Ziyi Tong

Identifiers

• name variant Ziyi Tong 0.60 · backfill

Papers (2)

1. Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications cs.CL · 2026 · author #1
2. Lost in Modality: Evaluating the Effectiveness of Text-Based Membership Inference Attacks on Large Multimodal Models cs.CR · 2025 · author #1

Mentions

• 2605.26133 #1 · arxiv_oai · confidence 0.70 Ziyi Tong
• 2512.03121 #1 · arxiv_oai · confidence 0.70 Ziyi Tong

Frequent Coauthors

• Feifei Sun 2 shared papers
• Le Minh Nguyen 2 shared papers