How attackers bypass safeguards in LLMs?

Answer to following questions:

1. How do developers protect their systems from prompt injections?

2. What technique do attackers use to bypass safeguards in LLMs?

3. Can safeguards prevent all types of attacks on LLMs?

4. How effective are safeguards against jailbreaking in LLMs?

5. What is the primary purpose of safeguards in system prompts?

6. How do attackers use jailbreaking to compromise LLMs?

Answers and solution

Developers build safeguards into their system prompts to mitigate the risk of prompt injections. However, attackers can bypass many safeguards by jailbreaking the LLM.