@article{thehiddencostofmodelingpxvulnerabilityto, title = {The Hidden Cost of Modeling P(X): Vulnerability to Membership Inference Attacks in Generative Text Classifiers}, author = {Owais Makroo and Siva Rajesh Kasa and Sumegh Roychowdhury and Karan Gupta and Nikhil Pattisapu and Santhosh Kasa and Sumit Negi}, year = {2025}, eprint = {2510.16122}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.16122}, }