LCGuard applies adversarial training to transform KV cache artifacts in multi-agent LLMs, reducing reconstructable sensitive information while preserving task performance.
Pii- compass: Guiding llm training data extraction prompts towards the target pii via grounding
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LCGuard: Latent Communication Guard for Safe KV Sharing in Multi-Agent Systems
LCGuard applies adversarial training to transform KV cache artifacts in multi-agent LLMs, reducing reconstructable sensitive information while preserving task performance.