Prompt Injection

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Prompt injection vulnerabilities can pose significant risks to language models and chatbots, which rely heavily on user input.

• risks include:
  • manipulating the language model’s behavior
  • data theft or leakage
  • bias and misinformation
• attacker can inject malicious code or commands into the chatbot’s input field,
  • causing it to respond with:
    • inappropriate or harmful messages
    • or take actions that compromise privacy or security
• can insert biased or false information into the language model’s training data
  • lead to biased or inaccurate models that produce misleading or harmful results