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所在平台: Udemy |
课程主页: https://www.udemy.com/course/mastering-the-owasp-top-10-for-llm-applications/
课程评论：没有评论
**课程名称：** Mastering the OWASP Top 10 for LLM Applications **课程概述：** 本课程专为IT专业人士、安全分析师和AI开发者设计，旨在深入探讨由开放Web应用安全项目（OWASP）为大型语言模型（LLMs）识别出的关键安全脆弱性。通过系统学习，学员将全面掌握OWASP LLM Top 10中的每一项脆弱性，从提示注入（Prompt Injection）到模型窃取（Model Theft），并深入理解不安全输出处理（Insecure Output Handling）、训练数据投毒（Training Data Poisoning）及供应链风险（Supply Chain Risks）等领域的复杂细节。 **课程亮点：** * **深入剖析OWASP LLM Top 10：** 全面解析每一项关键的LLM安全脆弱性。 * **实战演示与缓解策略：** 提供详细的现场演示，展示攻击如何发生以及有效的应对和缓解措施。 * **风险评估与安全实践：** 学习如何进行风险评估，并实施强大的安全措施，防止数据泄露、未经授权的访问等威胁。 * **理论与实践相结合：** 确保学员不仅理解理论，更能将其应用于实际场景。 **学习目标：** 完成课程后，学员将能够： * 识别并理解OWASP LLM Top 10中的各项关键安全风险。 * 掌握针对LLM脆弱性的实用缓解和防御策略。 * 能够有效地进行LLM应用的安全风险评估。 * 自信地在实际操作中保护语言模型应用的安全。 **目标受众：** IT专业人士、安全分析师、AI开发者、对LLM安全感兴趣的研究人员和从业者。 **课程价值：** 助力学员提升LLM安全专业技能，在快速发展的AI和机器学习领域保持领先地位，确保组织数字资产的安全，并引领更安全的数字化未来。
Embark on a transformative journey into the heart of LLM security with our comprehensive course, "Mastering the OWASP Top 10 for LLMs." Designed for IT professionals, security analysts, and AI developers, this course delves deep into the most critical vulnerabilities identified by the Open Web Application Security Project (OWASP) specifically for Large Language Models (LLMs).Throughout this course, participants will gain a thorough understanding of each category listed in the OWASP Top 10 for LLMs. Starting with Prompt Injection and moving through to Model Theft, we explore the subtleties and complexities of vulnerabilities such as Insecure Output Handling, Training Data Poisoning, and Supply Chain Risks. Each module not only describes the risks but also articulates clear and effective mitigation strategies to safeguard your applications.What sets this course apart is its practical approach. For each vulnerability, we provide detailed demonstrations, showing firsthand how these security breaches can occur and how they can be countered. These live demos ensure that learners not only understand the theory but also how to apply this knowledge in real-world scenarios.In addition to exploring specific LLM vulnerabilities, participants will learn how to conduct risk assessments and implement robust security measures to prevent data leaks, unauthorized access, and other potential threats. By the end of this course, you will be equipped with the knowledge and skills to confidently navigate and secure the landscape of language model technologies.Join us to elevate your expertise in LLM security and stay ahead in the fast-evolving domain of artificial intelligence and machine learning. Secure your systems, protect your data, and lead your organization towards a safer digital future.
