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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Mingxi Ye

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Open access Oct 2026

RPCSpecter: Detecting Blockchain RPC Bugs through a Specification-Driven, Constraint-Aware Fuzzing Approach

Blockchain Remote Procedure Calls (RPCs) serve as the primary interface for interaction between decentralized applications and blockchain networks. Despite their critical role, existing RPC implementations are prone to bugs that are often challenging to detect using traditional testing methods. In this paper, we introd...

Yu Xiao, Yuhong Nan, Zhi-Jie Zhong et al. · 0 citations
#small language model Preprint Oct 2026

HarnessSecurity-Bench: Do Security Mechanisms Really Protect Coding Agent Harnesses?

This work presents HarnessSecurity, the first systematic empirical study and benchmark of open- and closed-source coding agent harnesses, and derives a ten-mechanism taxonomy and assesses 400 harness-mechanism cells using independent ratings by researchers and large language model judges.

Zheng-Yang Zhu, Li-Ming Huang, Run-Min Ji et al. · 0 citations
Jul 2026

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs

PolyUQuest is presented, a verifiable, structure-aware web RAG framework built on a heterogeneous graph that unifies hyperlink topology between pages, DOM hierarchy within pages, and entity-relation knowledge across pages.

Ying Liu, Yingzi Ye, Quan Feng et al. · 0 citations

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