2025
The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents
ACL 2025long
Large Language Model (LLM) agents are increasingly being deployed as conversational assistants capable of performing complex real-world tasks through tool integration. This enhanced ability to interact with external systems and process various data sources, while powerful, introduces significant sec…