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Medical Large Language Models Are Vulnerable to Data-Poisoning Attacks

Daniel Alexander Alber,Zihao Yang, Anton Alyakin,Eunice Yang, Sumedha Rai,Aly A. Valliani,Jeff Zhang, Gabriel R. Rosenbaum, Ashley K. Amend-Thomas,David B. Kurland, Caroline M. Kremer,Alexander Eremiev, Bruck Negash, Daniel D. Wiggan, Michelle A. Nakatsuka,Karl L. Sangwon,Sean N. Neifert, Hammad A. Khan, Akshay Vinod Save, Adhith Palla, Eric A. Grin, Monika Hedman,Mustafa Nasir-Moin,Xujin Chris Liu,Lavender Yao Jiang,Michal A. Mankowski,Dorry L. Segev,Yindalon Aphinyanaphongs,Howard A. Riina,John G. Golfinos,Daniel A. Orringer,Douglas Kondziolka,Eric Karl Oermann

Nature Medicine(2025)

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