def caida():
# normal_sigs, normal_nodes = parseToCoo('../loc6-20070501-100.sigs',
# undirected=True)
# model, para, debug_ret = select_model(len(normal_nodes), normal_sigs, 50, 50, True)
# import ipdb;ipdb.set_trace()
# ROOT = '/home/wangjing/LocalResearch/CyberData/caida-data/passive-2013/'
ROOT = '../'
normal_sigs, normal_nodes = parseToCoo(ROOT + \
'equinix-sanjose.dirA.20130117-125912.UTC.anon-10.sigs',
undirected=True, first_k=None)
botnet_sigs, botnet_nodes = parseToCoo(
'../ddostrace.20070804_134936-10.sigs', undirected=True)
model, para, debug_ret = select_model(len(normal_nodes), normal_sigs, 4,
1000, True)
data_set = normal_sigs * 3 + botnet_sigs + normal_sigs * 3
divs1 = monitor_deg_dis(data_set, 'CHJ', [debug_ret['CHJ'][1], 1e-10])
divs3 = monitor_deg_dis(data_set, 'BA', [debug_ret['BA'][1], 1e-10])
divs2 = monitor_deg_dis(data_set, 'ER', [debug_ret['ER'][1], 1e-10])
dump_data = {'d1': divs1, 'd2': divs2, 'd3': divs3}
dump(dump_data, './CHJ_overperform_BA.pk')
P.subplot(311)
P.plot(divs1)
P.subplot(312)
P.plot(divs2)
P.subplot(313)
P.plot(divs3)
P.show()
import ipdb
ipdb.set_trace()
def caida():
# normal_sigs, normal_nodes = parseToCoo('../loc6-20070501-100.sigs',
# undirected=True)
# model, para, debug_ret = select_model(len(normal_nodes), normal_sigs, 50, 50, True)
# import ipdb;ipdb.set_trace()
# ROOT = '/home/wangjing/LocalResearch/CyberData/caida-data/passive-2013/'
ROOT = '../'
normal_sigs, normal_nodes = parseToCoo(ROOT + \
'equinix-sanjose.dirA.20130117-125912.UTC.anon-10.sigs',
undirected=True, first_k=None)
botnet_sigs, botnet_nodes = parseToCoo('../ddostrace.20070804_134936-10.sigs', undirected=True)
model, para, debug_ret = select_model(len(normal_nodes), normal_sigs, 4, 1000, True)
data_set = normal_sigs * 3 + botnet_sigs + normal_sigs * 3
divs1 = monitor_deg_dis(data_set, 'CHJ', [debug_ret['CHJ'][1], 1e-10])
divs3 = monitor_deg_dis(data_set, 'BA', [debug_ret['BA'][1], 1e-10])
divs2 = monitor_deg_dis(data_set, 'ER', [debug_ret['ER'][1], 1e-10])
dump_data = {'d1': divs1, 'd2': divs2, 'd3': divs3}
dump(dump_data, './CHJ_overperform_BA.pk')
P.subplot(311)
P.plot(divs1)
P.subplot(312)
P.plot(divs2)
P.subplot(313)
P.plot(divs3)
P.show()
import ipdb;ipdb.set_trace()
def loc6():
normal_sigs, normal_nodes = parseToCoo('../loc6-20070501-100.sigs',
undirected=True)
model, para, debug_ret = select_model(len(normal_nodes), normal_sigs, 50,
50, True)
import ipdb
ipdb.set_trace()
def loc6():
normal_sigs, normal_nodes = parseToCoo('../loc6-20070501-100.sigs',
undirected=True)
model, para, debug_ret = select_model(len(normal_nodes), normal_sigs, 50, 50, True)
import ipdb;ipdb.set_trace()