Term
Prompt Injection
Definition
Prompt Injection is when someone deliberately tricks an AI system by changing the prompts or input it receives. This can alter the AI’s responses and actions in harmful or unintended ways.
Where you'll find it
This security issue can occur in any AI system that relies on user input or prompts to function. This includes chatbots, virtual assistants, and more advanced AI-based decision-making tools.
Common use cases
- Detecting or investigating security breaches in AI systems.
- Developers testing AI response to varied user input to strengthen security.
- Security training exercises to prepare AI for recognizing and resisting such attacks.
Things to watch out for
- AI systems that are not frequently updated may be more vulnerable to prompt injection.
- Overly complex prompt handling rules may make it easier for attackers to manipulate the system.
- Systems that lack input validation checks are particularly at risk.
Related terms
- AI Security
- Input Validation
- Malicious Actors
- User Input Manipulation
Pixelhaze Tip: Always ensure your AI systems have the latest security updates and consider implementing layered security measures like input validation and behavior monitoring to protect against prompt injection vulnerabilities.