Edureka
AI Security 专项课程
Edureka

AI Security 专项课程

Build Secure AI Systems. Learn to secure AI models, mitigate risks, and apply safe AI practices across real-world systems.

Edureka

位教师:Edureka

包含在 Coursera Plus

深入学习学科知识
初级 等级

推荐体验

8 周 完成
在 5 小时 一周
灵活的计划
自行安排学习进度
深入学习学科知识
初级 等级

推荐体验

8 周 完成
在 5 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Understand the foundations of generative AI and large language models

  • Identify risks, threats, and vulnerabilities in AI-powered systems

  • Apply defensive strategies to secure and deploy safe AI workflows

  • Design responsible, ethical, and trustworthy AI applications

要了解的详细信息

可分享的证书

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授课语言:英语(English)
最近已更新!

October 2025

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专业化 - 3门课程系列

Generative AI for Security Fundamentals

Generative AI for Security Fundamentals

第 1 门课程10小时

您将学到什么

  • Describe core concepts of AI, Generative AI, and LLMs within modern cybersecurity.

  • Explain security implications and key risks of using Generative AI and LLMs in enterprises.

  • Apply prompt engineering and secure techniques to reduce prompt injection and adversarial threats.

  • Evaluate AI architectures and enforce best practices to protect models, data pipelines, and defenses.

您将获得的技能

类别:Cybersecurity
类别:Threat Detection
类别:Cyber Security Strategy
类别:Incident Response
类别:Data Ethics
类别:Enterprise Security
类别:Large Language Modeling
类别:Artificial Intelligence
类别:Cyber Attacks
类别:Security Awareness
类别:Vulnerability Assessments
类别:Cloud Security
类别:Information Systems Security
类别:IT Security Architecture
类别:Distributed Denial-Of-Service (DDoS) Attacks
类别:Threat Modeling
类别:Security Strategy
类别:Responsible AI
类别:Security Management
类别:Security Engineering
Generative AI and LLM Security

Generative AI and LLM Security

第 2 门课程13小时

您将学到什么

  • Identify key vulnerabilities and attack vectors in Generative and Agentic AI systems.

  • Apply strategies to secure AI training data, pipelines, and supply chains from risks.

  • Analyze LLM-specific threats and implement guardrails, safety, and ethical practices.

  • Evaluate ethical and regulatory compliance requirements for AI systems.

您将获得的技能

类别:Generative AI
类别:Data Ethics
类别:Responsible AI
类别:Risk Management
类别:LLM Application
类别:Artificial Intelligence and Machine Learning (AI/ML)
类别:Cyber Security Strategy
类别:Cloud Security
类别:Computer Security Awareness Training
类别:Cyber Security Policies
类别:Network Security
类别:Natural Language Processing
类别:Governance Risk Management and Compliance
类别:Supply Chain
类别:Cyber Attacks
类别:Google Gemini
类别:Artificial Intelligence
类别:Security Strategy
类别:Threat Modeling
类别:Security Management
Securing AI Systems

Securing AI Systems

第 3 门课程9小时

您将学到什么

  • Identify AI security concepts, attack types, and mitigation strategies.

  • Implement defenses, red-team simulations, and SOC/cloud/hardware security measures.

  • Evaluate weaknesses, assess defense effectiveness, and review incident response.

  • Design end-to-end secure AI systems and integrated security workflows.

您将获得的技能

类别:Artificial Intelligence and Machine Learning (AI/ML)
类别:Incident Response
类别:MLOps (Machine Learning Operations)
类别:Information Systems Security
类别:Penetration Testing
类别:Identity and Access Management
类别:Threat Detection
类别:Machine Learning
类别:Security Strategy
类别:Cloud Security
类别:Responsible AI
类别:Security Controls
类别:Artificial Intelligence
类别:Security Engineering
类别:Vulnerability Assessments
类别:Threat Modeling
类别:Hardening
类别:Continuous Monitoring
类别:Application Security
类别:Cybersecurity

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位教师

Edureka
Edureka
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