3 papers
cs.AI2026
Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use
Renning Pang, Tian Lan, Leyuan Liu +3
Tool use extends large language models beyond parametric knowledge, but reliable execution requires balancing appropriate reasoning depth with strict structural validity. We approa…
cs.CR2025
Automating Function-Level TARA for Automotive Full-Lifecycle Security
Yuqiao Yang, Yongzhao Zhang, Wenhao Liu +9
As modern vehicles evolve into intelligent and connected systems, their growing complexity introduces significant cybersecurity risks. Threat Analysis and Risk Assessment (TARA) ha…
cs.DS2023
Multi-dimensional Data Quick Query for Blockchain-based Federated Learning
Jiaxi Yang, Sheng Cao, Peng xiangLi +2
Due to the drawbacks of Federated Learning (FL) such as vulnerability of a single central server, centralized federated learning is shifting to decentralized federated learning, a…