Index

A

abstract_method() (in module sadit.Detector.Ident) (in module sadit.util.util) add_ano_mod() (sadit.Configure.Anomaly.Anomaly method) (sadit.Configure.MarkovAnomaly.MarkovAnomaly method) add_interface_addr() (Configure.Node.NNode method) (sadit.Configure.Node.NNode method) add_modulator() (Configure.Node.NNode method) (sadit.Configure.Node.NNode method) AddModulatorAnomaly (class in sadit.Configure.Anomaly) adjust_mat() (in module sadit.Detector.DetectorLib) adjust_pv() (in module sadit.Detector.DetectorLib) Anomaly (class in sadit.Configure.Anomaly) argsort() (in module sadit.Detector.Ident) (in module sadit.util.util)

ARTDetector (class in sadit.Detector.ART.ART) as_namespace() (in module sadit.util.Namespace) Assign() (sadit.Configure.Address.Ipv4AddressHelper method) assign_link_interface_ip() (sadit.Configure.Network.Network method), [1] ATIP (sadit.Configure.Anomaly.AtypicalUserAnomaly attribute) Attr (class in sadit.Configure.mod_util) attr_convert() (sadit.Detector.Data.HDF_Xflow method) AtypicalUserAnomaly (class in sadit.Configure.Anomaly)

B

BaseExper (class in sadit.Experiment.BaseExper) Batch (class in sadit.Experiment.Batch)

binary_search() (in module sadit.util.util)

C

cal_I_rec() (in module sadit.Detector.RobustDetector) cal_norm_em() (sadit.Detector.StoDetector.DummyShiftWindowDetector method) (sadit.Detector.StoDetector.DynamicStoDetector method) (sadit.Detector.StoDetector.PeriodStaticDetector method) (sadit.Detector.StoDetector.PeriodStoDetector method) (sadit.Detector.StoDetector.SlowDriftStaticDetector method) (sadit.Detector.StoDetector.StoDetector method) (sadit.Detector.StoDetector.TwoWindowAnoDetector method) choose_ip_addr() (in module sadit.Configure.mod_util) CIDR_to_subnet_mask() (in module sadit.util.net) clean() (sadit.Detector.ART.ART.ARTDetector method) compile() (sadit.Detector.ART.ART.ARTDetector method) ComponentFlowPairIdent (class in sadit.Detector.Ident) ComponentFlowStateIdent (class in sadit.Detector.Ident) config_traffic() (sadit.Configure.Network.Network method), [1]

configure() (sadit.Experiment.Sim.Sim method) CONV (sadit.Detector.Data.MySQLDatabase attribute) convert_unit() (in module sadit.Configure.Network) copy() (sadit.util.Counter.Counter method) copy_lines() (in module sadit.Experiment.DetectBatch) Counter (class in sadit.util.Counter) create_topology() (sadit.Configure.Network.Network method), [1] CTMCBehaviour (class in sadit.Configure.Behaviour)

D

Data (class in sadit.Detector.Data) DataEndException DataHandler (class in sadit.Detector.DataHandler) del_mod() (sadit.Configure.Anomaly.Anomaly method) (sadit.Configure.MarkovAnomaly.MarkovAnomaly method) del_none_key() (in module sadit.util.util) delattr() (sadit.util.Namespace.Namespace static method) DerivativeFlowPairIdent (class in sadit.Detector.Ident) DerivativeFlowStateIdent (class in sadit.Detector.Ident) Detect (class in sadit.Experiment.Detect) detect() (in module sadit.Detector.API) (sadit.Detector.ART.ART.ARTDetector method) (sadit.Detector.RobustDetector.RobustDetector method) (sadit.Detector.SVMDetector.SVMFlowByFlowDetector method) (sadit.Detector.SVMDetector.SVMTemporalDetector method) (sadit.Detector.StoDetector.StoDetector method) (sadit.Experiment.Detect.Detect method) DetectBatch (class in sadit.Experiment.DetectBatch) DetectCompare (class in sadit.Experiment.DetectCompare) detector_plot_dump() (in module sadit.Detector.API)

