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Introduction to LLM Vulnerabilities
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Introduction to LLM Vulnerabilities

This course is part of Generative AI Fundamentals.

Course Cost

₹ 20,981

Beginner

Skill Level

4 Weeks

Self-paced Video lessons

This comprehensive course explores the critical security challenges presented by large language models (LLMs) and equips learners with essential skills to protect AI systems. Students learn to identify common threats like model theft and prompt injection, implement secure plugin design practices, and establish effective monitoring systems. The curriculum covers techniques for preventing unauthorized access, protecting sensitive information, and maintaining the integrity of LLM applications. Through practical lessons, participants gain expertise in security measures essential for deploying robust AI solutions in today's complex digital landscape.

What you'll learn

  • Identify and assess common LLM security vulnerabilities and risks

  • Implement strategies to prevent model theft and unauthorized access

  • Design secure plugins and validate input effectively

  • Protect sensitive information using APIs and regex techniques

  • Monitor and maintain security through dependency management

  • Analyze different types of generative AI applications

  • Develop robust security measures for LLM deployments

Skills you'll gain

LLM security
AI vulnerabilities
Prompt injection
Model theft prevention
Plugin security
Data protection
API security
Dependency monitoring
Information security
Risk mitigation

This course includes:

PreRecorded video

Graded assignments,Exams

Access on Mobile, Tablet, Desktop

Limited Access access

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Module Description

The course provides a comprehensive introduction to security considerations in large language model applications. Students learn about various types of vulnerabilities, attack vectors, and mitigation strategies specific to LLMs. The curriculum covers essential topics including model theft prevention, secure plugin design, sensitive information handling, and dependency management. Through theoretical understanding and practical application, participants develop the skills needed to identify and address security challenges in AI systems.

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Generative AI Fundamentals

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Introduction to LLM Vulnerabilities

Beginner

Skill Level

4 Weeks

Self-paced Video lessons

Course Cost

₹ 20,981

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.