fabriciojoc

# This is only a code snippet extracted from 
# https://github.com/fabriciojoc/2021-Machine-Learning-Security-Evasion-Competition/blob/master/defender/train_classifier.py
class NeedForSpeedModel():

    # numerical attributes
    NUMERICAL_ATTRIBUTES = [
        'virtual_size', 'has_debug', 'imports', 'exports', 'has_relocations',
        'has_resources', 'has_signature', 'has_tls', 'symbols', 'timestamp', 
        'numberof_sections', 'major_image_version', 'minor_image_version', 
        'major_linker_version', 'minor_linker_version', 'major_operating_system_version',

fabriciojoc

import json

class JSONAttributeExtractor():

    # initialize extractor
    def __init__(self, file):
        # save data
        self.data = json.loads(file)
        # attributes
        self.attributes = {}

fabriciojoc

BaseOfCode	BaseOfData	Characteristics	DllCharacteristics	FileAlignment	ImageBase	Machine	Magic	NumberOfRvaAndSizes	NumberOfSections	NumberOfSymbols	PE_TYPE	PointerToSymbolTable	Size	SizeOfCode	SizeOfHeaders	SizeOfImage	SizeOfInitializedData	SizeOfOptionalHeader	SizeOfUninitializedData	TimeDateStamp	Entropy	identifiers1	identifiers2	identifiers3	identifiers4	identifiers5	identifiers6	identifiers7	identifiers8	identifiers9	identifiers10	identifiers11	identifiers12	identifiers13	identifiers14	identifiers15	identifiers16	identifiers17	identifiers18	identifiers19	identifiers20	identifiers21	identifiers22	identifiers23	identifiers24	identifiers25	identifiers26	identifiers27	identifiers28	identifiers29	identifiers30	identifiers31	identifiers32	identifiers33	identifiers34	identifiers35	identifiers36	identifiers37	identifiers38	identifiers39	identifiers40	identifiers41	identifiers42	identifiers43	identifiers44	identifiers45	identifiers46	identifiers47	identifiers48	identifiers49	identifiers50	identifiers51	identifiers