DF() (in module sadit.util.util) dict_sget() (in module sadit.Experiment.Batch) dict_sset() (in module sadit.Experiment.Batch) dict_supdate() (in module sadit.Experiment.Batch) DottedIPToInt() (in module sadit.Configure.Address) DT (sadit.Detector.Data.HDF_FlowExporter attribute) (sadit.Detector.Data.HDF_FS attribute) (sadit.Detector.Data.HDF_Pcap2netflow attribute) (sadit.Detector.Data.HDF_Xflow attribute) (sadit.Detector.Data.PreloadHardDiskFile attribute) DTM (sadit.Detector.Data.HDF_Xflow attribute) DTMCBehaviour (class in sadit.Configure.Behaviour) DummyShiftWindowDetector (class in sadit.Detector.StoDetector) dump() (sadit.Detector.ART.ART.ARTDetector method) (sadit.Detector.SVMDetector.SVMDetector method) (sadit.Detector.StoDetector.StoDetector method) Dump2Txt() (in module sadit.util.util) DynamicStoDetector (class in sadit.Detector.StoDetector)

E

elements() (sadit.util.Counter.Counter method) eq_cons() (in module sadit.util.joint_pdf) export() (sadit.Experiment.Batch.Batch method) (sadit.Experiment.DetectBatch.DetectBatch method) export_ab_flow_entropy() (sadit.Detector.StoDetector.StoDetector method)

export_ab_flow_raw() (sadit.Experiment.DetectBatch.DetectBatch method) export_abnormal_flow() (sadit.Detector.StoDetector.FBAnoDetector method) export_ano_flow_para() (sadit.Configure.Anomaly.Anomaly method) (sadit.Configure.Anomaly.AtypicalUserAnomaly method) (sadit.Configure.MarkovAnomaly.MarkovAnomaly method) export_ident_flow() (sadit.Experiment.DetectBatch.DetectBatch method)

F

FakeDataHandler (class in sadit.Detector.DataHandler) FBAnoDetector (class in sadit.Detector.StoDetector) FBQuantizeDataHandler (class in sadit.Detector.DataHandler) FetchNoDataException FIELDS (sadit.Detector.Data.HDF_Xflow attribute) (sadit.Detector.Data.MySQLDatabase attribute) (sadit.Detector.Data.PreloadHardDiskFile attribute) filter_states() (sadit.Detector.Ident.FlowPairIdent method) (sadit.Detector.Ident.FlowStateIdent method) Find() (in module sadit.util.util) find_abnormal_windows() (sadit.Detector.StoDetector.StoDetector static method) find_seg() (in module sadit.Detector.mod_util) FixQuoteBug() (in module sadit.Configure.mod_util)

flatten() (sadit.Detector.Ident.FlowPairIdent method) FlowPairIdent (class in sadit.Detector.Ident) FlowStateIdent (class in sadit.Detector.Ident) FORMAT (sadit.Detector.Data.HDF_FlowExporter attribute) (sadit.Detector.Data.HDF_FS attribute) (sadit.Detector.Data.HDF_Pcap2netflow attribute) (sadit.Detector.Data.HDF_Xflow attribute) (sadit.Detector.Data.PreloadHardDiskFile attribute) four_flow_types() (sadit.Experiment.MultiSrvExperiment.MultiSrvExperiment method) FROM_CLS() (in module sadit.util.util) from_mapping() (sadit.util.Namespace.Namespace class method) from_object() (sadit.util.Namespace.Namespace class method) from_sequence() (sadit.util.Namespace.Namespace class method) fromkeys() (sadit.util.Counter.Counter class method)

