SCV-1-2000: 2,000 Advanced DeFi Smart Contract Vulnerabilities

2,000 JSONL records of advanced DeFi smart contract vulnerabilities comprise this dataset released by darkknight25 in June 2025. It focuses on unconventional attack vectors rather than standard reentrancy or overflow issues, specifically targeting Decentralized Finance protocols.

Use Cases

• Training text classification models to categorize DeFi-specific attack vectors using the SCV-1 to SCV-2000 entries
• Benchmarking static analysis tools against 2,000 unconventional vulnerability patterns
• Fine-tuning language models for smart contract auditing using the JSONL-formatted vulnerability descriptions

Strengths

• Contains 2,000 distinct vulnerability entries
• Focuses on specialized DeFi protocol attack vectors
• Provided in JSONL format for machine learning pipeline compatibility

Limitations

• Small sample size of 2,000 records for deep learning applications
• Undocumented schema requires manual inspection of JSONL fields before use

Provenance

Source

darkknight25 via Hugging Face

Freshness

Last updated June 2025.