Uncertainty Measurement

LightDefense: A Lightweight Uncertainty-Driven Defense against Jailbreaks via Shifted Token Distribution

Authors: Zhuoran Yang, Jie Peng, Zhen Tan, Tianlong Chen, Yanyong Zhang | Published: 2025-04-02

Prompt Injection

Model Performance Evaluation

Uncertainty Measurement

2025.04.02 2025.05.27

Literature Database

Bayesian Neural Networks With Maximum Mean Discrepancy Regularization

Authors: Jary Pomponi, Simone Scardapane, Aurelio Uncini | Published: 2020-03-02 | Updated: 2020-09-30

Training Method

Uncertainty Measurement

Optimization Methods

2020.03.02 2025.05.28

Literature Database