APA (7th ed.) Citation

Tong, Z., Sun, F., & Nguyen, L. M. (2026). Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications.

Chicago Style (17th ed.) Citation

Tong, Ziyi, Feifei Sun, and Le Minh Nguyen. Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications. 2026.

MLA (9th ed.) Citation

Tong, Ziyi, et al. Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications. 2026.