File size: 1,995 Bytes
0c43b97
 
 
 
4e936bf
 
0c43b97
4e936bf
 
 
 
 
 
 
 
0c43b97
4e936bf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ba12b03
 
 
 
 
 
 
4e936bf
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
---
license: mit
configs:
- config_name: vulnerable-w-explanations
  data_files: db-vulnerable.csv
  default: true
- config_name: verified-functions
  data_files: db-verified.csv
language:
- en
tags:
- finance
pretty_name: Smart Contract Vulnerabilities with Explanations
size_categories:
- 1K<n<10K
---

# Smart Contract Vulnerabilities with Explanations (`vulnerable-w-explanations`)

This repository offers two datasets of `Solidity` functions,
This dataset comprises vulnerable `Solidity` functions audited by 5 auditing companies:
- [Codehawks](https://www.codehawks.com/)
- [ConsenSys](https://consensys.io/)
- [Cyfrin](https://www.cyfrin.io/)
- [Sherlock](https://www.sherlock.xyz/)
- [Trust Security](https://www.trust-security.xyz/)

These audits are nicely compiled by [Solodit](https://solodit.xyz/).

## Fields
1. `name` - Title of audit report
2. `severity` - Severity of vulnerabiliy (`Low`, `Medium`, `High`)
3. `description` - Description/Explanation of the vulnerability
4. `recommendation` - Recommended mitigation of the vulnerability
5. `impact` (Optional) - Explains how the vulnerability affects the smart contract
6. `function` - Raw vulnerable *solidity* code (*Sometimes this could be inaccurate. Best efforts were made to clean-up the dataset but some rows might include other programming languages e.g. javascript*)

# Verified functions (`verified-functions`)

This repository also includes a dataset with functions with no known vulnerabilities. They were scraped-off from [Etherscan](https://etherscan.io). 

Specifically, the functions are a part of the top 500 auditted contracts holding at least `1 ETH`.

## Fields
1. `function` -  Raw solidity code

# Usage

```python
from datasets import load_dataset
dataset = load_dataset("msc-smart-contract-audition/vulnerable-functions-base", escapechar='\\')
```

# Additional Info

This dataset serves as basis for the other datasets in this family which are built for tasks s.a. Classification or Seq2Seq generation.