G

gen_dot() (sadit.Configure static method) Generator (class in sadit.Configure.Generator) get_ab_flow_seq() (sadit.Detector.StoDetector.FBAnoDetector method) get_ano_list() (sadit.Experiment.MultiSrvExperiment.MultiSrvExperiment method) get_diff_jpdf() (in module sadit.util.joint_pdf) get_diff_jpdf_with_ini() (in module sadit.util.joint_pdf) get_em() (sadit.Detector.DataHandler.DataHandler method) (sadit.Detector.DataHandler.FBQuantizeDataHandler method) (sadit.Detector.DataHandler.ModelBasedQuantizeDataHandler method) (sadit.Detector.DataHandler.ModelFreeQuantizeDataHandler method) (sadit.Detector.StoDetector.StoDetector method) get_embed_MC() (in module sadit.Configure.Behaviour) get_fea_slice() (sadit.Detector.DataHandler.QuantizeDataHandler method) get_feature_hash_list() (in module sadit.Detector.DetectorLib) get_generator() (in module sadit.Configure.Generator) get_generator_list() (sadit.Configure.Anomaly.Anomaly method) (sadit.Configure.MarkovAnomaly.MarkovAnomaly method) get_help_docs() (in module sadit.util.util) get_hoeffding_threshold() (sadit.Detector.StoDetector.StoDetector method) get_info_state_by_state() (sadit.Detector.Ident.FlowPairIdent method) (sadit.Detector.Ident.FlowStateIdent method)

get_min_max() (sadit.Detector.Data.Data method) (sadit.Detector.Data.MySQLDatabase method) get_net() (in module sadit.util.net) get_net_addr() (in module sadit.util.net) get_net_desc() (sadit.Experiment.MultiSrvExperiment.MultiSrvExperiment method) get_new_gen() (sadit.Configure.Generator.HarpoonG method) get_norm_desc() (sadit.Experiment.MultiSrvExperiment.MultiSrvExperiment method) get_profile_with_ano() (sadit.Configure.Anomaly.Anomaly method) get_rows() (sadit.Detector.Data.Data method) get_slice() (in module sadit.Detector.Ident) get_start_time() (sadit.Detector.SVMDetector.SVMDetector method) (sadit.Detector.SVMDetector.SVMFlowByFlowDetector method) get_state_likelihood() (sadit.Detector.Ident.FlowStateIdent method) get_svm_fea_deprec() (sadit.Detector.DataHandler.SVMTemporalHandler method) get_where() (sadit.Detector.Data.Data method) getattr() (sadit.util.Namespace.Namespace static method)

H

H() (in module sadit.util.joint_pdf) handlers (sadit.Detector.Data.HDF_Xflow attribute) HarpoonG (class in sadit.Configure.Generator) hasattr() (sadit.util.Namespace.Namespace static method) HDF_FlowExporter (class in sadit.Detector.Data)

HDF_FS (class in sadit.Detector.Data) HDF_Pcap2netflow (class in sadit.Detector.Data) HDF_Xflow (class in sadit.Detector.Data) hoeffding_rule() (sadit.Detector.StoDetector.StoDetector method) HOME (sadit.Detector.ART.ART.ARTDetector attribute)

I

I() (sadit.Detector.RobustDetector.RobustDetector method) (sadit.Detector.StoDetector.DynamicStoDetector method) (sadit.Detector.StoDetector.FBAnoDetector method) (sadit.Detector.StoDetector.ModelBaseAnoDetector method) (sadit.Detector.StoDetector.ModelFreeAnoDetector method) (sadit.Detector.StoDetector.StoDetector method) I1() (in module sadit.Detector.DetectorLib) I2() (in module sadit.Detector.DetectorLib) ident() (sadit.Detector.StoDetector.FBAnoDetector method) idx (sadit.Configure.Anomaly.AtypicalUserAnomaly attribute) idx2sub() (sadit.Detector.Ident.FlowPairIdent method) IN() (in module sadit.util.util) infect_modulator() (sadit.Configure.Anomaly.Anomaly method) info_cal() (sadit.Detector.Ident.ComponentFlowPairIdent static method) (sadit.Detector.Ident.ComponentFlowStateIdent static method) (sadit.Detector.Ident.DerivativeFlowPairIdent static method) (sadit.Detector.Ident.DerivativeFlowStateIdent static method) (sadit.Detector.Ident.FlowPairIdent static method) (sadit.Detector.Ident.FlowStateIdent static method) init() (sadit.Configure.Network.Network method), [1]

