# Privacy risks from medical AI tools are not shared equally

> Source: <https://www.nature.com/articles/d41586-026-02288-9>
> Published: 2026-08-04 18:07:07+00:00

- NEWS AND VIEWS

# Privacy risks from medical AI tools are not shared equally

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*Nature* **656**, 42-44 (2026)

*doi: https://doi.org/10.1038/d41586-026-02288-9*

## References

Knolle, M. A.

*et al.**Nature*** 656**, 192–198 (2026).Feldman, V. & Chiyuan, Z. In

*Proc. 34 Int. Conf. Neural Inf. Process. Syst.*(eds Larochelle, H.*et al.*) 2881–2891 (Curran Associates, 2020).Tonekaboni, S., Stempfle, L., Fallahpour, A., Gerych, W. & Ghassemi, M. In

*Adv. Neural Inf. Process. Syst. 39*(eds Belgrave, D.*et al.*) 10555–10580 (2026).Geiping, J., Bauermeister, H., Dröge, H. & Moeller, M. In

*Proc. 34 Int. Conf. Neural Inf. Process. Syst.*(eds Larochelle, H.*et al.*) 16937–16947 (Curran Associates, 2020).Chen, M.

*et al.*In*Proc. 2021 ACM SIGSAC Conf. Comput. Commun. Secur*. 896–911 (ACM, 2021).Shokri, R., Stronati, M., Song, C. & Shmatikov, V. In

*Proc. 2017 IEEE Symp. Secur. Priv.*(ed. O’Conner, L.) 3–18 (IEEE, 2017).Nissenbaum, H.

*Wash.**Law Rev.*** 79**, 119–157 (2004).Gichoya, J. W.

*et al.**Lancet Digit. Health*** 4**, E406–E414 (2022).Abadi, M. et al. In

*Proc. 2016 ACM SIGSAC Conf. Comput. Commun. Secur.*308–318 (ACM, 2016).Suriyakumar, V. M., Papernot, N., Goldenberg, A. & Ghassemi, M. In

*Proc. 2021 ACM Conf. Fairness Account. Transpar.*723–734 (ACM, 2021).

## Competing Interests

The authors declare no competing interests.
