Securing GenAI Systems: The OWASP LLM Top Ten
Securing GenAI Systems: The OWASP LLM Top Ten, available at $44.99, has an average rating of 3, with 38 lectures, 10 quizzes, based on 2 reviews, and has 16 subscribers.
You will learn about Improve your security awareness of AI systems and the vulnerabilities that can impact them Students will learn about some of the most common vulnerabilities that are found in AI systems Learn where to spot these vulnerabilities in your AI ecosystem Understand the threats these vulnerabilities pose to your applications and users Discover steps to take that can mitigate the impact of these vulnerabilities and help your AI software operate in a safe manner Learn about common these seen across vulnerabilities and AI security practices This course is ideal for individuals who are Anyone interesting in learning about securing GenAI systems or Development Teams that need security aware training for AI or Security Engineers or Security Architects It is particularly useful for Anyone interesting in learning about securing GenAI systems or Development Teams that need security aware training for AI or Security Engineers or Security Architects.
Enroll now: Securing GenAI Systems: The OWASP LLM Top Ten
Summary
Title: Securing GenAI Systems: The OWASP LLM Top Ten
Price: $44.99
Average Rating: 3
Number of Lectures: 38
Number of Quizzes: 10
Number of Published Lectures: 38
Number of Published Quizzes: 10
Number of Curriculum Items: 48
Number of Published Curriculum Objects: 48
Original Price: $89.99
Quality Status: approved
Status: Live
What You Will Learn
- Improve your security awareness of AI systems and the vulnerabilities that can impact them
- Students will learn about some of the most common vulnerabilities that are found in AI systems
- Learn where to spot these vulnerabilities in your AI ecosystem
- Understand the threats these vulnerabilities pose to your applications and users
- Discover steps to take that can mitigate the impact of these vulnerabilities and help your AI software operate in a safe manner
- Learn about common these seen across vulnerabilities and AI security practices
Who Should Attend
- Anyone interesting in learning about securing GenAI systems
- Development Teams that need security aware training for AI
- Security Engineers
- Security Architects
Target Audiences
- Anyone interesting in learning about securing GenAI systems
- Development Teams that need security aware training for AI
- Security Engineers
- Security Architects
In the rapidly evolving landscape of Artificial Intelligence (AI) and Machine Learning (ML), ensuring the security of these systems is paramount. This course delves into the intersection of AI and cybersecurity, focusing on the OWASP LLM (Large Language Model) Top Ten vulnerabilities as a way to drive the conversation.
If your company needs security awareness for your AI and development teams…then you’ll see the value in this course!
The course begins with an exploration of the fundamental concepts of AI and ML, providing participants with a solid understanding of how these technologies work and their significance in various domains. From there, the focus shifts to the security aspect, introducing the OWASP Top Ten vulnerabilities specific to AI and ML systems.
Throughout the course, participants will:
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Explore OWASP LLM Top Ten: Gain insights into the most prevalent security risks and misconfigurations affecting AI and ML systems, as identified by OWASP.
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Understand Threat Scenarios: Delve into real-world scenarios where AI and ML systems are vulnerable to exploitation, understanding the potential impact of security breaches on organizations and society.
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Learn Mitigation Techniques: Acquire knowledge on mitigating OWASP LLM Top Ten vulnerabilities through a combination of best practices, security tools, and robust development methodologies.
Who Should Attend:
This course is designed for AI/ML practitioners, cybersecurity professionals, software developers, system architects, and anyone involved in the development, deployment, or management of AI and ML systems. It is suitable for individuals seeking to enhance their understanding of AI/ML security and mitigate risks within their organizations.
Prerequisites:
Familiarity with basic concepts of AI/ML and cybersecurity is recommended but not required. Participants should have a keen interest in understanding and improving the security posture of AI and ML systems.
The course is structured as a self-paced online learning experience, allowing participants to progress through the material at their own convenience.
Enroll today to embark on a journey towards understanding key aspects of securing GenAI against common vulnerabilities, safeguarding the future of AI applications.
Course Curriculum
Chapter 1: Introduction
Lecture 1: Introduction
Lecture 2: Course Structure
Lecture 3: Resources
Lecture 4: Ethics
Chapter 2: Foundation Concepts
Lecture 1: AI Foundations
Lecture 2: The OWASP LLM Top Ten
Lecture 3: Common Themes Across the Top Ten
Chapter 3: Prompt Injection
Lecture 1: OWASP LLM #1: Prompt Injection
Lecture 2: Understanding the Vulnerability
Lecture 3: Threat and Defense
Chapter 4: Insecure Output Handling
Lecture 1: OWASP LLM #2: Insecure Output Handling
Lecture 2: Understanding the Vulnerability
Lecture 3: Threat and Defense
Chapter 5: Training Data Poisoning
Lecture 1: OWASP LLM #3: Training Data Poisoning
Lecture 2: Understanding the Vulnerability
Lecture 3: Threat and Defense
Chapter 6: Model Denial of Service
Lecture 1: OWASP LLM #4: Model Denial of Service
Lecture 2: Understanding the Vulnerability
Lecture 3: Threat and Defense
Chapter 7: Supply Chain Vulnerabilities
Lecture 1: OWASP LLM #5: Supply Chain Vulnerabilities
Lecture 2: Understanding the Vulnerability
Lecture 3: Threat and Defense
Chapter 8: Sensitive Information Disclosure
Lecture 1: OWASP LLM #6: Sensitive Information Disclosure
Lecture 2: Understanding the Vulnerability
Lecture 3: Threat and Defense
Chapter 9: Insecure Plugin Design
Lecture 1: OWASP LLM #7: Insecure Plugin Design
Lecture 2: Understanding the Vulnerability
Lecture 3: Threat and Defense
Chapter 10: Excessive Agency
Lecture 1: OWASP LLM #8: Excessive Agency
Lecture 2: Understanding the Vulnerability
Lecture 3: Threat and Defense
Chapter 11: Overreliance
Lecture 1: OWASP LLM #9: Overreliance
Lecture 2: Understanding the Vulnerability
Lecture 3: Threat and Defense
Chapter 12: Model Theft
Lecture 1: OWASP LLM #10: Model Theft
Lecture 2: Understanding the Vulnerability
Lecture 3: Threat and Defense
Chapter 13: Conclusion
Lecture 1: Summary and Thank You
Instructors
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Pack Of Coders – POC
Publisher at Pack Of Coders
Rating Distribution
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- 2 stars: 0 votes
- 3 stars: 0 votes
- 4 stars: 0 votes
- 5 stars: 1 votes
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