init_para() (sadit.Experiment.MultiSrvExperiment.MultiSrvExperiment method) init_parser() (sadit.Detector.RobustDetector.RobustDetector method) (sadit.Detector.SVMDetector.SVMDetector method) (sadit.Detector.SVMDetector.SVMFlowByFlowDetector method) (sadit.Detector.SVMDetector.SVMTemporalDetector method) (sadit.Detector.StoDetector.DummyShiftWindowDetector method) (sadit.Detector.StoDetector.PeriodStaticDetector method) (sadit.Detector.StoDetector.PeriodStoDetector method) (sadit.Detector.StoDetector.SlowDriftStaticDetector method) (sadit.Detector.StoDetector.StoDetector method) (sadit.Detector.StoDetector.TwoWindowAnoDetector method) (sadit.Experiment.BaseExper.BaseExper method) (sadit.Experiment.Batch.Batch method) (sadit.Experiment.Detect.Detect method) (sadit.Experiment.DetectCompare.DetectCompare method) (sadit.Experiment.Sim.Sim method) (sadit.Experiment.SimDetect.SimDetect method) init_traffic_dynamic() (Configure.Node.NNode method) (sadit.Configure.Node.NNode method) init_traffic_static() (Configure.Node.NNode method) (sadit.Configure.Node.NNode method) inject_anomaly() (sadit.Configure.Network.Network method), [1] inter_csv_data (sadit.Detector.ART.ART.ARTDetector attribute) IntToDottedIP() (in module sadit.Configure.Address) IP2() (sadit.Detector.Data.HDF_Pcap2netflow method) Ipv4AddressHelper (class in sadit.Configure.Address) is_basic_type() (in module sadit.Detector.StoDetector)

J

joint_prob_trans() (in module sadit.util.joint_pdf)

L

len2mask() (in module sadit.util.net) link_attr_list_to_map() (in module sadit.Configure.Network) Load() (in module sadit.util.util)

load_para() (in module sadit.util.util) load_pred() (sadit.Detector.SVMDetector.SVMDetector method)

M

m_id (Configure.Node.NNode attribute) (sadit.Configure.Node.NNode attribute) MarkovAnomaly (class in sadit.Configure.MarkovAnomaly) MarkovModulator (class in sadit.Configure.Modulator) MarkovNode (class in Configure.Node) (class in sadit.Configure.Node) mean() (in module sadit.Detector.Ident) meval() (in module sadit.util.util) mkiter() (in module sadit.util.util) model_based() (in module sadit.Detector.DetectorLib) model_free() (in module sadit.Detector.DetectorLib) ModelBaseAnoDetector (class in sadit.Detector.StoDetector)

ModelBasedQuantizeDataHandler (class in sadit.Detector.DataHandler) ModelFreeAnoDetector (class in sadit.Detector.StoDetector) ModelFreeQuantizeDataHandler (class in sadit.Detector.DataHandler) Modulator (class in sadit.Configure.Modulator) most_common() (sadit.util.Counter.Counter method) ms_detect() (sadit.Experiment.MultiSrvExperiment.MultiSrvExperiment method) MultiSrvExperiment (class in sadit.Experiment.MultiSrvExperiment) MVGenerator (class in sadit.Configure.Generator) MySQLDatabase (class in sadit.Detector.Data)

N

NAME (sadit.Configure.Anomaly.AtypicalUserAnomaly attribute) Namespace (class in sadit.util.Namespace) NEdge (class in Configure.Edge) Network (class in sadit.Configure.Network), [1] NewAddress() (sadit.Configure.Address.Ipv4AddressHelper method)

NewNetwork() (sadit.Configure.Address.Ipv4AddressHelper method) NNode (class in Configure.Node) (class in sadit.Configure.Node) norm_fea() (sadit.Detector.SVMDetector.SVMDetector static method) NumAddressBits() (sadit.Configure.Address.Ipv4AddressHelper method)

O

OUT() (in module sadit.util.util)

