2025
Defense against Prompt Injection Attacks via Mixture of Encodings
NAACL 2025short
Large Language Models (LLMs) have emerged as a dominant approach for a wide range of NLP tasks, with their access to external information further enhancing their capabilities. However, this introduces new vulnerabilities, known as prompt injection attacks, where external content embeds malicious ins…