Index

A

add_event() (daisy.data_sources.events.EventHandler method) add_func() (daisy.data_sources.data_processor.DataProcessor method) aggregate() (daisy.federated_learning.federated_aggregator.Aggregator method) (daisy.federated_learning.federated_aggregator.CumAggregator method) (daisy.federated_learning.federated_aggregator.EMAggregator method) (daisy.federated_learning.federated_aggregator.FedAvgAggregator method) (daisy.federated_learning.federated_aggregator.ModelAggregator method) (daisy.federated_learning.federated_aggregator.SMAggregator method)

Aggregator (class in daisy.federated_learning.federated_aggregator) AvgTM (class in daisy.federated_learning.threshold_models)

C

clashing_acceptor() (in module daisy.communication.tests.simple_acceptor) close() (daisy.communication.message_stream.EndpointSocket method) (daisy.data_sources.data_handler.DataHandler method) (daisy.data_sources.data_source.CSVFileDataSource method) (daisy.data_sources.data_source.DataSource method) (daisy.data_sources.data_source.SimpleDataSource method) (daisy.data_sources.data_source.SimpleRemoteDataSource method) (daisy.data_sources.network_traffic.LivePysharkDataSource method), [1] (daisy.data_sources.network_traffic.PcapDataSource method), [1] (daisy.data_sources.network_traffic.pyshark_handler.LivePysharkDataSource method) (daisy.data_sources.network_traffic.pyshark_handler.PcapDataSource method)

close_connections() (daisy.communication.message_stream.EndpointServer method) ConfMatrSlidingWindowEvaluation (class in daisy.evaluation) create_pyshark_processor() (in module daisy.data_sources.network_traffic), [1] (in module daisy.data_sources.network_traffic.pyshark_processor) create_quick_sender_ep() (daisy.communication.message_stream.StreamEndpoint class method) create_simple_processor() (daisy.data_sources.network_traffic.pyshark_processor.PysharkProcessor class method) (daisy.data_sources.network_traffic.PysharkProcessor class method), [1] CSVFileDataSource (class in daisy.data_sources.data_source) CSVFileRelay (class in daisy.data_sources.data_relay) CumAggregator (class in daisy.federated_learning.federated_aggregator) CumAvgTM (class in daisy.federated_learning.threshold_models)

D

daisy module daisy.communication.message_stream module daisy.communication.tests module daisy.communication.tests.simple_acceptor module daisy.communication.tests.simple_initiator module daisy.communication.tests.simple_server module daisy.data_sources.data_handler module daisy.data_sources.data_processor module daisy.data_sources.data_relay module daisy.data_sources.data_source module daisy.data_sources.events module daisy.data_sources.network_traffic module, [1] daisy.data_sources.network_traffic.demo_202303 module

daisy.data_sources.network_traffic.pyshark_handler module daisy.data_sources.network_traffic.pyshark_processor module daisy.evaluation module daisy.federated_learning.federated_aggregator module daisy.federated_learning.federated_model module daisy.federated_learning.threshold_models module daisy.scripts.data_collection module DataHandler (class in daisy.data_sources.data_handler) DataHandlerRelay (class in daisy.data_sources.data_relay) DataProcessor (class in daisy.data_sources.data_processor) DataSource (class in daisy.data_sources.data_source) demo_202303_label_data_point() (in module daisy.data_sources.network_traffic), [1] (in module daisy.data_sources.network_traffic.demo_202303) dict_to_array() (daisy.data_sources.data_processor.DataProcessor method) dict_to_json() (daisy.data_sources.data_processor.DataProcessor method) (in module daisy.data_sources.network_traffic), [1] (in module daisy.data_sources.network_traffic.pyshark_processor) dict_to_numpy_array() (in module daisy.data_sources.network_traffic), [1] (in module daisy.data_sources.network_traffic.pyshark_processor)

E

EMAggregator (class in daisy.federated_learning.federated_aggregator) EMAvgTM (class in daisy.federated_learning.threshold_models) end_time (daisy.data_sources.events.Event attribute) EndpointServer (class in daisy.communication.message_stream)

EndpointSocket (class in daisy.communication.message_stream) evaluate() (daisy.data_sources.events.Event method) Event (class in daisy.data_sources.events) EventHandler (class in daisy.data_sources.events) EventParser (class in daisy.data_sources.events)

