def gen_malicious(num_per_dga=10000):
"""Generates num_per_dga of each DGA"""
domains = []
labels = []
# Generate pyskpa domains
domains += pykspa.generate_domains(num_per_dga, datetime(2016, 1, 1))
labels += ['pykspa']*num_per_dga
# matsnu
domains += matsnu.generate_domains(num_per_dga, include_tld=False)
labels += ['matsnu']*num_per_dga
# suppobox
domains += suppobox.generate_domains(num_per_dga, include_tld=False)
labels += ['suppobox']*num_per_dga
# gozi
domains += gozi.generate_domains(num_per_dga, include_tld=False)
labels += ['gozi']*num_per_dga
return domains, labels
def gen_malicious(num_per_dga=10000):
"""Generates num_per_dga of each DGA"""
domains = []
labels = []
# We use some arbitrary seeds to create domains with banjori
banjori_seeds = [
'somestring', 'firetruck', 'bulldozer', 'airplane', 'racecar',
'apartment', 'laptop', 'laptopcomp', 'malwareisbad', 'crazytrain',
'thepolice', 'fivemonkeys', 'hockey', 'football', 'baseball',
'basketball', 'trackandfield', 'fieldhockey', 'softball', 'redferrari',
'blackcheverolet', 'yellowelcamino', 'blueporsche', 'redfordf150',
'purplebmw330i', 'subarulegacy', 'hondacivic', 'toyotaprius',
'sidewalk', 'pavement', 'stopsign', 'trafficlight', 'turnlane',
'passinglane', 'trafficjam', 'airport', 'runway', 'baggageclaim',
'passengerjet', 'delta1008', 'american765', 'united8765',
'southwest3456', 'albuquerque', 'sanfrancisco', 'sandiego',
'losangeles', 'newyork', 'atlanta', 'portland', 'seattle',
'washingtondc'
]
segs_size = max(1, num_per_dga / len(banjori_seeds))
for banjori_seed in banjori_seeds:
domains += banjori.generate_domains(segs_size, banjori_seed)
labels += ['banjori'] * segs_size
domains += corebot.generate_domains(num_per_dga)
labels += ['corebot'] * num_per_dga
# Create different length domains using cryptolocker
crypto_lengths = range(8, 32)
segs_size = max(1, num_per_dga / len(crypto_lengths))
for crypto_length in crypto_lengths:
domains += cryptolocker.generate_domains(segs_size,
seed_num=random.randint(
1, 1000000),
length=crypto_length)
labels += ['cryptolocker'] * segs_size
domains += dircrypt.generate_domains(num_per_dga)
labels += ['dircrypt'] * num_per_dga
# generate kraken and divide between configs
kraken_to_gen = max(1, num_per_dga / 2)
domains += kraken.generate_domains(kraken_to_gen, datetime(2016, 1, 1),
'a', 3)
labels += ['kraken'] * kraken_to_gen
domains += kraken.generate_domains(kraken_to_gen, datetime(2016, 1, 1),
'b', 3)
labels += ['kraken'] * kraken_to_gen
# generate locky and divide between configs
locky_gen = max(1, num_per_dga / 11)
for i in range(1, 12):
domains += lockyv2.generate_domains(locky_gen, config=i)
labels += ['locky'] * locky_gen
# Generate pyskpa domains
domains += pykspa.generate_domains(num_per_dga, datetime(2016, 1, 1))
labels += ['pykspa'] * num_per_dga
# Generate qakbot
domains += qakbot.generate_domains(num_per_dga, tlds=[])
labels += ['qakbot'] * num_per_dga
# ramdo divided over different lengths
ramdo_lengths = range(8, 32)
segs_size = max(1, num_per_dga / len(ramdo_lengths))
for rammdo_length in ramdo_lengths:
domains += ramdo.generate_domains(segs_size,
seed_num=random.randint(1, 1000000),
length=rammdo_length)
labels += ['ramdo'] * segs_size
# ramnit
domains += ramnit.generate_domains(num_per_dga, 0x123abc12)
labels += ['ramnit'] * num_per_dga
