Verfügbarkeit: Mobile hybrid intrusion detection | Technische Universität München

Mobile hybrid intrusion detection: the MOVICAB-IDS system

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Bibliographische Detailangaben
Beteiligte Personen:	Herrero, Álvaro (VerfasserIn), Corchado, Emilio (VerfasserIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	Berlin ; Heidelberg Springer 2011
Schriftenreihe:	Studies in computational intelligence 334
Schlagwörter:	Nachrichtenverkehr Netzwerkverwaltung Visualisierung Kryptoanalyse Mehragentensystem Neuronales Netz Fallbasiertes Schließen Eindringerkennung
Links:	http://deposit.dnb.de/cgi-bin/dokserv?id=3631576&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021194698&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Beschreibung:	Literaturangaben
Umfang:	146 S. Ill., graph. Darst. 24 cm
ISBN:	9783642182983

Internformat

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Datensatz im Suchindex

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adam_text	IMAGE 1 CONTENTS ABBREVIATION VII PREFACE IX 1 INTRODUCTION 1 2 VISUALISATION, ARTIFICIAL INTELLIGENCE, AND SECURITY 3 2.1 COMPUTER SYSTEM SECURITY 3 2.2 INTRUSION DETECTION SYSTEMS 8 2.2.1 A GENERAL ARCHITECTURE FOR ID 10 2.2.2 IDS TAXONOMY 11 2.3 VISUALISATION FOR NETWORK SECURITY 13 2.4 VISUALISATION TECHNIQUES 15 2.5 ARTIFICIAL NEURAL NETWORKS 18 2.5.1 ARTIFICIAL NEURON 19 2.5.2 LEARNING ALGORITHMS 19 2.5.3 HEBBIAN LEARNING 21 2.5.4 ANTI-HEBBIAN LEARNING 22 2.5.5 COMPETITIVE LEARNING 22 2.5.6 PRINCIPAL COMPONENT ANALYSIS 23 2.5.7 OJA S WEIGHTED SUBSPACE ALGORITHM 25 2.5.8 NEGATIVE FEEDBACK NETWORK 26 2.5.9 NONLINEAR PRINCIPAL COMPONENT ANALYSIS 27 2.5.10 EXPLORATORY PROJECTION PURSUIT 28 2.5.11 THE EXPLORATORY PROJECTION PURSUIT NETWORK 29 2.5.12 COOPERATIVE MAXIMUM LIKELIHOOD HEBBIAN LEARNING 30 2.5.13 SELF-ORGANIZING MAP 31 2.5.14 CURVILINEAR COMPONENT ANALYSIS 32 2.6 AGENTS AND MULTIAGENT SYSTEMS 33 2.6.1 AGENT TAXONOMY 35 2.6.2 AGENT ARCHITECTURE 36 2.7 CASE-BASED REASONING 36 3 PREVIOUS WORK ON NID 41 3.1 OVERVIEW OF TECHNIQUES FOR NID 41 3.2 VISUALISATION 43 3.2.1 VISUALISATION TECHNIQUES 44 3.2.2 VISUALISED DATA 55 BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1008972541 DIGITALISIERT DURCH IMAGE 2 VI CONTENTS 3.3 AGENTS AND MULTIAGENT SYSTEMS 59 3.4 NOVELTIES OF THE PROPOSED IDS 66 4 A NOVEL HYBRID IDS 71 4.1 TARGET ATTACKS 71 4.1.1 SNMP ATTACKS 74 4.2 SYSTEM OVERVIEW 75 4.2.1 NETWORK TRAFFIC CAPTURE AND SELECTION 77 4.2.2 DATA SEGMENTATION 78 4.2.3 DATA ANALYSIS 80 4.2.4 VISUALISATION 80 4.3 MULTIAGENT SYSTEM 81 4.3.1 METHODOLOGY 81 4.3.2 SNIFFER 83 4.3.3 PRE-PROCESSOR 84 4.3.4 ANALYZER 84 4.3.5 CONFIGURATIONMANAGER 87 4.3.6 COORDINATOR 87 4.3.7 VISUALIZER 89 5 EXPERIMENTS AND RESULTS 91 5.1 GICAP-IDS DATASET 91 5.1.1 DATASET DESCRIPTION 92 5.1.2 RESULTS 94 5.2 DARPA DATASET 102 5.2.1 DATASET DESCRIPTION 102 5.2.2 RESULTS 102 6 TESTING AND VALIDATION 105 6.1 MUTATION TESTING TECHNIQUE 106 6.1.1 MUTATING A SAMPLE DATASET 107 6.1.2 MUTATING SEGMENTS 113 6.2 COMPARISON WITH OTHER PROJECTION MODELS 115 6.2.1 PRINCIPAL COMPONENT ANALYSIS 115 6.2.2 CURVILINEAR COMPONENT ANALYSIS 117 6.2.3 SELF-ORGANIZING MAP 118 7 DISCUSSION AND CONCLUSIONS 123 7.1 DISCUSSION 123 7.2 CONCLUSIONS 125 7.3 FUTURE WORK 128 REFERENCES 129
any_adam_object	1
author	Herrero, Álvaro Corchado, Emilio
