Papers
1–3 of 3Research Paper·Mar 11, 2026
Re-Evaluating EVMBench: Are AI Agents Ready for Smart Contract Security?
EVMbench, released by OpenAI, Paradigm, and OtterSec, is the first large-scale benchmark for AI agents on smart contract security. Its results -- agents detect up to 45.6% of vulnerabilities and explo...
8.0 viability
Research Paper·Mar 9, 2026
SmartGraphical: A Human-in-the-Loop Framework for Detecting Smart Contract Logical Vulnerabilities via Pattern-Driven Static Analysis and Visual Abstraction
Smart contracts are fundamental components of blockchain ecosystems; however, their security remains a critical concern due to inherent vulnerabilities. While existing detection methodologies are pred...
7.0 viability
Research Paper·Mar 5, 2026
EVMbench: Evaluating AI Agents on Smart Contract Security
Smart contracts on public blockchains now manage large amounts of value, and vulnerabilities in these systems can lead to substantial losses. As AI agents become more capable at reading, writing, and ...
6.0 viability