad
• Entusiastas de IA & Estudiantes
• Cualquiera que Busque Entender Amenazas Cibernéticas Modernas

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Impartido por

Pavel Hrabec

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Materias

Information Security (InfoSec)