Introduction to Prompt Injection Vulnerabilities from Coursera

In this course, we enter the space of Prompt Injection Attacks, a critical concern for businesses utilizing Large Language Model systems in their AI applications. By exploring practical examples and real-world implications, such as potential data breaches, system malfunctions, and compromised user interactions, you will grasp the mechanics of these attacks and their potential impact on AI systems.

As businesses increasingly rely on AI applications, understanding and mitigating Prompt Injection Attacks is essential for safeguarding data and ensuring operational continuity. This course empowers you to recognize vulnerabilities, assess risks, and implement effective countermeasures.

This course is for anyone who wants to learn about Large Language Models and their susceptibility to attacks, such as AI Developers, Cybersecurity Professionals, Web Application Security Analysts, AI Enthusiasts.

Learners should have knowledge of computers and their usage as part of a network, as well as familiarity with fundamental cybersecurity concepts, and proficiency in using command-line interfaces (CLI). Prior experience with programming languages (Python, JavaScript, etc.) is beneficial but not mandatory.

By the end of this course, you will be equipped with actionable insights and strategies to protect your organization's AI systems from the ever-evolving threat landscape, making you an asset in today's AI-driven business environment.

What's inside

Syllabus

Introduction to Prompt Injection Vulnerabilities (Introduction to Prompt Injection Attacks)

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Suitable for people new to AI and cybersecurity who want to understand prompt injection attacks

Taught by Kevin Cardwell, who is recognized for their work in this field

Covers practical examples and real-world implications of prompt injection attacks

Focuses on assessing risks and implementing effective countermeasures to protect AI systems

Designed for people with knowledge of computers and cybersecurity concepts

Requires familiarity with using command-line interfaces (CLI)

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Introduction to Prompt Injection Vulnerabilities with these activities:

Form a study group with other course participants

Show steps

Collaborating with peers can enhance comprehension and reinforce concepts

Show steps

Identify a group of fellow course participants with complementary skills and interests
Establish a regular meeting schedule and agenda
Facilitate discussions, share knowledge, and work through problems together

Practice Prompt Injection Attacks in Coding Sandbox

Show steps

Reinforce your understanding of prompt injection attacks by practicing them in a safe coding environment.

Show steps

Review the course material on prompt injection attacks.
Set up a coding sandbox environment.
Implement a simple AI application vulnerable to prompt injection attacks.
Craft malicious prompts designed to exploit the vulnerability.
Observe and analyze the impact of the prompt injection attacks on the AI application's behavior.

Study of examples of actual Prompt Injection attacks

Show steps

Reviewing examples of Prompt Injection attacks will provide practical insights into their mechanisms

Show steps

Read up on case studies and research papers on Prompt Injection attacks
Watch videos and presentations on Prompt Injection attacks
Attend webinars or conferences on Prompt Injection attacks

Show all three activities

Career center

Learners who complete Introduction to Prompt Injection Vulnerabilities will develop knowledge and skills that may be useful to these careers:

Cybersecurity Analyst

Cybersecurity Analysts are responsible for protecting computer systems and networks from cyberattacks. This course on Prompt Injection Vulnerabilities provides Cybersecurity Analysts with the knowledge and skills to identify and prevent Prompt Injection attacks, which can compromise sensitive data and disrupt operations.

See salaries and explore the career path for Cybersecurity Analyst

Web Application Developer

Web Application Developers are responsible for designing, developing, and maintaining web applications. This course on Prompt Injection Vulnerabilities helps Web Application Developers understand how to secure web applications from Prompt Injection attacks, which can lead to data breaches and other security incidents.

See salaries and explore the career path for Web Application Developer

Chief Information Security Officer (CISO)

CISOs are responsible for overseeing the security of an organization's information systems. This course on Prompt Injection Vulnerabilities provides CISOs with the knowledge and skills to understand the risks associated with using LLMs and how to mitigate them, which is critical for protecting organizations from cyberattacks and data breaches.

