4 papers
Subtoxic Questions: Dive Into Attitude Change of LLM's Response in Jailbreak Attempts
Tianyu Zhang, Zixuan Zhao, Jiaqi Huang +2
As Large Language Models (LLMs) of Prompt Jailbreaking are getting more and more attention, it is of great significance to raise a generalized research paradigm to evaluate attack…
CHSEL: Producing Diverse Plausible Pose Estimates from Contact and Free Space Data
Sheng Zhong, Nima Fazeli, Dmitry Berenson
This paper proposes a novel method for estimating the set of plausible poses of a rigid object from a set of points with volumetric information, such as whether each point is in fr…
Secure Split Learning against Property Inference, Data Reconstruction, and Feature Space Hijacking Attacks
Yunlong Mao, Zexi Xin, Zhenyu Li +3
Split learning of deep neural networks (SplitNN) has provided a promising solution to learning jointly for the mutual interest of a guest and a host, which may come from different…
Enrollment Forecast for Clinical Trials at the Planning Phase with Study-Level Historical Data
Mengjia Yu, Sheng Zhong, Yunzhao Xing +1
Given progressive developments and demands on clinical trials, accurate enrollment timeline forecasting is increasingly crucial for both strategic decision-making and trial executi…