Fredrik Nestaas

Adversarial Search Engine Optimization for Large Language Models

Large Language Models (LLMs) are increasingly used in applications where the model selects from competing third-party content, such as in LLM-powered search engines or chatbot plugins. In this paper, we introduce _Preference Manipulation Attacks_, a new class of attacks that manipulate an LLM's sele…