See salaries and explore the career path for Chief Information Security Officer (CISO)

Artificial Intelligence (AI) Engineer

AI Engineers are responsible for designing, developing, and deploying AI systems. This course on Prompt Injection Vulnerabilities provides AI Engineers with the knowledge to understand the risks associated with using LLMs and how to mitigate them, which is critical for building secure and reliable AI systems.

See salaries and explore the career path for Artificial Intelligence (AI) Engineer

Machine Learning Engineer

Machine Learning Engineers are responsible for developing and deploying machine learning models. This course on Prompt Injection Vulnerabilities provides Machine Learning Engineers with the knowledge to understand the risks associated with using LLMs and how to mitigate them, which is essential for building secure and reliable machine learning systems.

See salaries and explore the career path for Machine Learning Engineer

Information Security Analyst

Information Security Analysts are responsible for protecting the confidentiality, integrity, and availability of information systems. This course on Prompt Injection Vulnerabilities provides Information Security Analysts with the knowledge and skills to identify and prevent Prompt Injection attacks, which can compromise sensitive data and disrupt operations.

See salaries and explore the career path for Information Security Analyst

Security Consultant

Security Consultants are responsible for providing security advice and guidance to organizations. This course on Prompt Injection Vulnerabilities provides Security Consultants with the knowledge and skills to understand the risks associated with using LLMs and how to mitigate them, which is critical for helping organizations improve their security posture.

See salaries and explore the career path for Security Consultant

Security Architect

Security Architects are responsible for designing and implementing security solutions for an organization. This course on Prompt Injection Vulnerabilities provides Security Architects with the knowledge and skills to understand the risks associated with using LLMs and how to mitigate them, which is critical for building secure and resilient security architectures.

See salaries and explore the career path for Security Architect

Data Scientist

Data Scientists are responsible for collecting, analyzing, and interpreting data to help businesses make informed decisions. This course on Prompt Injection Vulnerabilities provides a deep understanding of the risks associated with using Large Language Models (LLMs) and how to mitigate them, which is critical knowledge for Data Scientists who work with LLMs to extract insights from data.

See salaries and explore the career path for Data Scientist

Chief Technology Officer (CTO)

CTOs are responsible for overseeing the technology strategy and operations of an organization. This course on Prompt Injection Vulnerabilities provides CTOs with the knowledge to understand the risks associated with using LLMs and how to mitigate them, which is critical for ensuring the security and reliability of an organization's technology infrastructure.

See salaries and explore the career path for Chief Technology Officer (CTO)

Risk Manager

Risk Managers are responsible for identifying, assessing, and mitigating risks to an organization. This course on Prompt Injection Vulnerabilities provides Risk Managers with the knowledge to understand the risks associated with using LLMs and how to mitigate them, which is critical for protecting organizations from financial and reputational damage.

See salaries and explore the career path for Risk Manager

Information Technology (IT) Auditor

IT Auditors are responsible for assessing the security of an organization's IT systems and controls. This course on Prompt Injection Vulnerabilities provides IT Auditors with the knowledge and skills to identify and prevent Prompt Injection attacks, which can compromise sensitive data and disrupt operations.

See salaries and explore the career path for Information Technology (IT) Auditor

IT Manager

IT Managers are responsible for overseeing the operation and maintenance of an organization's IT systems. This course on Prompt Injection Vulnerabilities provides IT Managers with the knowledge and skills to understand the risks associated with using LLMs and how to mitigate them, which is critical for ensuring the security and reliability of an organization's IT infrastructure.

See salaries and explore the career path for IT Manager

Ethical Hacker

Ethical Hackers are responsible for testing the security of computer systems and networks. This course on Prompt Injection Vulnerabilities provides Ethical Hackers with the knowledge and skills to identify and exploit Prompt Injection vulnerabilities, which can help organizations improve their security posture.

See salaries and explore the career path for Ethical Hacker

Software Engineer

Software Engineers are responsible for designing, developing, and testing software applications. This course on Prompt Injection Vulnerabilities provides Software Engineers with the knowledge and skills to understand the risks associated with using LLMs and how to mitigate them, which is critical for building secure and reliable software applications.

See salaries and explore the career path for Software Engineer

Introduction to Prompt Injection Vulnerabilities

Three deals to help you save

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

Share

Similar courses