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3 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. Making Duplicate Reimbursement Unrepresentable: A Verified Ethereum E-Invoice System for Humans and AI Agents

    Sep 29, 2026Jia CaiBitcoinSmart Contracts

    College of Engineering and Computing George Mason UNiversity Fairfax, VA, USA

  2. Do Agent Benchmarks Do What They Say? An Executable-Contract Audit of Tool-Using Agent Environments

    Sep 29, 2026Rohith Reddy Bellibatlu, Zichong Wang, Wenbin ZhangAgentic BenchmarksModel Auditing

    Florida International University, Miami, FL, USA

  3. DeFiFusion: Combining Transaction Events with Smart Contracts to Detect Price Manipulation Attacks

    Sep 12, 2026Rui Cao, Shaojing Fan, Liming Fang +3Decentralized FinanceSmart Contracts

    School of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, China · Department of Electrical and Computer Engineering (ECE), National University of Singapore, Singapore · School of Aerospace Engineering, Nanjing University of Aeronautics and Astronautics, China +2

  4. StateFuse: Deterministic Conflict-Preserving Memory for Multi-Agent Systems

    Jul 7, 2026Sergey Volkov, Yang Li, Ye LuoPersistent StateContracts

    The University of Hong Kong

  5. CyberChainBench: Can AI Agents Secure Smart Contracts Against Real-World On-Chain Vulnerabilities?

    Jun 24, 2026Jintao Huang, Fengqing Jiang, Radha Poovendran +1Smart ContractsModel Vulnerabilities

    1The Ohio State University · University of Washington

  6. SCOPE-FL: A Strategy-proof Chain-based Optimal pareto efficient Federated Learning System

    Jun 16, 2026Seyed Salar Ghazi, Kaiwen Zhang, Mehdi feizi +1Federated LearningShapley Value

    Department of Software and IT Engineering, École de Technologie Supérieure (ÉTS), Montréal, QC H3C 1K3, Canada · Department of Economics, Faculty of Economics and Administrative Sciences, Ferdowsi University of Mashhad, Mashhad, Iran · Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 3G4, Canada

  7. AttackPathGNN: Cross-function vulnerability detection in smart contracts using state interference graphs and conjunction pooling

    Jun 4, 2026Gabriela Dobrita, Simona-Vasilica Oprea, Adela BaraSmart ContractsGraph Neural Networks

    Bucharest University of Economic Studies, Department of Economic Informatics and Cybernetics, no.6 Piața Romană, Bucharest, 010374, Romania

  8. Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation

    Jun 2, 2026Bagus Rakadyanto Oktavianto Putra, Muhamad Risqi Utama Saputra, Widyawan +1Smart ContractsModel Auditing

    Universitas Gadjah Mada, Indonesia · Monash University, Indonesia

  9. Ghost Tool Calls: Issue-Time Privacy for Speculative Agent Tools

    Jun 1, 2026Bardia Mohammadi, Lars Klein, Akhil Arora +1Tool InvocationCall

    Max Planck Institute for Software Systems · EPFL · Aarhus University

  10. Agora: Toward Autonomous Bug Detection in Production-Level Consensus Protocols with LLM Agents

    May 28, 2026Xiang Liu, Sa Song, Zhaowei Zhang +6Bug DetectionSmart Contracts

    School of Computing, National University of Singapore · School of Information and Telecommunication Engineering, Beijing University of Posts and Telecommunications · Peking University +1

  11. SCDBench: A Benchmark for LLM-Based Smart Contract Decompilers

    May 27, 2026Kaihua Qin, Dawn Song, Arthur GervaisSmart ContractsDisassembly

    University of Warwick · UC Berkeley · University College London

  12. Benchmarking LLM-Based Static Analysis for Secure Smart Contract Development: Reliability, Limitations, and Potential Hybrid Solutions

    May 11, 2026Stefan-Claudiu Susan, Andrei Arusoaie, Dorel LucanuSmart ContractsProgram Analysis

    Department of Computer Science Alexandru Ioan Cuza University of Ias,i Ias,i, Romania

  13. SmartEval: A Benchmark for Evaluating LLM-Generated Smart Contracts from Natural Language Specifications

    May 10, 2026Abhinav Goel, Agostino Capponi, Alfio Gliozzo +1Smart ContractsContracts

    Columbia University New York, NY, USA · IBM T.J. Watson Research Center Yorktown Heights, NY, USA

  14. CHAINTRIX: A multi-pipeline LLM-augmented framework for automated smart-contract security auditing

    May 10, 2026Gabriela Dobrita, Simona-Vasilica Oprea, Adela BaraSmart ContractsProgram Analysis

    Bucharest University of Economic Studies, Department of Economic Informatics and Cybernetics, no.6 Piața Romană, Bucharest, 010374, Romania

  15. Tailored Prompts, Targeted Protection: Vulnerability-Specific LLM Analysis for Smart Contracts

    May 5, 2026Xing Zhang, Keyu Zhang, Taohong Zhu +1Smart ContractsModel Vulnerabilities

    NetX Foundation Zug, Switzerland · Department of Computer Science University of Oxford Oxford, UK · Department of Computer Science The University of Manchester Manchester, UK

  16. From CRUD to Autonomous Agents: Formal Validation and Zero-Trust Security for Semantic Gateways in AI-Native Enterprise Systems

    Apr 28, 2026Ignacio PeyranoAgentic DeploymentsSemantic Firewall

    Universidad Austral Rosario, Argentina

  17. A systematic literature Review for Transformer-based Software Vulnerability detection

    Apr 27, 2026Fiza Naseer, Javed Ali Khan, Muhammad Yaqoob +2Model VulnerabilitiesSystematic Review

  18. Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems

    Apr 26, 2026Qi Liu, Xiaohui Chen, Zhihui Zhao +5Model-Based Multi-Agent SystemsCollusion

    College of Computer Science and Technology, Taiyuan University of Technology, Taiyuan, China, 030024 · State Key Laboratory of Internet Architecture, Tsinghua University, Beijing, China, 100084 · China Mobile Research Institute, Beijing, China, 100053 +3

  19. Knowdit: Agentic Smart Contract Vulnerability Detection with Auditing Knowledge Summarization

    Mar 27, 2026Ziqiao Kong, Wanxu Xia, Chong Wang +6Smart ContractsDecentralized Finance

    Nanyang Technological University · Beihang University · Independent Researcher +4

  20. DMind Benchmark: Toward a Holistic Assessment of LLM Capabilities across the Web3 Domain

    Apr 18, 2025Enhao Huang, Pengyu Sun, Shuxun Wang +13Smart ContractsBitcoin

    Zhejiang University Hangzhou, China · The State Key Laboratory of Blockchain and Data Security · DMind.ai Singapore +1