An efficient watermarking method for latent diffusion models via low-rank adaptation and dynamic loss weighting

Dongdong Lin, Yue Li 0041, Benedetta Tondi, Kaiqing Lin, Bin Li 0011, Mauro Barni. An efficient watermarking method for latent diffusion models via low-rank adaptation and dynamic loss weighting. Expert Syst. Appl., 331:133172, 2026. [doi]

@article{LinLTLLB26,
  title = {An efficient watermarking method for latent diffusion models via low-rank adaptation and dynamic loss weighting},
  author = {Dongdong Lin and Yue Li 0041 and Benedetta Tondi and Kaiqing Lin and Bin Li 0011 and Mauro Barni},
  year = {2026},
  doi = {10.1016/j.eswa.2026.133172},
  url = {https://doi.org/10.1016/j.eswa.2026.133172},
  researchr = {https://researchr.org/publication/LinLTLLB26},
  cites = {0},
  citedby = {0},
  journal = {Expert Syst. Appl.},
  volume = {331},
  pages = {133172},
}