4 citations · 5 across the 6 of their papers we have counts for
7 papers
Towards Fully Automated Medical Imaging Code Generation via Validation-based Context Engineering
Zixiao Zhao, Jing Sun, Zhe Hou +5
Large language models (LLMs) have demonstrated considerable promise in program generation for small-scale and conventional application development; however, they remain limited whe…
Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework
Zhaoqi Wang, Daqing He, Zijian Zhang +13
While retrieval-augmented generation systems partially address the hallucination issues in large language models, it also introduces new vulnerabilities to knowledge corruption att…
Beyond Detection: Agentic Attack Synthesis and Simulation for Smart Contracts
Xianhao Zhang, Jing Sun, Zijian Zhang +4
Smart contract vulnerabilities pose severe financial risks, yet existing security tools largely stop at vulnerability detection, offering limited support for explaining whether rep…
Distilling Lightweight Language Models for C/C++ Vulnerabilities
Zhiyuan Wei, Xiaoxuan Yang, Jing Sun +1
The increasing complexity of modern software systems exacerbates the prevalence of security vulnerabilities, posing risks of severe breaches and substantial economic loss. Conseque…
Adaptive Plan-Execute Framework for Smart Contract Security Auditing
Zhiyuan Wei, Jing Sun, Zijian Zhang +2
Large Language Models (LLMs) have shown great promise in code analysis and auditing; however, they still struggle with hallucinations and limited context-aware reasoning. We introd…
LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection
Zhiyuan Wei, Jing Sun, Zijiang Zhang +3
The immutable nature of blockchain technology, while revolutionary, introduces significant security challenges, particularly in smart contracts. These security issues can lead to s…