# simda
simda_lengths = range(8, 32)
segs_size = max(1, num_per_dga / len(simda_lengths))
for simda_length in range(len(simda_lengths)):
domains += simda.generate_domains(segs_size,
length=simda_length,
tld=None,
base=random.randint(2, 2**32))
labels += ['simda'] * segs_size
return domains, labels
def gen_malicious(num_per_dga=10000):
"""Generates num_per_dga of each DGA"""
domains = []
labels = []
# We use some arbitrary seeds to create domains with banjori
banjori_seeds = ['somestring', 'firetruck', 'bulldozer', 'airplane', 'racecar',
'apartment', 'laptop', 'laptopcomp', 'malwareisbad', 'crazytrain',
'thepolice', 'fivemonkeys', 'hockey', 'football', 'baseball',
'basketball', 'trackandfield', 'fieldhockey', 'softball', 'redferrari',
'blackcheverolet', 'yellowelcamino', 'blueporsche', 'redfordf150',
'purplebmw330i', 'subarulegacy', 'hondacivic', 'toyotaprius',
'sidewalk', 'pavement', 'stopsign', 'trafficlight', 'turnlane',
'passinglane', 'trafficjam', 'airport', 'runway', 'baggageclaim',
'passengerjet', 'delta1008', 'american765', 'united8765', 'southwest3456',
'albuquerque', 'sanfrancisco', 'sandiego', 'losangeles', 'newyork',
'atlanta', 'portland', 'seattle', 'washingtondc']
segs_size = max(1, num_per_dga/len(banjori_seeds))
for banjori_seed in banjori_seeds:
domains += banjori.generate_domains(segs_size, banjori_seed)
labels += ['banjori']*segs_size
domains += corebot.generate_domains(num_per_dga)
labels += ['corebot']*num_per_dga
# Create different length domains using cryptolocker
crypto_lengths = range(8, 32)
segs_size = max(1, num_per_dga/len(crypto_lengths))
for crypto_length in crypto_lengths:
domains += cryptolocker.generate_domains(segs_size,
seed_num=random.randint(1, 1000000),
length=crypto_length)
labels += ['cryptolocker']*segs_size
domains += dircrypt.generate_domains(num_per_dga)
labels += ['dircrypt']*num_per_dga
# generate kraken and divide between configs
kraken_to_gen = max(1, num_per_dga/2)
domains += kraken.generate_domains(kraken_to_gen, datetime(2016, 1, 1), 'a', 3)
labels += ['kraken']*kraken_to_gen
domains += kraken.generate_domains(kraken_to_gen, datetime(2016, 1, 1), 'b', 3)
labels += ['kraken']*kraken_to_gen
# generate locky and divide between configs
locky_gen = max(1, num_per_dga/11)
for i in range(1, 12):
domains += lockyv2.generate_domains(locky_gen, config=i)
labels += ['locky']*locky_gen
# Generate pyskpa domains
domains += pykspa.generate_domains(num_per_dga, datetime(2016, 1, 1))
labels += ['pykspa']*num_per_dga
# Generate qakbot
domains += qakbot.generate_domains(num_per_dga, tlds=[])
labels += ['qakbot']*num_per_dga
# ramdo divided over different lengths
ramdo_lengths = range(8, 32)
segs_size = max(1, num_per_dga/len(ramdo_lengths))
for rammdo_length in ramdo_lengths:
domains += ramdo.generate_domains(segs_size,
seed_num=random.randint(1, 1000000),
length=rammdo_length)
labels += ['ramdo']*segs_size
# ramnit
domains += ramnit.generate_domains(num_per_dga, 0x123abc12)
labels += ['ramnit']*num_per_dga
# simda
simda_lengths = range(8, 32)
segs_size = max(1, num_per_dga/len(simda_lengths))
for simda_length in range(len(simda_lengths)):
domains += simda.generate_domains(segs_size,
length=simda_length,
tld=None,
base=random.randint(2, 2**32))
labels += ['simda']*segs_size
return domains, labels
