Explore best practices for securing generative AI systems through practical cases at Secure AI Solutions, covering data protection, API security, regulatory compliance, and defending against adversarial attacks.
Securing GenAI Systems: Cloud, SDLC & Regulatory Compliance
Common Pitfalls, Advanced Threat Mitigation, GDPR & CCPA Ethics, Architecture Design | Final Project Included
所有級別 • 16 講座 • 終身訪問認證碩士導師
認識您的導師:Dr. Amar Massoud
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課程內容
10 部分 • 16 講座 • 01:28:33 總長度Foundations of GenAI Security (1)
Foundations of GenAI Security (2)
Apply access control and authentication to generative AI systems, enforcing least privilege and role-based access, with multi-factor authentication and IAM tools from AWS and Google Cloud, monitor via audit logs.
Securing GenAI in Cloud Environments (1)
Learn how cloud platforms secure generative AI with Google Safe and AWS generative AI Scoping Matrix, implement native security tools, and enforce identity, access control, monitoring, encryption, and key management.
Securing GenAI in Cloud Environments (2)
規劃您的學習之旅
AI根據您的可用時間生成個人化時間表要求
A basic understanding of Generative AI concepts is helpful but not required.
No prior cybersecurity experience is needed; all topics are explained in detail.
A willingness to learn and apply security principles in real-world scenarios.
AI engineers and developers looking to secure their AI systems.
Data scientists managing sensitive data in GenAI workflows.
Cybersecurity professionals expanding their expertise into AI security.
Tech leaders and managers responsible for secure AI deployments.
關於本課程
In a world where Generative AI systems are becoming integral to businesses, ensuring their security is more critical than ever. This comprehensive course is designed to equip you with the tools and knowledge to protect Generative AI (GenAI) systems effectively, balancing security, performance, and usability.
Learn how to safeguard sensitive data, defend against adversarial attacks, and secure APIs in cloud and on-premises environments. Explore industry best practices for securing AI development pipelines, managing compliance with regulations like GDPR and CCPA, and addressing ethical concerns such as bias and fairness. Dive deep into frameworks like Google SAIF and AWS Generative AI Scoping Matrix, and learn how to leverage cloud-native security tools to fortify your systems.
This course combines theory with hands-on exercises to give you practical experience. You’ll design secure architectures, configure access control policies, mitigate security gaps, and develop incident response plans tailored to GenAI systems. With our model company examples and templates, you’ll see exactly how these principles apply in real-world scenarios.
By the end of this course, you’ll be equipped to identify vulnerabilities, implement robust defenses, and ensure compliance while maintaining a seamless user experience. Whether you’re a data scientist, AI engineer, or security professional, this course will empower you to tackle the unique challenges of Generative AI security.
Take the next step in your career and build secure, scalable, and trustworthy GenAI systems. Enroll today to future-proof your AI expertise!
職業發展機會與目標職位
掌握前沿實務技能,勝任全球高薪核心職務
Full Stack Software Engineer
Backend Systems Developer
Frontend Application Specialist
Automation & Scripting Engineer
$90,000 – $145,000 / yr
High Global Tech Demand
Dr. Amar Massoud
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