2 papers
cs.CR2026
A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning
Zhizhi Peng, Chonghe Zhao, Taotao Wang +7
Machine learning is increasingly deployed through outsourced and cloud-based pipelines, which improve accessibility but also raise concerns about computational integrity, data priv…
cs.MA2025
HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems
Yihan Xia, Taotao Wang, Shengli Zhang +3
Recent advances in LLM-based multi-agent systems have demonstrated remarkable capabilities in complex decision-making scenarios such as financial trading and software engineering.…