Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method

Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method

23 September 2024

Jiafeng Guo

Maarten de Rijke

Papers citing "Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method"

5 / 5 papers shown

Title
Automatic Calibration for Membership Inference Attack on Large Language Models Saleh Zare Zade Yao Qiang Xiangyu Zhou Hui Zhu Mohammad Amin Roshani Prashant Khanduri Dongxiao Zhu 25 0 0 06 May 2025
STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings Saksham Rastogi Pratyush Maini Danish Pruthi 37 0 0 18 Apr 2025
Evidencing Unauthorized Training Data from AI Generated Content using Information Isotopes Qi Tao Yin Jinhua Cai Dongqi Xie Yueqi Wang Huili ... Zhou Zhili Wang Shangguang Lyu Lingjuan Huang Yongfeng Lane Nicholas 33 0 0 24 Mar 2025
Quantification of Large Language Model Distillation Sunbowen Lee Junting Zhou Chang Ao Kaige Li Xinrun Du ... Hamid Alinejad-Rokny Min Yang Yitao Liang Zhoufutu Wen Shiwen Ni 83 2 0 22 Jan 2025
Blind Baselines Beat Membership Inference Attacks for Foundation Models Debeshee Das Jie Zhang Florian Tramèr MIALM 64 28 1 23 Jun 2024