P

parse() (sadit.Detector.Data.HDF_Xflow static method) ParseArg() (in module sadit.Configure.mod_util) pca() (sadit.Detector.SVMDetector.SVMDetector method) PeriodStaticDetector (class in sadit.Detector.StoDetector) PeriodStoDetector (class in sadit.Detector.StoDetector) PLManager (class in sadit.Detector.RobustDetector) plot() (sadit.Detector.ART.ART.ARTDetector method) (sadit.Detector.SVMDetector.SVMDetector method) (sadit.Detector.StoDetector.FBAnoDetector method) (sadit.Detector.StoDetector.StoDetector method) plot_dump() (sadit.Detector.ART.ART.ARTDetector method) (sadit.Detector.SVMDetector.SVMDetector method) (sadit.Detector.StoDetector.StoDetector method) (sadit.Experiment.DetectCompare.DetectCompare method) plot_points() (in module sadit.Detector.mod_util) plot_pred() (sadit.Detector.SVMDetector.SVMFlowByFlowDetector method) (sadit.Detector.SVMDetector.SVMTemporalDetector method) plot_seg() (in module sadit.Detector.mod_util)

PORT2() (sadit.Detector.Data.HDF_Pcap2netflow method) port_str_to_int() (sadit.Detector.Data.HDF_Xflow method) predict() (sadit.Detector.SVMDetector.SVMDetector method) PreloadHardDiskFile (class in sadit.Detector.Data) print_detector_help() (in module sadit.Detector.API) print_help() (sadit.Experiment.BaseExper.BaseExper method) (sadit.Experiment.Detect.Detect method) PrintModelBase() (in module sadit.util.util) PrintModelFree() (in module sadit.util.util) PrintVar() (in module sadit.util.util) process_data() (sadit.Detector.RobustDetector.PLManager method) profile (sadit.Configure.Modulator.Modulator attribute)

Q

quantize_fea() (sadit.Detector.DataHandler.QuantizeDataHandler method) quantize_state() (in module sadit.Detector.DetectorLib)

QuantizeDataHandler (class in sadit.Detector.DataHandler)

R

RandDist() (in module sadit.Configure.mod_util) RE (sadit.Detector.Data.HDF_FlowExporter attribute) (sadit.Detector.Data.HDF_FS attribute) (sadit.Detector.Data.HDF_Pcap2netflow attribute) (sadit.Detector.Data.HDF_Xflow attribute) (sadit.Detector.Data.PreloadHardDiskFile attribute) record() (sadit.Detector.StoDetector.StoDetector method) register() (sadit.Detector.RobustDetector.PLManager method) reset_record() (sadit.Detector.StoDetector.StoDetector method)

rg_type (sadit.Detector.SVMDetector.SVMDetector attribute) RobustDetector (class in sadit.Detector.RobustDetector) ROOT (sadit.Detector.ART.ART.ARTDetector attribute) (sadit.Experiment.BaseExper.BaseExper attribute) run() (sadit.Configure.Anomaly.AddModulatorAnomaly method) (sadit.Configure.Anomaly.Anomaly method) (sadit.Configure.Anomaly.AtypicalUserAnomaly method) (sadit.Experiment.BaseExper.BaseExper method) (sadit.Experiment.Batch.Batch method) (sadit.Experiment.Detect.Detect method) (sadit.Experiment.DetectCompare.DetectCompare method) (sadit.Experiment.Sim.Sim method) (sadit.Experiment.SimDetect.SimDetect method)

S

s_id (Configure.Node.MarkovNode attribute) (Configure.Node.NNode attribute) (sadit.Configure.Node.MarkovNode attribute) (sadit.Configure.Node.NNode attribute) sadit.Configure (module) sadit.Configure.Address (module) sadit.Configure.Anomaly (module) sadit.Configure.Behaviour (module) sadit.Configure.Edge (module) sadit.Configure.Generator (module) sadit.Configure.MarkovAnomaly (module) sadit.Configure.mod_util (module) sadit.Configure.Modulator (module) sadit.Configure.Network (module), [1] sadit.Configure.Node (module) sadit.Detector.API (module) sadit.Detector.ART.ART (module) sadit.Detector.Data (module) sadit.Detector.DataHandler (module) sadit.Detector.DetectorLib (module) sadit.Detector.Ident (module) sadit.Detector.mod_util (module) sadit.Detector.RobustDetector (module) sadit.Detector.StoDetector (module) sadit.Detector.SVMDetector (module) sadit.Experiment.BaseExper (module) sadit.Experiment.Batch (module) sadit.Experiment.Detect (module) sadit.Experiment.DetectBatch (module) sadit.Experiment.DetectCompare (module) sadit.Experiment.MultiSrvExperiment (module) sadit.Experiment.Sim (module) sadit.Experiment.SimDetect (module) sadit.util (module) sadit.util.Counter (module)

