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BSO: Safety Alignment Is Density Ratio Matching

Tien-Phat Nguyen, Truong Nguyen, Thin Nguyen, Duy Minh Ho Nguyen, Ngoc-Thanh Dinh, Trung Le

arXiv preprint arXiv:2605.12339 · 2026

arXiv DOI

BibTeX

@inproceedings{le2026bso,
  title = {BSO: Safety Alignment Is Density Ratio Matching},
  author = {Tien-Phat Nguyen, Truong Nguyen, Thin Nguyen, Duy Minh Ho Nguyen, Ngoc-Thanh Dinh, Trung Le},
  booktitle = {arXiv preprint arXiv:2605.12339},
  year = {2026}
}