F

FedAvgAggregator (class in daisy.federated_learning.federated_aggregator) FederatedIFTM (class in daisy.federated_learning.federated_model) FederatedModel (class in daisy.federated_learning.federated_model) FederatedTM (class in daisy.federated_learning.threshold_models) fit() (daisy.federated_learning.federated_model.FederatedIFTM method) (daisy.federated_learning.federated_model.FederatedModel method) (daisy.federated_learning.federated_model.TFFederatedModel method) (daisy.federated_learning.threshold_models.FederatedTM method) (daisy.federated_learning.threshold_models.MadTM method)

flatten_dict() (daisy.data_sources.data_processor.DataProcessor method) (in module daisy.data_sources.data_processor)

G

get_connections() (daisy.communication.message_stream.EndpointServer method) get_fae() (daisy.federated_learning.federated_model.TFFederatedModel class method) get_new_connections() (daisy.communication.message_stream.EndpointServer method) get_parameters() (daisy.federated_learning.federated_model.FederatedIFTM method) (daisy.federated_learning.federated_model.FederatedModel method) (daisy.federated_learning.federated_model.TFFederatedModel method) (daisy.federated_learning.threshold_models.AvgTM method) (daisy.federated_learning.threshold_models.CumAvgTM method) (daisy.federated_learning.threshold_models.FederatedTM method) (daisy.federated_learning.threshold_models.MadTM method) (daisy.federated_learning.threshold_models.SMAvgTM method)

K

keep_dict_feature() (daisy.data_sources.data_processor.DataProcessor method)

keep_feature() (in module daisy.data_sources.data_processor)

L

label (daisy.data_sources.events.Event attribute)

LivePysharkDataSource (class in daisy.data_sources.network_traffic), [1] (class in daisy.data_sources.network_traffic.pyshark_handler)

M

MadTM (class in daisy.federated_learning.threshold_models) merge_state() (daisy.evaluation.SlidingWindowEvaluation method) ModelAggregator (class in daisy.federated_learning.federated_aggregator) module daisy daisy.communication.message_stream daisy.communication.tests daisy.communication.tests.simple_acceptor daisy.communication.tests.simple_initiator daisy.communication.tests.simple_server daisy.data_sources.data_handler daisy.data_sources.data_processor daisy.data_sources.data_relay daisy.data_sources.data_source daisy.data_sources.events daisy.data_sources.network_traffic, [1] daisy.data_sources.network_traffic.demo_202303 daisy.data_sources.network_traffic.pyshark_handler daisy.data_sources.network_traffic.pyshark_processor daisy.evaluation daisy.federated_learning.federated_aggregator daisy.federated_learning.federated_model daisy.federated_learning.threshold_models daisy.scripts.data_collection

multithreaded_acceptor() (in module daisy.communication.tests.simple_acceptor) multithreaded_initiator() (in module daisy.communication.tests.simple_initiator)

O

one_time_initiator() (in module daisy.communication.tests.simple_initiator) open() (daisy.communication.message_stream.EndpointSocket method) (daisy.data_sources.data_handler.DataHandler method) (daisy.data_sources.data_source.CSVFileDataSource method) (daisy.data_sources.data_source.DataSource method) (daisy.data_sources.data_source.SimpleDataSource method) (daisy.data_sources.data_source.SimpleRemoteDataSource method) (daisy.data_sources.network_traffic.LivePysharkDataSource method), [1] (daisy.data_sources.network_traffic.PcapDataSource method), [1] (daisy.data_sources.network_traffic.pyshark_handler.LivePysharkDataSource method) (daisy.data_sources.network_traffic.pyshark_handler.PcapDataSource method)

P

packet_to_dict() (daisy.data_sources.network_traffic.pyshark_processor.PysharkProcessor method) (daisy.data_sources.network_traffic.PysharkProcessor method), [1] (in module daisy.data_sources.network_traffic), [1] (in module daisy.data_sources.network_traffic.pyshark_processor) parse() (daisy.data_sources.events.EventParser method) pcap_nn_aggregator() (in module daisy.data_sources.network_traffic), [1] (in module daisy.data_sources.network_traffic.pyshark_processor) PcapDataSource (class in daisy.data_sources.network_traffic), [1] (class in daisy.data_sources.network_traffic.pyshark_handler) poll() (daisy.communication.message_stream.EndpointSocket method) (daisy.communication.message_stream.StreamEndpoint method)

