Papers by Florian Jacob
Can a Large Language Model Keep My Secrets? A Study on LLM-Controlled Agents (2025.acl-srw)
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| Challenge: | Using large language models, agents can assist with natural language tasks when given access to confidential data. |
| Approach: | They created a synthetic dataset consisting of confidentiality-aware planning and deduction tasks in organizational access control. |
| Outcome: | The proposed model can perform tasks similar to humans when given access to confidential data. |