author_GND	(DE-588)1034345389
author_facet	Herrero, Álvaro Corchado, Emilio
author_role	aut aut
author_sort	Herrero, Álvaro
author_variant	á h áh e c ec
building	Verbundindex
bvnumber	BV037281912
classification_rvk	ST 300
ctrlnum	(OCoLC)846285937 (DE-599)DNB1008972541
dewey-full	005.8
dewey-hundreds	000 - Computer science, information, general works
dewey-ones	005 - Computer programming, programs, data, security
dewey-raw	005.8
dewey-search	005.8
dewey-sort	15.8
dewey-tens	000 - Computer science, information, general works
discipline	Informatik
format	Book
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id	DE-604.BV037281912
illustrated	Illustrated
indexdate	2024-12-20T14:48:21Z
institution	BVB
isbn	9783642182983
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-021194698
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owner	DE-11
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physical	146 S. Ill., graph. Darst. 24 cm
publishDate	2011
publishDateSearch	2011
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publisher	Springer
record_format	marc
series	Studies in computational intelligence
series2	Studies in computational intelligence
spellingShingle	Herrero, Álvaro Corchado, Emilio Mobile hybrid intrusion detection the MOVICAB-IDS system Studies in computational intelligence Nachrichtenverkehr (DE-588)4265845-7 gnd Netzwerkverwaltung (DE-588)4314339-8 gnd Visualisierung (DE-588)4188417-6 gnd Kryptoanalyse (DE-588)4830502-9 gnd Mehragentensystem (DE-588)4389058-1 gnd Neuronales Netz (DE-588)4226127-2 gnd Fallbasiertes Schließen (DE-588)4363288-9 gnd Eindringerkennung (DE-588)4706627-1 gnd
subject_GND	(DE-588)4265845-7 (DE-588)4314339-8 (DE-588)4188417-6 (DE-588)4830502-9 (DE-588)4389058-1 (DE-588)4226127-2 (DE-588)4363288-9 (DE-588)4706627-1
title	Mobile hybrid intrusion detection the MOVICAB-IDS system
title_auth	Mobile hybrid intrusion detection the MOVICAB-IDS system
title_exact_search	Mobile hybrid intrusion detection the MOVICAB-IDS system
title_full	Mobile hybrid intrusion detection the MOVICAB-IDS system Álvaro Herrero and Emilio Corchado
title_fullStr	Mobile hybrid intrusion detection the MOVICAB-IDS system Álvaro Herrero and Emilio Corchado
title_full_unstemmed	Mobile hybrid intrusion detection the MOVICAB-IDS system Álvaro Herrero and Emilio Corchado
title_short	Mobile hybrid intrusion detection
title_sort	mobile hybrid intrusion detection the movicab ids system
title_sub	the MOVICAB-IDS system
topic	Nachrichtenverkehr (DE-588)4265845-7 gnd Netzwerkverwaltung (DE-588)4314339-8 gnd Visualisierung (DE-588)4188417-6 gnd Kryptoanalyse (DE-588)4830502-9 gnd Mehragentensystem (DE-588)4389058-1 gnd Neuronales Netz (DE-588)4226127-2 gnd Fallbasiertes Schließen (DE-588)4363288-9 gnd Eindringerkennung (DE-588)4706627-1 gnd
topic_facet	Nachrichtenverkehr Netzwerkverwaltung Visualisierung Kryptoanalyse Mehragentensystem Neuronales Netz Fallbasiertes Schließen Eindringerkennung
url	http://deposit.dnb.de/cgi-bin/dokserv?id=3631576&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021194698&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV020822171
work_keys_str_mv	AT herreroalvaro mobilehybridintrusiondetectionthemovicabidssystem AT corchadoemilio mobilehybridintrusiondetectionthemovicabidssystem

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