poll_connections() (daisy.communication.message_stream.EndpointServer method) pred_labels (daisy.evaluation.SlidingWindowEvaluation attribute) predict() (daisy.federated_learning.federated_model.FederatedIFTM method) (daisy.federated_learning.federated_model.FederatedModel method) (daisy.federated_learning.federated_model.TFFederatedModel method) (daisy.federated_learning.threshold_models.FederatedTM method) (daisy.federated_learning.threshold_models.MadTM method) process() (daisy.data_sources.data_processor.DataProcessor method) (daisy.data_sources.events.EventHandler method) pyshark_data_collector() (in module daisy.scripts.data_collection) PysharkProcessor (class in daisy.data_sources.network_traffic), [1] (class in daisy.data_sources.network_traffic.pyshark_processor)

R

receive() (daisy.communication.message_stream.StreamEndpoint method) receive_latest_ep_objs() (daisy.communication.message_stream.StreamEndpoint class method) recv() (daisy.communication.message_stream.EndpointSocket method) remove_dict_features() (daisy.data_sources.data_processor.DataProcessor method)

remove_feature() (in module daisy.data_sources.data_processor) reset_state() (daisy.evaluation.SlidingWindowEvaluation method) result() (daisy.evaluation.ConfMatrSlidingWindowEvaluation method) (daisy.evaluation.SlidingWindowEvaluation method) (daisy.evaluation.TFMetricSlidingWindowEvaluation method)

S

select_dict_features() (daisy.data_sources.data_processor.DataProcessor method) select_eps() (daisy.communication.message_stream.StreamEndpoint class method) select_feature() (in module daisy.data_sources.data_processor) send() (daisy.communication.message_stream.EndpointSocket method) (daisy.communication.message_stream.StreamEndpoint method) set_parameters() (daisy.federated_learning.federated_model.FederatedIFTM method) (daisy.federated_learning.federated_model.FederatedModel method) (daisy.federated_learning.federated_model.TFFederatedModel method) (daisy.federated_learning.threshold_models.AvgTM method) (daisy.federated_learning.threshold_models.CumAvgTM method) (daisy.federated_learning.threshold_models.FederatedTM method) (daisy.federated_learning.threshold_models.MadTM method) (daisy.federated_learning.threshold_models.SMAvgTM method) simple_acceptor() (in module daisy.communication.tests.simple_acceptor) simple_initiator() (in module daisy.communication.tests.simple_initiator) simple_server() (in module daisy.communication.tests.simple_server)

SimpleDataSource (class in daisy.data_sources.data_source) SimpleRemoteDataSource (class in daisy.data_sources.data_source) single_message_acceptor() (in module daisy.communication.tests.simple_acceptor) single_message_initiator() (in module daisy.communication.tests.simple_initiator) SlidingWindowEvaluation (class in daisy.evaluation) SMAggregator (class in daisy.federated_learning.federated_aggregator) SMAvgTM (class in daisy.federated_learning.threshold_models) start() (daisy.communication.message_stream.EndpointServer method) (daisy.communication.message_stream.StreamEndpoint method) (daisy.data_sources.data_relay.CSVFileRelay method) (daisy.data_sources.data_relay.DataHandlerRelay method) start_time (daisy.data_sources.events.Event attribute) stop() (daisy.communication.message_stream.EndpointServer method) (daisy.communication.message_stream.StreamEndpoint method) (daisy.data_sources.data_relay.CSVFileRelay method) (daisy.data_sources.data_relay.DataHandlerRelay method) StreamEndpoint (class in daisy.communication.message_stream)

T

TFFederatedModel (class in daisy.federated_learning.federated_model) TFMetricSlidingWindowEvaluation (class in daisy.evaluation)

threaded_acceptor() (in module daisy.communication.tests.simple_acceptor) threaded_initiator() (in module daisy.communication.tests.simple_initiator) true_labels (daisy.evaluation.SlidingWindowEvaluation attribute)

U

update_mean() (daisy.federated_learning.threshold_models.AvgTM method) (daisy.federated_learning.threshold_models.CumAvgTM method) (daisy.federated_learning.threshold_models.EMAvgTM method) (daisy.federated_learning.threshold_models.SMAvgTM method)

update_state() (daisy.evaluation.SlidingWindowEvaluation method) update_threshold() (daisy.federated_learning.threshold_models.AvgTM method) (daisy.federated_learning.threshold_models.FederatedTM method) (daisy.federated_learning.threshold_models.MadTM method)