Bastet is an expert-labeled dataset for DeFi smart contract vulnerabilities drawn from 2021-2024 Code4rena audits, using consensus annotation and a fine-grained two-layer taxonomy to address gaps in prior datasets.
OpenSCV: an open hierarchical taxonomy for smart contract vulnerabilities
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
citation-role summary
background 1
citation-polarity summary
years
2026 2verdicts
UNVERDICTED 2roles
background 1polarities
background 1representative citing papers
Chaintrix achieves 71.7% recall on 120 high-severity vulnerabilities in the EVMbench benchmark and outperforms the strongest frontier-model baseline by 26 percentage points through LLM pipelines grounded in a Cross-Contract Interaction Model and filtered by structural checks.
citing papers explorer
-
Bastet: A Fine-Grained Expert-Labeled Dataset for DeFi Smart Contract Vulnerability Detection
Bastet is an expert-labeled dataset for DeFi smart contract vulnerabilities drawn from 2021-2024 Code4rena audits, using consensus annotation and a fine-grained two-layer taxonomy to address gaps in prior datasets.
-
CHAINTRIX: A multi-pipeline LLM-augmented framework for automated smart-contract security auditing
Chaintrix achieves 71.7% recall on 120 high-severity vulnerabilities in the EVMbench benchmark and outperforms the strongest frontier-model baseline by 26 percentage points through LLM pipelines grounded in a Cross-Contract Interaction Model and filtered by structural checks.