Privacy-hardened and hallucination-resistant synthetic data generation with logic-solvers.

Mitchell J. O'Brien

Mark A. Burgess Brendan Hosking Roc Reguant Anubhav Kaphle Mitchell J. O'Brien Letitia M. F. Sng Yatish Jain Denis C. Bauer Privacy-hardened and hallucination-resistant synthetic data generation with logic-solvers. 2025 41 Bioinform. 11 https://doi.org/10.1093/bioinformatics/btaf600 db/journals/bioinformatics/bioinformatics41.html#BurgessHRKOSJB25

Mark A. Burgess Brendan Hosking Roc Reguant Anubhav Kaphle Mitchell J. O'Brien Letitia M. F. Sng Yatish Jain Denis C. Bauer Privacy-hardened and hallucination-resistant synthetic data generation with logic-solvers. 2024 abs/2410.16705 CoRR https://doi.org/10.48550/arXiv.2410.16705 db/journals/corr/corr2410.html#abs-2410-16705 streams/journals/corr

Roc Reguant Mitchell J. O'Brien Arash Bayat Brendan Hosking Yatish Jain Natalie A. Twine Denis C. Bauer PEPS: Polygenic Epistatic Phenotype Simulation. 810-814 2023 MedInfo https://doi.org/10.3233/SHTI231077 conf/medinfo/2023 db/conf/medinfo/medinfo2023.html#ReguantOBHJTB23 Ibrahima Diouf John Grimes Mitchell J. O'Brien Hamed Hassanzadeh Donna Truran Hoa Ngo Parnesh Raniga Michael Lawley Denis C. Bauer David P. Hansen Sankalp Khanna Roc Reguant An Approach for Generating Realistic Australian Synthetic Healthcare Data. 820-824 2023 MedInfo https://doi.org/10.3233/SHTI231079 conf/medinfo/2023 db/conf/medinfo/medinfo2023.html#DioufGOHTNRLBHK23 Denis C. Bauer Arash Bayat Mark A. Burgess Ibrahima Diouf John Grimes David P. Hansen Hamed Hassanzadeh Brendan Hosking Yatish Jain Anubhav Kaphle Sankalp Khanna Michael Lawley Hoa Ngo Parnesh Raniga Roc Reguant Letitia M. F. Sng Donna Truran Natalie TwineNatalie A. Twine