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Multi-Chain Prompt Injection Attacks

Multi-chain prompt injection is a novel attack technique targeting complex LLM applications with multiple chained language models. The technique exploits interactions between LLM chains to bypass safeguards and propagate malicious content through entire systems. A sample workout planner application demonstrates how attackers can manipulate multi-chain LLM workflows to inject and propagate adversarial prompts across different processing stages.