Dataset

This dataset contains a list of vulnerabilities and attacks sets. We gathered a list of possible layer 7 attacks on APIs and then we selected which attacks can be performed based on the given vulnerabilities.

You can get this dataset in multiple versions in dest directory. These files are our model dataset which we are going to work on.

[
  {
    "vulnerabilities": [
      "sql raw input",
      "multi source access",
      "hardcode password"
    ],
    "attacks": [
      "sql-injection"
    ]
  }
]

size

Dataset stats, based of the dest versions:

Version v0.1 (simple):
Attacks = 9, Vulnerabilities = 112, Dataset size = 500, Dataset files = 10

Version v0.2 (complex):
Attacks = 9, Vulnerabilities = 112, Dataset size = 1000, Dataset files = 5

Version v0.3 (random):
Attacks = 9, Vulnerabilities = 112, Dataset size = 1000, Dataset files = 10

Version v0.4 (normal):
Attacks = 8, Vulnerabilities = 112, Dataset size = 1000, Dataset files = 1

contribute

In order to add new data into our dataset, run the following python script and fill the inputs:

python3 main.py 100 10 # this is the number of batches that you want to import, second is the max vulnerabilities for each batch