Smart Contract Vulnerability Dataset: 2000 DeFi Attack Vectors

SCV-1-2000 is a JSONL dataset containing 2000 entries focused on advanced and unconventional smart contract vulnerabilities, with an emphasis on Decentralized Finance (DeFi) protocols. It was created by author pug30 and last updated on February 12, 2026. The dataset is intended for training and evaluating models in smart contract security.

Use Cases

• Train machine learning models for vulnerability detection based on described smart contract attack vectors.
• Benchmark security analysis tools using the dataset's 2000 focused vulnerability entries.
• Research unconventional attack patterns in Decentralized Finance (DeFi) protocols as mentioned in the description.

Strengths

• Contains 2000 entries (SCV-1 to SCV-2000) providing a substantial corpus for analysis.
• Focuses on advanced and unconventional vulnerabilities, which may be less covered in other datasets.
• Emphasizes Decentralized Finance (DeFi) protocols, a high-stakes application domain.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is known but other metadata like file formats, size, and license is unknown.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

huggingface, author pug30

Collection Method

Method of gathering is not specified in the provided description.

Time Range

Temporal coverage is not specified.

Freshness

Last updated 2026-02-12 18:44:59; freshness should be verified.

Geography

Spatial coverage is not applicable for this domain.