How Private Are DNA Embeddings? Inverting Foundation Model Representations of Genomic Sequences

Sofiane Ouaari, Jules Kreuer, Nico Pfeifer

DNA foundation models have become transformative tools in bioinformatics and healthcare applications. Trained on vast genomic datasets, these models can be used to generate sequenc…