Adversarial News and Lost Profits: Manipulating Headlines in LLM-Driven Algorithmic Trading

Advije Rizvani, Giovanni Apruzzese, Pavel Laskov

Large Language Models (LLMs) are increasingly adopted in the financial domain. Their exceptional capabilities to analyse textual data make them well-suited for inferring the sentim…