Prompt injection attacks in Prompt Engineering / GenAI - Cheat Sheet & Quick Revision

Recall & Review

beginner

What is a prompt injection attack in AI?

A prompt injection attack is when someone adds harmful or misleading instructions into the input given to an AI model, tricking it into producing unwanted or dangerous outputs.

beginner

Why are prompt injection attacks a concern for AI systems?

Because they can make AI models behave in unexpected or harmful ways, such as leaking private data, ignoring safety rules, or generating false information.

beginner

How can prompt injection attacks be compared to real-life situations?

It's like someone whispering bad advice into your ear while you are trying to answer a question, causing you to give a wrong or harmful answer.

intermediate

Name one simple way to reduce the risk of prompt injection attacks.

One way is to carefully check and clean the input before giving it to the AI, removing suspicious or harmful instructions.

intermediate

What role does context play in prompt injection attacks?

Context helps the AI understand what is safe or expected. Attackers try to change the context with injected prompts to confuse the AI and bypass safety rules.

What is the main goal of a prompt injection attack?

A To reduce the AI's memory usage

B To improve the AI's accuracy

C To speed up the AI's response time

D To trick the AI into giving harmful or wrong answers

Prompt injection attacks aim to manipulate the AI's output by injecting harmful instructions.

Which of these is a common defense against prompt injection attacks?

A Validating and cleaning input before use

B Increasing the AI model size

C Ignoring user input

D Using more training data

Validating and cleaning input helps prevent harmful instructions from reaching the AI.

Prompt injection attacks are similar to which real-life scenario?

A Someone whispering misleading instructions while you answer

B Listening to music while working

C Reading a book quietly

D Someone giving you helpful advice

They are like someone whispering misleading instructions to confuse your answer.

What can happen if an AI falls victim to a prompt injection attack?

A It will run faster

B It may leak private information

C It will use less memory

D It will become more accurate

Prompt injection can cause the AI to reveal private or sensitive data.

Why do attackers try to change the context in prompt injection?

A To reduce AI's power consumption

B To make the AI learn faster

C To confuse the AI and bypass safety rules

D To improve AI's grammar

Changing context helps attackers trick the AI into ignoring safety instructions.

Explain what a prompt injection attack is and why it is a risk for AI systems.

Think about how someone might trick an AI by changing its instructions.

Describe one method to defend against prompt injection attacks and why it helps.

Consider what you can do before giving input to the AI.