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 — 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.