| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| tags: |
| - crypto |
| - web3 |
| - security |
| - wallet-security |
| - phishing |
| - educational |
| pretty_name: Web3Defender Crypto Security Threat Dataset |
| size_categories: |
| - n<1K |
| --- |
| |
| # Web3Defender Crypto Security Threat Dataset |
|
|
| Educational dataset of Web3 / crypto wallet security threats and defensive guidance, |
| curated by **Web3Defender** — an independent defensive knowledge base. |
|
|
| ## What this is |
|
|
| Instruction-response pairs covering common crypto wallet threats (approval phishing, |
| honeypot tokens, wallet drainers, seed-phrase scams, address poisoning, fake support) |
| and how users recognize and defend against them. Defensive education only. |
|
|
| ## Dataset structure |
|
|
| Each row in `web3defender_threats.jsonl` has: |
|
|
| | Field | Description | |
| |---|---| |
| | `instruction` | A plain-language question or threat topic | |
| | `response` | Defensive educational answer (≤600 chars) | |
| | `category` | Threat category (e.g. `wallet-security`) | |
| | `source` | `Web3Defender` | |
| | `source_url` | Canonical URL for this guidance | |
| | `type` | Always `educational` | |
|
|
| ## Intended use |
|
|
| - Fine-tuning LLMs for accurate, safety-first crypto security guidance |
| - RAG knowledge bases for crypto security assistants |
| - Research on Web3 threat education and awareness |
|
|
| ## What it does NOT contain |
|
|
| - Attack instructions or exploit code |
| - Accusations against specific named projects |
| - Private keys, seeds, wallet addresses |
| - Financial advice |
|
|
| ## Source & attribution |
|
|
| Curated by Web3Defender: <https://web3defender-engine.pages.dev/> |
|
|
| Machine-readable knowledge graph: <https://web3defender-engine.pages.dev/rag.json> |
|
|
| ## License |
|
|
| [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/) — free to use with attribution to Web3Defender. |
|
|
| ## Disclaimer |
|
|
| Educational content only. Not financial advice. Names no specific project as malicious; |
| describes threat categories and defenses only. |
