A Crosstalk-Aware Timing Prediction Method in Routing

no code implementations • 7 Mar 2024 • Leilei Jin, Jiajie Xu, Wenjie Fu, Hao Yan, Longxing Shi

With shrinking interconnect spacing in advanced technology nodes, existing timing predictions become less precise due to the challenging quantification of crosstalk-induced delay.

Practical Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration

no code implementations • 10 Nov 2023 • Wenjie Fu, Huandong Wang, Chen Gao, Guanghua Liu, Yong Li, Tao Jiang

Prior attempts have quantified the privacy risks of language models (LMs) via MIAs, but there is still no consensus on whether existing MIA algorithms can cause remarkable privacy leakage on practical Large Language Models (LLMs).

Inference Attack Membership Inference Attack +1

A Probabilistic Fluctuation based Membership Inference Attack for Diffusion Models

no code implementations • 23 Aug 2023 • Wenjie Fu, Huandong Wang, Chen Gao, Guanghua Liu, Yong Li, Tao Jiang

Membership Inference Attack (MIA) identifies whether a record exists in a machine learning model's training set by querying the model.

Inference Attack Membership Inference Attack +1

A state-space mixed membership blockmodel for dynamic network tomography

no code implementations • 31 Dec 2008 • Eric P. Xing, Wenjie Fu, Le Song

In a dynamic social or biological environment, the interactions between the actors can undergo large and systematic changes.