Privacy-Preserving Federated Discovery of DNA Motifs with Differential Privacy. (arXiv:2304.01689v1 [cs.CR])

DNA motif discovery is an important issue in gene research, which aims to
identify transcription factor binding sites (i.e., motifs) in DNA sequences to
reveal the mechanisms that regulate gene expression. However, the phenomenon of
data silos and the problem of privacy leakage have seriously hindered the
development of DNA motif discovery. On the one hand, the phenomenon of data
silos makes data collection difficult. On the other hand, the collection and
use of DNA data become complicated and difficult …

collection context data data collection data silos development differential privacy discovery dna factor gene identify important information issue privacy problem research silos