EVMbench: Evaluating AI Agents on Smart Contract Security
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Justin, Bigger, Andreas, Xu, Xiaohai, Lin, Justin W., Applebaum, Andy, Patwardhan, Tejal, Yukseloglu, Alpin, Watkins, Olivia |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AI Agent Smart Contract Exploit Generation
by: Gervais, Arthur, et al.
Published: (2025)
by: Gervais, Arthur, et al.
Published: (2025)
Re-Evaluating EVMBench: Are AI Agents Ready for Smart Contract Security?
by: Peng, Chaoyuan, et al.
Published: (2026)
by: Peng, Chaoyuan, et al.
Published: (2026)
Giving AI Agents Access to Cryptocurrency and Smart Contracts Creates New Vectors of AI Harm
by: Marino, Bill, et al.
Published: (2025)
by: Marino, Bill, et al.
Published: (2025)
Adaptive Plan-Execute Framework for Smart Contract Security Auditing
by: Wei, Zhiyuan, et al.
Published: (2025)
by: Wei, Zhiyuan, et al.
Published: (2025)
SmartLLM: Smart Contract Auditing using Custom Generative AI
by: Kevin, Jun, et al.
Published: (2025)
by: Kevin, Jun, et al.
Published: (2025)
A Comparative Evaluation of AI Agent Security Guardrails
by: Li, Qi, et al.
Published: (2026)
by: Li, Qi, et al.
Published: (2026)
Automatically Attacking Software Reverse Engineering AI Agents
by: Crawford, Brian, et al.
Published: (2026)
by: Crawford, Brian, et al.
Published: (2026)
AI-Based Vulnerability Analysis of NFT Smart Contracts
by: Wang, Xin, et al.
Published: (2025)
by: Wang, Xin, et al.
Published: (2025)
Towards Compositional Generalization in LLMs for Smart Contract Security: A Case Study on Reentrancy Vulnerabilities
by: Zhou, Ying, et al.
Published: (2026)
by: Zhou, Ying, et al.
Published: (2026)
Security of AI Agents
by: He, Yifeng, et al.
Published: (2024)
by: He, Yifeng, et al.
Published: (2024)
Smart Contract Security Beyond Detection
by: Abdelaziz, Tamer
Published: (2026)
by: Abdelaziz, Tamer
Published: (2026)
CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain
by: Wang, Lingxiang, et al.
Published: (2025)
by: Wang, Lingxiang, et al.
Published: (2025)
ADR: An Agentic Detection System for Enterprise Agentic AI Security
by: Li, Chenning, et al.
Published: (2026)
by: Li, Chenning, et al.
Published: (2026)
Benchmarking LLM-Based Static Analysis for Secure Smart Contract Development: Reliability, Limitations, and Potential Hybrid Solutions
by: Susan, Stefan-Claudiu, et al.
Published: (2026)
by: Susan, Stefan-Claudiu, et al.
Published: (2026)
Towards Secure and Trusted-by-Design Smart Contracts
by: Dargaye, Zaynah, et al.
Published: (2024)
by: Dargaye, Zaynah, et al.
Published: (2024)
Towards Secure and Explainable Smart Contract Generation with Security-Aware Group Relative Policy Optimization
by: Yu, Lei, et al.
Published: (2025)
by: Yu, Lei, et al.
Published: (2025)
AgentWard: A Lifecycle Security Architecture for Autonomous AI Agents
by: Zhang, Yixiang, et al.
Published: (2026)
by: Zhang, Yixiang, et al.
Published: (2026)
Large Language Model based Smart Contract Auditing with LLMBugScanner
by: Yuan, Yining, et al.
Published: (2025)
by: Yuan, Yining, et al.
Published: (2025)
Architectural Design for Secure Smart Contract Development
by: Lewis, Myles, et al.
Published: (2024)
by: Lewis, Myles, et al.
Published: (2024)
LISA Technical Report: An Agentic Framework for Smart Contract Auditing
by: Sun, Izaiah, et al.
Published: (2025)
by: Sun, Izaiah, et al.
Published: (2025)
AgentSCOPE: Evaluating Contextual Privacy Across Agentic Workflows
by: Ngong, Ivoline C., et al.
Published: (2026)
by: Ngong, Ivoline C., et al.
Published: (2026)
SmartLLMSentry: A Comprehensive LLM Based Smart Contract Vulnerability Detection Framework
by: Zaazaa, Oualid, et al.