sadit.util.joint_pdf (module) sadit.util.mod (module) sadit.util.Namespace (module) sadit.util.net (module) sadit.util.util (module) sample() (sadit.Detector.SVMDetector.SVMFlowByFlowDetector static method) save_addi_info() (sadit.Detector.RobustDetector.RobustDetector method) (sadit.Detector.StoDetector.StoDetector method) save_csv() (in module sadit.util.util) save_plot_as_csv() (sadit.Detector.SVMDetector.SVMDetector method) scale() (sadit.Detector.SVMDetector.SVMDetector method) select() (sadit.Detector.RobustDetector.PLManager method) set_args() (sadit.Detector.ART.ART.ARTDetector method) (sadit.Detector.SVMDetector.SVMTemporalDetector method) set_detect_result() (sadit.Detector.Ident.FlowStateIdent method) setattr() (sadit.util.Namespace.Namespace static method) SetBase() (sadit.Configure.Address.Ipv4AddressHelper method) Sim (class in sadit.Experiment.Sim) SimDetect (class in sadit.Experiment.SimDetect) simulate() (sadit.Experiment.Sim.Sim method) SL() (in module sadit.Detector.DetectorLib) SlowDriftStaticDetector (class in sadit.Detector.StoDetector) SperottoIPOM (class in sadit.Detector.Data) stage() (sadit.Configure.Modulator.MarkovModulator method) start (sadit.Configure.Modulator.Modulator attribute) stat() (sadit.Detector.SVMDetector.SVMDetector method) StoDetector (class in sadit.Detector.StoDetector) sub2idx() (sadit.Detector.Ident.FlowPairIdent method) SVMDetector (class in sadit.Detector.SVMDetector) SVMFlowByFlowDetector (class in sadit.Detector.SVMDetector) SVMTemporalDetector (class in sadit.Detector.SVMDetector) SVMTemporalHandler (class in sadit.Detector.DataHandler) sync() (Configure.Node.MarkovNode method) (Configure.Node.NNode method) (sadit.Configure.Generator.HarpoonG method) (sadit.Configure.Generator.MVGenerator method) (sadit.Configure.Modulator.MarkovModulator method) (sadit.Configure.Node.MarkovNode method) (sadit.Configure.Node.NNode method)

T

TABLE (sadit.Detector.Data.MySQLDatabase attribute) test_p2() (in module sadit.util.joint_pdf) TO_CLS() (in module sadit.util.util) topo (sadit.Experiment.MultiSrvExperiment.MultiSrvExperiment attribute)

train() (sadit.Detector.SVMDetector.SVMDetector method) two_flow_types() (sadit.Experiment.MultiSrvExperiment.MultiSrvExperiment method) TwoWindowAnoDetector (class in sadit.Detector.StoDetector)

U

update() (sadit.util.Counter.Counter method) update_not_none() (in module sadit.util.util)

update_unique_src_ip() (sadit.Detector.DataHandler.SVMTemporalHandler method)

V

vector_quantize_states() (in module sadit.Detector.DetectorLib)

W

write() (sadit.Configure.Network.Network method), [1] write_dat() (sadit.Detector.SVMDetector.SVMFlowByFlowDetector method) (sadit.Detector.SVMDetector.SVMTemporalDetector method)

write_svm_data_file() (in module sadit.Detector.SVMDetector)

Z

zdump() (in module sadit.util.util) zeros() (in module sadit.util.util)

zload() (in module sadit.util.util)