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Ben Risher

1 accepted papers

2024

Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications

EMNLP 2024industry

Prompt leakage poses a compelling security and privacy threat in LLM applications. Leakage of system prompts may compromise intellectual property, and act as adversarial reconnaissance for an attacker. A systematic evaluation of prompt leakage threats and mitigation strategies is lacking, especially…