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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-for-cybersecurity-with-chatgpt-automate-security-defense/
课程评论：没有评论
课程名称：使用ChatGPT的人工智能与网络安全：自动化安全防御 概述：本课程旨在利用人工智能在网络安全领域的全部潜力，为安全分析师及寻求优化安全运营中心（SOC）的专业人士提供全面的实操培训。您将学习如何利用人工智能（尤其是ChatGPT和生成式人工智能）来自动化威胁检测，加快事件响应，构建强大的安全防御并跟上不断演变的网络威胁。本课程重视动手实践，通过可以使用免费资源完成的实验室来学习。您将积累实践经验，构建和部署基于人工智能的安全解决方案。准备好转变您的网络安全策略了吗？加入人工智能网络安全自动化的未来。 课程结构：课程结构设计平衡了理论与实践。 1. **设置免费网络安全实验室与人工智能**： - 在Azure中设置您的实验室，配置必要工具，开始ChatGPT API的集成。 - 主题包括：API密钥生成、Microsoft Sentinel部署及了解人工智能项目成本。 2. **将OpenAI ChatGPT与SIEM解决方案集成**： - 将人工智能能力融入您的SIEM系统，通过连接Azure Logic Apps与ChatGPT。 - 主题包括：构建Logic Apps、测试人工智能响应、增强安全警报。 3. **使用人工智能增强威胁情报**： - 通过Google Cloud Security AI Workbench和VirusTotal集成，增强威胁情报。 - 主题包括：威胁情报、事件模拟和恶意软件分析。 4. **使用人工智能的高级网络防御解决方案**： - 自动化原始日志分析，生成动态查询，结合多个人工智能输出以实现更优秀的威胁分析。 - 主题包括：高级日志分析、人工智能增强的操作手册和实战事件响应测试。 5. **商业化人工智能网络防御**： - 探索市场上现成的人工智能工具，如Intezer进行自动化威胁检测和恶意软件分析。 - 主题包括：安全密钥管理、商业化人工智能集成和自动化恶意软件识别。 6. **为生产做好网络安全人工智能自动化准备**： - 在Azure中实现可扩展、安全的人工智能部署，确保生产准备就绪。 - 主题包括：安全的人工智能集成、ChatGPT定价、部署模板和人工智能工作室功能。 7. **使用您的数据定制人工智能**： - 学习如何使用自己的数据丰富人工智能模型，以实现个性化威胁情报。 - 主题包括：数据丰富自动化和人工智能模型定制。 8. **总结与最佳实践**： - 总结可采取的行动建议和策略，以避免意外成本并优化基于人工智能的网络安全工作流程。 收获内容： - **自动化网络防御**：学习如何将ChatGPT与高级SIEM解决方案集成，创建强大的人工智能驱动的安全工作流程。 - **优化SOC运营**：获取在Azure上设置和管理免费的网络安全实验室的技能，实现真实的测试和分析。 - **增强威胁检测**：发现如何使用人工智能进行自动化日志分析、动态KQL查询生成和增强的威胁情报。 - **部署可扩展解决方案**：理解人工智能解决方案的生产准备部署实践，确保系统的安全性、可扩展性与高效性。 - **实践经验**：通过包括免费部署的实际实验室，充分尝试Microsoft Sentinel、Azure Logic Apps、VirusTotal集成及Intezer等商业工具。 - **全面技能提升**：该课程涵盖从基本设置到高级事件响应及商业集成的所有人工智能增强网络安全的方面。 适合人群： - **安全分析师和SOC专业人士**：增强事件响应，自动化威胁检测，简化安全运营。 - **IT和网络专业人士**：获取集成人工智能驱动工具的洞察，以改善网络安全并减少人工工作。 - **有志于网络安全的专业人士**：用前沿的人工智能技能启动职业生涯。 - **人工智能爱好者及学生**：探索人工智能与网络安全的激动人心的交汇点。 - **任何希望理解和减轻现代网络威胁的人**：获得保护自己和组织的实践技能。
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.
