Forta Labelled Datasets
Publicly available datasets of suspicious Web3 activity is limited on all Forta supported chains. Without this, it can be a challenge to create or evaluate machine-learning based solutions.
Inspired by https://cryptoscamdb.org/ and https://www.web3rekt.com/ that keeps track of crypto scams in an open source database, this repository aims to maintain and share Web3 threat related datasets with the Forta community. Contributions are welcome!
Malicious Smart Contracts
Datasets
| 🗂 Filepath | ⛓ Chain | 📝 Description |
|---|---|---|
labels/1/malicious_smart_contracts.csv |
Ethereum Mainnet | Smart contracts deployed on Ethereum Mainnet (chainId: 1). Data was extracted from the following sources:
|
labels/10/malicious_smart_contracts.csv |
Optimism | Smart contracts deployed on Optimism (chainId: 10). Data was extracted from the following sources:
|
Schema
CSV files with the name malicious_smart_contracts.csv will have the following columns:
| Column | Description |
|---|---|
| contract_address | smart contract address involved in exploits/heist/phish |
| contract_tag | smart contract tag from etherscan |
| contract_creator | smart contract's deployer address |
| contract_creation_tx | smart contract creation tx hash |
| contract_creator_tag | smart contract's deployer from etherscan |
| source | where the date came from |
| notes | any additional notes |
| contract_creator_etherscan_label | etherscan labels for contract_creator address |
Phishing Scams
Datasets
| 🗂 Filepath | ⛓ Chain | 📝 Description |
|---|---|---|
labels/1/phishing_scams.csv |
Ethereum Mainnet | Addresses involved in phishing scams. Data was extracted from the following sources:
|
Schema
CSV files with the name phishing_scams.csv will have the following columns:
| Column | Description |
|---|---|
| address | address involved in phishing scam |
| is_contract | boolean flag whether address is a contract or EOA |
| etherscan_tag | address tag from etherscan |
| etherscan_labels | etherscan labels for address |