malware-detection-dataset-metadata / feature_schema.json
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{
"dataset_type": "metadata-only",
"contains_raw_rows": false,
"contains_model_training_examples": false,
"source_dataset": {
"name": "Brazilian Malware Dataset",
"source_repository": "https://github.com/fabriciojoc/brazilian-malware-dataset",
"source_archive": "https://github.com/fabriciojoc/brazilian-malware-dataset/raw/master/brazilian-malware.zip",
"redistribution_rights_verified": false,
"note": "Source repository does not expose an explicit LICENSE file at time of publication."
},
"target": {
"name": "Label",
"dtype": "int64",
"classes": {
"0": "goodware",
"1": "malware"
}
},
"features": [
{
"name": "BaseOfCode",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "BaseOfData",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "Characteristics",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "DllCharacteristics",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "Entropy",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "FileAlignment",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "ImageBase",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "Machine",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "Magic",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "NumberOfRvaAndSizes",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "NumberOfSections",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "NumberOfSymbols",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "PE_TYPE",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "PointerToSymbolTable",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "Size",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "SizeOfCode",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "SizeOfHeaders",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "SizeOfImage",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "SizeOfInitializedData",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "SizeOfOptionalHeader",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "SizeOfUninitializedData",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
},
{
"name": "TimeDateStamp",
"dtype": "numeric",
"description": "Static PE-header derived numeric feature."
}
]
}