Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives - Hanke, Vincent; Blanchard, Tom; Boenisch, Franziska; Olatunji, Iyiola E.; Backes, Michael; Dziedzic, Adam (Advances in Neural Information Processing Systems, 2024)