Published: (2024)
by: Zaazaa, Oualid, et al.
Published: (2024)
Security Analysis of Ponzi Schemes in Ethereum Smart Contracts
by: Zhang, Chunyi, et al.
Published: (2025)
by: Zhang, Chunyi, et al.
Published: (2025)
An Automated Analyzer for Financial Security of Ethereum Smart Contracts
by: Wang, Wansen, et al.
Published: (2022)
by: Wang, Wansen, et al.
Published: (2022)
Securing AI Agents with Information-Flow Control
by: Costa, Manuel, et al.
Published: (2025)
by: Costa, Manuel, et al.
Published: (2025)
Progent: Securing AI Agents with Privilege Control
by: Shi, Tianneng, et al.
Published: (2025)
by: Shi, Tianneng, et al.
Published: (2025)
Mining Characteristics of Vulnerable Smart Contracts Across Lifecycle Stages
by: Peng, Hongli, et al.
Published: (2025)
by: Peng, Hongli, et al.
Published: (2025)
Logic Meets Magic: LLMs Cracking Smart Contract Vulnerabilities
by: Xiao, ZeKe, et al.
Published: (2025)
by: Xiao, ZeKe, et al.
Published: (2025)
Breaking Agent Backbones: Evaluating the Security of Backbone LLMs in AI Agents
by: Bazinska, Julia, et al.
Published: (2025)
by: Bazinska, Julia, et al.
Published: (2025)
From Thinker to Society: Security in Hierarchical Autonomy Evolution of AI Agents
by: Zhang, Xiaolei, et al.
Published: (2026)
by: Zhang, Xiaolei, et al.
Published: (2026)
SeClaw: Spec-Driven Security Task Synthesis for Evaluating Autonomous Agents
by: Cheng, Hao, et al.
Published: (2026)
by: Cheng, Hao, et al.
Published: (2026)
Semantic Interoperability on Blockchain by Generating Smart Contracts Based on Knowledge Graphs
by: Van Woensel, William, et al.
Published: (2024)
by: Van Woensel, William, et al.
Published: (2024)
SC-Bench: A Large-Scale Dataset for Smart Contract Auditing
by: Xia, Shihao, et al.
Published: (2024)
by: Xia, Shihao, et al.
Published: (2024)
ClawLess: A Security Model of AI Agents
by: Lu, Hongyi, et al.
Published: (2026)
by: Lu, Hongyi, et al.
Published: (2026)
SoK: Security and Privacy of AI Agents for Blockchain
by: Romandini, Nicolò, et al.
Published: (2025)
by: Romandini, Nicolò, et al.
Published: (2025)
Securing AI Agents Against Prompt Injection Attacks
by: Ramakrishnan, Badrinath, et al.
Published: (2025)
by: Ramakrishnan, Badrinath, et al.
Published: (2025)
Enhancing Smart Contract Security Analysis with Execution Property Graphs
by: Qin, Kaihua, et al.
Published: (2023)
by: Qin, Kaihua, et al.
Published: (2023)
MoveScanner: Analysis of Security Risks of Move Smart Contracts
by: Luo, Yuhe, et al.
Published: (2025)
by: Luo, Yuhe, et al.
Published: (2025)
Blockchain-Based Secure Vehicle Auction System with Smart Contracts
by: Wu, Ka Wai
Published: (2025)
by: Wu, Ka Wai
Published: (2025)
Securing Smart Contract Languages with a Unified Agentic Framework for Vulnerability Repair in Solidity and Move
by: Karanjai, Rabimba, et al.
Published: (2025)
by: Karanjai, Rabimba, et al.
Published: (2025)
Similar Items
-
AI Agent Smart Contract Exploit Generation
by: Gervais, Arthur, et al.
Published: (2025) -
Re-Evaluating EVMBench: Are AI Agents Ready for Smart Contract Security?
by: Peng, Chaoyuan, et al.
Published: (2026) -
Giving AI Agents Access to Cryptocurrency and Smart Contracts Creates New Vectors of AI Harm
by: Marino, Bill, et al.
Published: (2025) -
Adaptive Plan-Execute Framework for Smart Contract Security Auditing
by: Wei, Zhiyuan, et al.
Published: (2025) -
SmartLLM: Smart Contract Auditing using Custom Generative AI
by: Kevin, Jun, et al.
Published: (2025)