大模型对齐与安全

From Hazard Identification to Controller Design: Proactive and LLM-Supported Safety Engineering for ML-Powered Systems

Yining Hong, Christopher S. Timperley, Christian Kästner

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 幻觉与事实性 ：safety(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted for publication at the International Conference on AI Engineering (CAIN) 2025

Uncertainty-Aware Tabular Prediction: Evaluating VBLL-Enhanced TabPFN in Safety-Critical Medical Data

Madhushan Ramalingam

机构 * Engineering University of Moratuwa Sri Lanka（穆塔瓦大学工程学院） 纠错

专题命中 幻觉与事实性 ：safety(title,abstract)；分类 cs.LG

SI-FACT: Mitigating Knowledge Conflict via Self-Improving Faithfulness-Aware Contrastive Tuning

Shengqiang Fu

专题命中 幻觉与事实性 ：trustworthy(abstract)；分类 cs.CL、cs.AI

rCamInspector: Building Reliability and Trust on IoT (Spy) Camera Detection using XAI

Priyanka Rushikesh Chaudhary, Manan Gupta, Jabez Christopher, Putrevu Venkata Sai Charan, Rajib Ranjan Maiti

专题命中 幻觉与事实性 ：trustworthy(abstract)